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BluscreamandClaude Opus 5.5 5e6abadb95 docs: add software-vision and android-backup-restore skills with android scripts
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-30 13:00:44 +01:00
BluscreamandClaude Sonnet 5.5 a16a879b1e Point the AFK status file at tsw-plugins/tasks
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
2026-10-22 04:18:26 +02:00
BluscreamandClaude Opus 5.5 44c2d1502c docs(coding): files 1000 lines max, functions 200 lines max, no earlier split point
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-18 21:52:48 +02:00
BluscreamandClaude Opus 5 e385e01993 fix(gsc): correct the claim that no off-engine compiler exists
gsc-tool compiles GSC outside the engine and reproduces the engine's own
diagnostics, so the skill's "no compiler, linter, or test harness worth the
name" framing was wrong and sent the reader to load a map instead of running a
50ms check. §1 is now the gate: `--mode comp --game <title> --system pc --dry`,
with the warning that `--mode parse` is syntax-only and accepts code the
compiler rejects, and that `--game` takes the engine codename (h2 for MW2CR)
rather than the marketing name.

A clean compile proves the script loads, not that it works, so the
"behaviour is unverified until the map runs" half is kept and sharpened.

Also adds two §8 entries found the hard way: a local declared inside a block is
not visible after it, and there are no file-scope constants.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-10-09 03:04:02 +02:00
BluscreamandClaude Opus 5 6207de1a97 docs(code-languages): add Lua and GSC skills
Lua covers dialect pinning (5.1/LuaJIT/5.2/5.3+/HavokScript), luac -p and
luacheck as the only real gate for an embedded host, locals over globals,
pcall at the boundary, the #t / pairs / pattern traps, and the sandboxed-host
rules including Call of Duty LUI specifics.

GSC covers the absence of any compiler, linter, or test harness and what to
do instead, scope prefixing on level/self, isdefined on every external read,
endon before the first wait, the per-frame instruction budget, load-phase
precaching, and side effects on shared level state.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-10-09 02:28:16 +02:00
Bluscream b8505fc623 docs(cli): add desktop Steam lifecycle guidance via steamcli client 2026-10-07 23:53:04 +02:00
BluscreamandClaude Opus 5 5aef9707d2 feat(php): add a PHP skill, grounded in the synchra-php SDK and the bleichi site
PHP was the one language with real code in two shapes here and no skill: a
Composer library held at PHPStan level max, and a plain PHP-FPM application
behind nginx with no framework. The rules come from reading both rather than
from general PHP advice, so each one names the failure it prevents.

The two halves differ enough to be separate sections. A library requires PSR
interfaces and ships no implementation; an application's rules are about
escaping, keeping the document root unwritable, atomic writes and sessions.
Everything in §1-§8 applies to both.

Three findings are worth the space they take because they were each paid for
once already: `json_encode` with JSON_UNESCAPED_SLASHES into an inline
<script> is an XSS hole, a web user that cannot write its own cache fails
silently on every request, and inside the dev container the host's own `php`
bridge shadows the real interpreter so every vendor/bin tool dies naming
distrobox.

docs(python): cover MCP servers, Red cogs and HA components, and correct three
rules the owner's own code contradicts

The skill described a toolchain and was silent on the four things most of this
Python actually is. Three of its rules are also wrong in context, and the code
is right: getLogger(__name__) puts a cog outside the red.* tree where Red's log
controls apply; TaskGroup's cancel-on-first-error is the wrong default for
fan-out over N providers, where the real pattern is a semaphore plus
gather(return_exceptions=True); and the gate runs locally and through
pre-commit, not through CI, which never runs under this account.

Also: ruff ALL-minus-documented-ignores is the preferred shape rather than the
explicit select list, lockfiles split by artifact type, and bare `python` and
bare `pip` are different interpreters on this host.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-10-06 17:40:23 +02:00
20 changed files with 2495 additions and 48 deletions

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@@ -9,8 +9,10 @@ A collection of public, reusable agent skills, cheatsheets, and operational work
| Skill File | Scope / Topics Covered |
| :--- | :--- |
| **[`coding-dev.md`](skills-public/coding-dev.md)** | Standing rules for all code work: maximum linter/compiler strictness, never filtering build output, reuse-before-reinvent dependency ordering, file/function size limits, test & regression discipline, verification gates, scope control, commit hygiene, and honest reporting. |
| **[`software-vision.md`](skills-public/software-vision.md)** | Starting from a software idea: turn it into a requirements checklist, search the web first (projects, forks, skeletons, libraries, user reviews), then merge in training-data recall checked against current sources, shallow-clone promising candidates to a temp dir to check them, then present use / extend / fork / start-fresh options before building anything. |
| **[`cli-tooling.md`](skills-public/cli-tooling.md)** | Using command-line tools correctly: reading the help tree instead of guessing flags, preferring an existing CLI over an ad-hoc script, non-interactive invocation, machine-readable output formats, orienting on prior work before starting, script placement & symlinking, and care around destructive commands. |
| **[`afk-sleep-work.md`](skills-public/afk-sleep-work.md)** | Operating unattended and autonomously: continuous forward momentum, avoiding polling traps and deadlocks, host preservation and resource budgeting (disk, packages, processes), isolated tool provisioning, avoiding "last breath" traps on token/quota exhaustion, bypassing or driving GUI launchers, and wake-up checkpoints. |
| **[`android-backup-restore.md`](skills-public/android-backup-restore.md)** | Extracting/backing up/restoring Android data by access tier before a wipe or migration: EDL/firehose & bootloader, custom recovery (TWRP/OrangeFox/CWM), root, device-owner, Shizuku, plain ADB, and on-device apps; FBE decryption limits, per-partition dumps (userdata, EFS/modem/IMEI, persist), SELinux/UID-correct restores, the death of `adb backup`, and app-specific data (WhatsApp, Signal, TOTP/Keystore) that does not survive. |
### 🔤 Per-Language Rules ([`code-languages/`](skills-public/code-languages/))
@@ -19,10 +21,13 @@ A collection of public, reusable agent skills, cheatsheets, and operational work
| **Rust** | [`rust.md`](skills-public/code-languages/rust.md) | `--workspace` clippy gate, `[workspace.lints]` single source of truth, no `unwrap`/`unsafe`, core-crate split |
| **TypeScript / JavaScript** | [`js-typescript.md`](skills-public/code-languages/js-typescript.md) | TS > JSDoc > plain JS, banned constructs table, React & hooks rules, resource lifecycle, sandbox boundaries |
| **Bash / Shell** | [`bash.md`](skills-public/code-languages/bash.md) | `set -euo pipefail`, shellcheck, no wait loops, destructive-command guards, build-gate structure |
| **Python** | [`python.md`](skills-public/code-languages/python.md) | `mypy --strict`, broad ruff rule set, asyncio task discipline, rate-limit queueing |
| **Python** | [`python.md`](skills-public/code-languages/python.md) | `mypy --strict`, broad ruff rule set, asyncio task discipline, rate-limit queueing, MCP/cog/HA framework rules |
| **PHP** | [`php.md`](skills-public/code-languages/php.md) | `strict_types` everywhere, PHPStan `level: max`, PER-CS 2.0 risky rules, `final readonly` value objects, PSR interfaces over implementations, escaping & unwritable document root |
| **Go** | [`go.md`](skills-public/code-languages/go.md) | strict `golangci-lint` set, concrete types over `interface{}`, context everywhere, CGO-free static builds |
| **C# / .NET** | [`csharp-dotnet.md`](skills-public/code-languages/csharp-dotnet.md) | `TreatWarningsAsErrors`, nullable enabled, no `.Result`, trimming/single-file publish caveats, SDK shims |
| **C / C++** | [`c-cpp.md`](skills-public/code-languages/c-cpp.md) | full warning set + `-Werror`, sanitizers, RAII/Rule of Zero, target-based CMake, FFI ownership |
| **Lua** | [`lua.md`](skills-public/code-languages/lua.md) | pin the dialect first, `luac -p` + luacheck as the only gate, locals over globals, `pcall` at the boundary, `#t`/pattern traps, embedded & HavokScript hosts |
| **GSC** | [`gsc.md`](skills-public/code-languages/gsc.md) | compile off-engine with `gsc-tool --mode comp`, `isdefined` on everything external, `endon` before the first wait, per-frame budget, precache at load, level-state side effects |
Each language file extends `coding-dev.md` rather than repeating it. A project's own
`AGENTS.md` / `CLAUDE.md` / `.rules` always overrides both.
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@@ -120,7 +120,7 @@ When remaining budget or context drops below a safe margin:
## 7. Checkpointing & The "Wake-Up" Audit Trail
Maintain a persistent status file (`PROGRESS.md` or session artifact) updated at each milestone:
Maintain a persistent status file (for the tsw-plugins project `tsw-plugins/tasks/{todo,in-progress,done}.md`; otherwise a session artifact) updated at each milestone:
| Section | Contents |
| :--- | :--- |
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---
name: android-backup-restore
description: >-
Use this skill when extracting, backing up, migrating, or restoring data from an Android
device — especially before a wipe, ROM flash, factory reset, or device-to-device move, and
when deciding what is salvageable at a given access level. Covers the full ladder of access
tiers (EDL/firehose & bootloader, custom recovery CWM/TWRP/OrangeFox, root, device-owner,
Shizuku, plain ADB, and on-device apps), file-based-encryption decryption limits, per-partition
dumps (userdata, EFS/modem/IMEI, persist), SELinux/UID-correct restores, the death of
`adb backup`, and app-specific data (WhatsApp, Signal, TOTP/Keystore) that does not survive.
---
# Android Backup & Restore — Extraction by Access Level
How to pull as much as possible off an Android device before wiping, flashing, or migrating —
and how to put it back. Organised as a **ladder of access tiers**: the more privileged the
access, the more you can extract. Work out which tier you have, pull from the highest tier
available, and fall back down the ladder for whatever that tier cannot reach.
This is a *data-recovery and migration* skill for devices you own or are authorised to service.
Shell orchestration here follows [`bash.md`](skills-public/code-languages/bash.md) (strict mode,
hard `timeout`s, no wait-loops); CLI invocation follows
[`cli-tooling.md`](skills-public/cli-tooling.md) (read `<tool> --help` before trusting any flag
below — tool surfaces drift, and the exact partition/block paths are **per-device**).
> [!IMPORTANT]
> **The single biggest variable is encryption.** Every modern Android device uses File-Based
> Encryption (FBE); the `/data` partition is a ciphertext blob until something that holds the
> user credential derives the keys. That "something" is normally the booted OS. A custom
> recovery can only read plaintext `/data` if it was *built to decrypt your exact Android
> version* and you type the lockscreen PIN/password into it. See §3. This is why "boot it
> normally and pull over ADB/root" beats "boot to recovery and dd" whenever the device still
> boots.
---
## 1. The Access Ladder (decision table)
Pick the highest row you can reach. Each tier can extract everything below it plus its own column.
| Tier | Access you need | Reaches raw partitions? | Reaches decrypted `/data/data` app data? | Reaches EFS/IMEI/persist? | Notes |
| :--- | :--- | :--- | :--- | :--- | :--- |
| **EDL / firehose / BROM** (§8) | Vendor edl/mtk loader, device in 9008/BROM | ✅ full flash, offline | ⚠️ only as ciphertext (still FBE-locked) | ✅ | Last resort for dead/bricked devices; dumps are encrypted blobs unless you also have the keys. |
| **Bootloader / fastboot** (§8) | Unlocked bootloader | ⚠️ some (`fastboot fetch` on newer; mostly flash-only) | ❌ | partial | Mostly a *flashing* interface, not a dumping one. |
| **Custom recovery** TWRP/OrangeFox/CWM (§3) | Unlocked bootloader + matching recovery | ✅ every partition via `dd`/built-in backup | ⚠️ **only if recovery decrypts your FBE** + you enter the PIN | ✅ | Classic "nandroid". Decryption is the catch on Android 10+. |
| **Root (booted OS)** (§4) | Magisk/KernelSU/APatch on a booting device | ✅ (block devices readable) | ✅ **fully decrypted** (OS is running) | ✅ | The best tier for a *working* device — plaintext data + raw partitions together. |
| **Device Owner / DPC** (§5) | `dpm set-device-owner` on a fresh/unprovisioned device | ❌ | ❌ (own managed scope only) | ❌ | Niche; grants/denies permissions, reads some providers; not a bulk dumper. |
| **Shizuku / ADB-shell privilege** (§6) | Shizuku (wireless-debug or one-time ADB) | ❌ | ⚠️ APKs, `Android/data`, `Android/obb`, media — **not** `/data/data` of release apps | ❌ | `adb shell` UID (2000) reach, on-device, no PC tether. |
| **Plain ADB** (§6) | USB debugging authorised | ❌ | ⚠️ same as Shizuku + `run-as` for *debuggable* apps only | ❌ | `adb backup` is effectively dead (§7). Pull storage, providers, bugreport. |
| **On-device app, no root** (§6.4) | Just the unlocked phone | ❌ | ❌ (own data only) | ❌ | Vendor cloud/D2D, Seedvault, per-app export. Last-mile for the non-technical case. |
**Rule of thumb for a pre-wipe sweep:** if it boots and you can unlock it → get **root** (§4) if
possible, else **ADB** (§6). If it does *not* boot → **custom recovery** (§3), else **EDL** (§8).
Always grab **EFS/IMEI/persist** (§4.3) before any flash regardless of tier.
---
## 2. First: inventory what is actually worth saving
Before dumping 128 GB of userdata, enumerate. Most of the value is small and specific.
- **Media & documents** — `/sdcard` (a.k.a. `/storage/emulated/0`): DCIM, Pictures, Download,
Documents, Music, ringtones. Reachable at *every* tier including plain ADB. Pull this first; it
is the easy win and the bulk of what users actually miss.
- **App data** — `/data/data/<pkg>` and `/data/user/0/<pkg>` (credential-encrypted, "CE") and
`/data/user_de/0/<pkg>` (device-encrypted, "DE"). Needs root or recovery-decrypt. This is where
game saves, app logins, notes, 2FA seeds live.
- **Scoped external app data** — `Android/data/<pkg>` and `Android/obb/<pkg>` on `/sdcard`.
Blocked from ordinary file managers since Android 11/13 but reachable via ADB/Shizuku/root.
- **Telephony/PIM** — SMS/MMS, call log, contacts, calendar. See §6.2 (providers) and §9.
- **Identity partitions** — EFS/modem (`modemst1`, `modemst2`, `fsg`), `persist`, `efs`. IMEI,
Wi-Fi/BT MAC, sensor calibration. §4.3. **Irreplaceable — back up before any flash.**
- **The things that will NOT survive** no matter the tier — hardware-backed Keystore keys, and
by extension many 2FA/banking apps. §10. Plan migrations for these *before* wiping.
---
## 3. Custom Recovery (TWRP / OrangeFox / CWM) — the offline nandroid
Use when the device will not boot normally, or you want a block-level image independent of the OS.
Requires an **unlocked bootloader** (itself a wipe on most devices — so unlock *before* you have
data worth keeping, or accept the loss). Boot without flashing when you can:
`fastboot boot twrp.img` leaves the installed recovery untouched.
> [!TIP]
> **Try the *installed* recovery before downloading or temp-booting one.** `adb reboot recovery`,
> then `adb shell id` — many custom ROMs ship a current OrangeFox/TWRP whose `adbd` already runs as
> **root** and, crucially, is new enough to **decrypt FBE on the installed Android version** (so
> `/data/data` shows real package names and readable file contents). This beats `fastboot boot`-ing
> an old recovery image: a recovery built from a much older branch often won't boot on a new ROM at
> all (its kernel panics and the device falls back to the OS — you'll land back in Android as
> `uid=2000(shell)`, the tell-tale that it didn't take). Confirm decryption with
> `ls /data/data` (real names, not hex) and by reading one `*/shared_prefs/*.xml`.
### 3.1 The decryption problem (read this before trusting a backup)
TWRP/OrangeFox can only back up **plaintext** `/data` if its decryption code matches your device's
FBE implementation *and* you enter the lockscreen credential in recovery (Keymaster derives the
keys from it). Reality on Android 10+:
- Use a recovery **built from the branch matching your Android version** (e.g. an `android-12.1`+
build for Android 12+). A recovery built from an old branch shows `/data` as garbage folder names
or fails to mount.
- Devices that **shipped on Android ≤11 and were upgraded** to 12+ often cannot be decrypted by any
TWRP build — the keystore/Keymaster path changed. OrangeFox sometimes succeeds where TWRP fails;
try both. If neither decrypts, you can still image the partition but only as ciphertext (useless
without the keys).
- If decryption fails, **do not factory-reset to "fix" it** — that destroys the keys and the data.
Verify decryption worked before relying on it: in the TWRP terminal, `ls -la /data/data` should
show real package names (`com.whatsapp`, …), not hex blobs.
### 3.2 Built-in backup vs. raw `dd`
- **Built-in backup** (TWRP "Backup" / OrangeFox): tick System, Data, Boot, EFS, etc. Produces a
nandroid set under `/sdcard/TWRP/BACKUPS/`. If `/data` decrypted, the Data archive holds plaintext
app data; if not, it backs up the raw (encrypted) partition. Pull the whole folder off afterwards.
- **Raw partition image** when you want a specific partition or the built-in backup won't cover it.
From the recovery `adb shell` or terminal — **block paths are per-device**, find them first:
```bash
# from recovery shell — enumerate by name, DO NOT guess the numbers
ls -l /dev/block/by-name/ # symlinks: userdata, boot_a, modemst1, efs, persist, …
cat /proc/partitions
# image a named partition to portable storage (not back onto /data)
timeout 1800 dd if=/dev/block/by-name/userdata of=/sdcard/userdata.img bs=8M
```
Pull with `adb pull /sdcard/userdata.img` (or write to an SD card / OTG drive). A raw `userdata`
image is only restorable/mountable if you also have the FBE keys — prefer the decrypted built-in
Data backup for app data, and reserve raw images for small partitions (§4.3).
### 3.3 Restore
Restore the built-in nandroid through the recovery UI, or `dd` a raw image back **only onto the
exact same partition of the same device** (never another device's EFS — §4.3). After a decrypted
Data restore across Android versions, expect some apps to misbehave; a clean reinstall + selective
data restore (§4.2) is often more reliable than a whole-partition nandroid across versions.
---
## 4. Root on a booting device — the best tier for a live phone
If the device boots and you can unlock it, root (Magisk / KernelSU / APatch) is the strongest
position: the OS has already derived the FBE keys, so **all app data is plaintext**, and you still
have raw block-device access. (For installing root on this workstation's own test devices, Magisk
APKs/modules may already be on the NAS — see
[check-nas-before-downloading](check-nas-before-downloading.md) before fetching.)
### 4.1 Bulk app-data pull
```bash
# as root, on device or via `adb shell su -c`
# tar preserves owners/modes/symlinks — plain `cp`/`adb pull` loses them (see §4.4)
su -c 'tar -cpf /sdcard/appdata-whatsapp.tar \
/data/data/com.whatsapp /data/user_de/0/com.whatsapp'
# then from the PC:
adb pull /sdcard/appdata-whatsapp.tar
```
Pull `/data/data/<pkg>` (CE) **and** `/data/user_de/0/<pkg>` (DE) for each app — some apps split
state across both. For a whole-device grab, `tar` `/data/data`, `/data/user/0`, `/data/user_de/0`
and `/data/misc` (wifi configs, etc.), but mind disk budget on the pulling host.
> [!TIP]
> **Stream straight off the device with `adb exec-out` — no on-device staging.** When `/data` has
> little free space (you can't write a multi-GB tar back onto the partition you're reading), pipe
> the archive directly to the host, and `dd` images the same way (`exec-out` is binary-safe; plain
> `adb shell` mangles bytes):
> ```bash
> adb exec-out 'cd /data && tar -cp -f - data user_de system misc vendor adb' > data-full.tar
> adb exec-out 'dd if=/dev/block/by-name/boot status=none' > boot.img
> ```
> Toybox/busybox `tar` can't store SELinux contexts and exits non-zero when it skips sockets
> (`unknown file type '140000'` — harmless). Capture contexts separately as a restore sidecar:
> `for d in /data/data/* /data/user_de/0/*; do stat -c '%a %U %G %C %n' "$d"; done`. The per-app
> SELinux *categories* (`:c123,c456`) encode the app sandbox and are **not** regenerable by
> `restorecon` alone — this sidecar is how you put them back.
>
> **Record restore metadata while you have the device.** A `dumpsys package` capture gives, per
> app: `codePath` (→ system/vendor/product/`/data/app`=user), `pkgFlags` (SYSTEM/UPDATED_SYSTEM_APP),
> `installerPackageName` (Play `com.android.vending` vs sideloaded `null`), versionCode, and granted
> runtime permissions; `cmd appops dump` adds special ops (SYSTEM_ALERT_WINDOW,
> MANAGE_EXTERNAL_STORAGE, …). Parse these into a manifest so you can later restore *only* user apps
> and re-grant their exact permissions.
Prefer dedicated tools over hand-rolled tar when restoring to a *different* device or Android
version, because they record ownership/SELinux/permissions that a naive tar restore drops (§4.4):
- **Swift Backup** (root; Shizuku for a weaker subset) — app + data, permissions, SSAID.
- **Neo Backup** (FOSS, OAndBackupX fork; root incl. KernelSU/APatch) — app + data, schedules.
- **OAndBackupX / Migrate** — FOSS nandroid-style app+data sets.
### 4.2 Raw partitions while rooted
Same `dd` from `/dev/block/by-name/` as §3.2, but from the running OS (`su -c dd …`). Good for
grabbing `boot`/`vendor_boot` to patch, or EFS/persist (§4.3) without rebooting to recovery.
### 4.3 EFS / modem / IMEI / persist — back these up before ANY flash
These hold IMEI, baseband calibration, Wi-Fi/BT MAC, and sensor calibration. Corrupting them bricks
the radio permanently and there is no download that restores *your* unique values. **Partition names
and block numbers are per-device — look them up, never copy numbers from a guide.**
```bash
su -c 'ls -l /dev/block/by-name/' | grep -Ei 'efs|modemst|fsg|fsc|persist|nvram|nvdata|protect'
# Qualcomm: commonly modemst1, modemst2, fsg, fsc, persist
# MediaTek: commonly nvram, nvdata, protect_f, protect_s, persist
for p in modemst1 modemst2 fsg persist; do
su -c "dd if=/dev/block/by-name/$p of=/sdcard/efs-$p.img bs=4M"
done
```
Pull the images **off the device and keep copies on a host/NAS** — a backup that lives only on the
partition you are about to wipe is no backup. Restore the same way (`dd … of=/dev/block/by-name/$p`)
**only to the identical partition on the identical device**. Never flash one phone's EFS onto
another — you would overwrite its unique identity with useless values.
### 4.4 Restoring raw `/data/data` tars correctly (UID + SELinux)
A tar of `/data/data/<pkg>` restored by hand will *not* launch unless you fix two things Android
assigns at install time:
1. **Install the app first** (same package, ideally same version) so Android creates the data dir
with the correct per-app UID and SELinux context.
2. Restore the files, then **fix ownership and labels**:
```bash
# find the app's real UID from the freshly-created dir, don't assume 100xx
su -c 'ls -ld /data/data/com.example' # e.g. u0_a142 u0_a142
su -c 'tar -xpf /sdcard/appdata-example.tar -C /'
su -c 'chown -R u0_a142:u0_a142 /data/data/com.example'
su -c 'restorecon -RFD /data/data/com.example' # argument order matters; -v to see work
```
Then reboot before launching. Skipping the UID chown or `restorecon` is the usual reason a
"successful" restore produces an app that crashes on open. Dedicated backup apps (§4.1) do this
bookkeeping for you — hand-tar only when you must.
### 4.5 Getting root headlessly (no GUI taps) when the device boots
If the bootloader is unlocked and you need root to reach §4 but can't tap through the Magisk app,
patch and flash boot entirely from the shell:
1. **Get the *exact* stock boot.img.** The authoritative copy is the live partition — dump it from
a root recovery (§3) with `dd`/`exec-out`. Don't flash a boot.img of unknown origin: check its
cmdline first (`androidboot.hardware=qcom` = Qualcomm vs MediaTek's `bootopt=…` — a wrong-SoC
image bricks the device).
2. **Patch it** with Magisk's own tooling. The Magisk APK is a zip: its `assets/boot_patch.sh` needs
the arm64 libs renamed (`lib/arm64-v8a/libmagiskboot.so`→`magiskboot`, `libmagiskinit.so`→
`magiskinit`, `libmagisk.so`→`magisk`, `libinit-ld.so`→`init-ld`) plus `stub.apk` and
`util_functions.sh` in the same dir, then `sh boot_patch.sh boot.img` → `new-boot.img`.
- Set the flags **explicitly** (standalone `boot_patch.sh` treats unset as false, which can
bootloop): for a modern FBE device with a vbmeta partition and dynamic partitions use
`KEEPVERITY=true KEEPFORCEENCRYPT=true PATCHVBMETAFLAG=false RECOVERYMODE=false LEGACYSAR=false`.
`Failed to patch` on the kernel DTB step is benign (nothing to patch).
- The recovery installer (`META-INF/com/google/android/update-binary`, which auto-detects these
flags via `get_flags()`) is cleaner **but** fails outside a real sideload: it tries to mount
`/system`, which on super/dynamic-partition ROMs is `/dev/mapper/system` and won't mount in a
plain `adb shell`. `boot_patch.sh` with explicit flags sidesteps that.
3. **Flash** `new-boot.img` (verify it unpacks: `magiskboot unpack new-boot.img`) with
`fastboot flash boot` or, from a root recovery, `dd … of=/dev/block/by-name/boot`. Keep the stock
image for instant rollback. Reboot: `magiskd` in `ps -A` + `magisk -V` confirms root took and
survives reboot.
4. **Grant su to the ADB shell** (Magisk denies it by default, silently): Magisk app → Superuser
access = "Apps and ADB" + Automatic response = "Grant", or seed a `policies` row
(`uid=2000 policy=2`) in `/data/adb/magisk.db`. Until then `adb shell su -c …` returns
`Permission denied` even though root is installed and working.
---
## 5. Device Owner (DPC) — narrow, not a bulk extractor
A device-owner app (set with `adb shell dpm set-device-owner <pkg>/<receiver>` on a device with
**no accounts added yet**) gets elevated *policy* powers, not filesystem powers. It is relevant to
extraction only in that it can silently grant its own runtime permissions and read some content
providers that would otherwise prompt — useful for a managed enrolment flow, not for cleaning out a
phone before a wipe. Hard limits:
- `setPermissionGrantState()` for **sensor** permissions (location, camera, mic, body sensors,
activity recognition) is restricted/deprecated for *profile* owners on Android 12+ (silently
returns false); device owners retain more but the surface is shrinking each release.
- It cannot read other apps' `/data/data`, cannot image partitions, and cannot reach EFS.
If you find yourself reaching for device-owner to extract data, the real answer is almost always
root (§4) or ADB providers (§6.2) instead.
---
## 6. ADB & Shizuku — no root, device boots
Plain ADB runs as the `shell` user (UID 2000). Shizuku grants that **same** privilege to on-device
apps (started via wireless debugging or a one-time ADB command), so their reach is identical to ADB
— handy when you have no PC.
### 6.1 External storage & scoped app dirs
```bash
adb pull /sdcard/ ./sdcard-backup/ # DCIM, Download, Documents, etc. — works everywhere
# Android/data and Android/obb are blocked from on-device file managers (11/13+) but
# the adb shell UID can still read them:
adb pull /sdcard/Android/data/ ./android-data/
adb pull /sdcard/Android/obb/ ./android-obb/
```
### 6.2 Content providers (telephony/PIM without root)
`adb shell content query` reaches providers the `shell` UID is allowed to read. What actually works
on a stock device is uneven:
```bash
adb shell content query --uri content://contacts/phones # contacts — usually readable
adb shell content query --uri content://com.android.calendar/events
# SMS/MMS and call_log generally FAIL for the shell UID (need READ_SMS / be default app):
adb shell content query --uri content://sms # typically permission denied
```
For SMS/MMS, call logs, and contacts as restorable files, use an on-device FOSS app rather than
fighting providers over ADB:
- **SMS Import / Export** (`com.github.tmo1.sms_ie`, F-Droid) — SMS+MMS+call log+contacts to
JSON/ZIP, no root, and it *restores* too (set it as default SMS app during restore).
- **Open Android Backup** (mrrfv) — PC-driven, rootless, uses a companion app (not `adb backup`):
restores apps-without-data, internal storage, and contacts (vCard); exports SMS (CSV) and call
log (txt) as **view-only** (no restore, no MMS attachments).
- Contacts also export cleanly from the stock Contacts app ("Export to .vcf") or via Google account
sync — often the least-effort path for the non-technical case.
### 6.3 `run-as` — app data for *debuggable* apps only
```bash
adb shell run-as com.example.debug tar -cpf - ./ > example-data.tar
```
`run-as` only works for apps with `android:debuggable="true"` (i.e. your own dev builds, not Play
Store releases). Shizuku-based file managers use the same `run-as` path and inherit the same limit.
Release-app `/data/data` is **not** reachable at this tier — that needs root (§4) or a
recovery-decrypt (§3).
### 6.4 Bugreport & app lists (cheap, always worth grabbing)
```bash
adb bugreport ./bugreport.zip # logs, settings dump, installed-package metadata
adb shell pm list packages -3 -f # third-party packages + APK paths, to reinstall later
adb shell cmd package list packages --show-versioncode
```
To re-pull the APKs themselves for reinstall:
```bash
adb shell pm path com.example # -> package:/data/app/.../base.apk + splits
adb pull /data/app/~~.../com.example-.../base.apk # repeat for each split; reinstall with
adb install-multiple base.apk split_config.*.apk # install-multiple
```
### 6.5 Vendor D2D and cloud (no-tech last mile)
- **Google** cloud backup + Pixel/Android cable "device-to-device" restore at setup. App data rides
along *only* if the Google **account** is transferred (Block Store is account-bound); untick
nothing under "Accounts". `allowBackup="false"` stops cloud backup but D2D still transfers app data
unless the app sets `dataExtractionRules`/`android:fullBackupOnly` to opt out.
- **Samsung Smart Switch** (PC or cable): backs up most app data, but **encrypted app data (e.g.
WhatsApp), banking logins, and sideloaded APKs do not transfer** — handle those per §9/§10.
- **Seedvault** (CalyxOS/GrapheneOS/LineageOS): the FOSS backup transport. On Android 15 builds its
**device-to-device** mode (Expert settings) is default-on and captures far more app data than the
old cloud-style transport, because it presents as a D2D migration to each app.
---
## 7. The death of `adb backup` (don't build a plan on it)
`adb backup` was deprecated in Android 10 and gutted in Android 12 (API 31): app data is excluded by
default and only included if the app is **debuggable**, so on essentially all release apps across
Android 12–16 `adb backup` produces an archive with no app data. Treat it as unavailable:
- Don't rely on it for a migration. Use root tooling (§4.1), on-device FOSS exporters (§6.2), or
vendor/Seedvault D2D (§6.5) instead.
- `adb restore` likewise cannot restore encrypted backups and is a dead end for modern data.
- The `bmgr`/LocalTransport backup-manager plumbing still exists for *developers testing their own
backup agents* (`adb shell bmgr …`), but it is a per-app developer tool, not a device-wide
extractor — out of scope for a pre-wipe sweep.
---
## 8. EDL / firehose / BROM — dead or bootloader-locked devices
The lowest level, for devices that will not boot to Android *or* recovery. These talk to the SoC's
emergency loader below the OS:
- **Qualcomm EDL (9008)** — [`bkerler/edl`](https://github.com/bkerler/edl) with a firehose
programmer (`.mbn`/`.elf`) matching the SoC. `edl printgpt` lists partitions; `edl rl dumps
--skip=userdata --genxml` dumps all partitions (minus the huge userdata) to a folder with a
`rawprogram` XML; `edl r <partition> <out.img>` grabs one. Newer SoCs need `--loader=<file>`
because loader autodetection no longer works.
- **MediaTek BROM** — [`bkerler/mtkclient`](https://github.com/bkerler/mtkclient). `./mtk printgpt`,
`./mtk rl out` dumps all partitions to `out/`, `./mtk r <partition> <out.img>` for one; `--preloader`
for BROM mode.
The hard limit: **these dumps are ciphertext.** EDL reads the raw flash below the OS, so `userdata`
comes out FBE-encrypted and is not decryptable without the keys (which live in secure hardware keyed
by the lockscreen credential). EDL is therefore excellent for **small identity partitions**
(EFS/persist/nvram — §4.3), full-flash forensic images, and un-bricking, but it is **not** a way to
read a locked phone's app data. Treat downloaded dumps/tools as untrusted input: keep each in its own
directory, pass paths as arguments, and run any helper scripts from outside the dump directory.
---
## 9. App-specific data that needs its own handling
Some high-value data lives behind app-level encryption and ignores the tier ladder:
- **WhatsApp** — local backup at `/sdcard/WhatsApp/Databases/msgstore.db.crypt15` (+ `/Media`). If
the user enabled **end-to-end encrypted backups**, decryption needs the **64-digit key** (or the
`encrypted_backup.key` file from `/data/data/com.whatsapp/files/`, root-only). Tools:
[`wa-crypt-tools`](https://pypi.org/project/wa-crypt-tools/). Easiest migration is WhatsApp's own
built-in transfer or Google-Drive backup with the same phone number — pull the `crypt15` + media
as insurance, not as the primary path.
- **Signal** — does **not** sync to any cloud. Migrate with Signal's in-app device-transfer, or its
encrypted local backup (Settings → Chats → Backups) whose **30-digit passphrase you must record** —
there is no recovery without it.
- **Authenticator / 2FA** — Google Authenticator exports via its QR "export accounts" flow;
**Aegis** (FOSS) exports an encrypted JSON vault. Do this *before* wiping; TOTP seeds not exported
are gone.
---
## 10. What will NOT survive a wipe (plan around it)
No tier recovers these; the only mitigation is to migrate them *before* the wipe:
- **Hardware-backed Keystore keys** are non-exportable by design — key material never leaves the
TEE/StrongBox. Any app that pinned a device-bound key (banking apps, some password managers,
FIDO/passkeys stored in hardware) will treat the restored/new device as untrusted and re-enrol.
- **Play Integrity / SafetyNet attestation** fails on rooted or custom-ROM devices independently of
your data — so a perfectly-restored banking app may still refuse to run. That is an attestation
problem, not a backup problem; don't chase it as data loss.
- **SSAID / `ANDROID_ID`** changes on wipe (per app-signing-key + user), which can log apps out or
reset entitlements even when their `/data/data` is restored byte-perfect.
Before wiping: export 2FA (§9), confirm password-manager vaults sync to their cloud, record Signal
(§9) and WhatsApp keys, and re-enrol passkeys/banking on the new device rather than expecting a
restore to carry them.
---
## 11. Pre-wipe checklist (the one-screen version)
1. **Decide the tier** (§1). Booting + unlockable → root (§4) or ADB (§6). Not booting → recovery
(§3) → EDL (§8).
2. **EFS/modem/persist first** (§4.3) — before any unlock or flash, off-device.
3. **Media & docs** — `adb pull /sdcard` (§6.1).
4. **App data** — root tar + dedicated tool (§4.1), or recovery-decrypted Data backup (§3).
5. **Scoped dirs** — `Android/data`, `Android/obb` (§6.1).
6. **PIM** — SMS/call-log/contacts via SMS Import-Export or vCard (§6.2).
7. **App-specific** — WhatsApp/Signal/2FA via their own flows (§9).
8. **App list + APKs** — `pm list packages -3`, pull splits (§6.4) to rebuild the app set.
9. **System state the app tars miss** (§12.1) — keystore DB, SSAIDs, URI grants, doze whitelist,
app-ops, launcher/shortcuts/QS/controls, Wi-Fi, SD-card UUIDs, root grants, old `packages.list`.
10. **Baseline + app-sweep** the old ROM (`measure.sh`, `test-all-apps.sh`, §12.4) so the new one
has something to be compared against.
11. **Passwords apps keep themselves** — App Manager's KeyStore password, backup-app passphrases,
Signal/WhatsApp keys (§9). Write them down *before* the wipe; none are recoverable after.
12. **Verify the backups off-device** (open the archive, check `ls /data/data` really decrypted)
*before* you type `fastboot -w` or confirm the reset. A backup you have not read back is not a
backup.
---
## 12. Restoring onto a new ROM (root) — what a data tar does not carry
Learned from a full LineageOS-based A16 → Infinity-X A17 switch (Redmi Note 7, Magisk). Restoring
`/data/data` + `user_de` + `Android/data` per §4.4 brings back most apps, but **every app gets a new
UID** on the new ROM, and a lot of state is keyed by UID or lives in system files. The scripts in
[`scripts/android/`](skills-public/scripts/android/) automate the parts below; they take the
device from `ANDROID_SERIAL` like `adb` itself.
### 12.1 Grab these too, before the wipe (all root, all small)
| What | Where | Why it matters on restore |
| :--- | :--- | :--- |
| Old UID map | `/data/system/packages.list` | Remap everything keyed by UID (SSAID, keystore, grants) |
| Keystore2 DB | `/data/misc/keystore/persistent.sqlite` | Apps whose keys vanish show "Keystore error"/log out (§12.3) |
| SSAIDs | `/data/system/users/0/settings_ssaid.xml` | `ANDROID_ID` change logs apps out (GitHub, Bolt, Lovense, …) |
| Persistent SAF grants | `/data/system/urigrants.xml` | Folder pickers (music players, camera, sync apps) lose their folders |
| Doze whitelist | `/data/system/deviceidle.xml` | Notification/automation apps silently stop in background |
| App-ops & special access | `cmd appops dump`, `cmd notification` policy access, `dumpsys package` | `MANAGE_EXTERNAL_STORAGE`, usage stats, DND, `READ_LOGS`, install-packages, notification listeners are **not** runtime permissions |
| Launcher + pinned shortcuts | launcher DB, `/data/system_ce/0/shortcut_service/` | Home screen; pinned shortcuts (e.g. Ice Box) are owned by the system, not the launcher |
| QS tiles, device controls | `settings get secure sysui_qs_tiles`; SystemUI `user_de` `files/controls_favorites.xml` + `shared_prefs/controls_prefs.xml` | Home Assistant controls, dev tiles |
| Wi-Fi | `/data/misc/apex/com.android.wifi/` or `cmd wifi list-networks` + PSKs | Also note which SSIDs must **not** auto-join |
| Root grants + Magisk settings | `magisk --sqlite "SELECT * FROM policies"`, `… FROM settings`, `… FROM denylist`, `/data/adb/modules` (note which are disabled) | UIDs change, grants don't follow; Zygisk off ⇒ DenyList silently does nothing |
| Accounts | `dumpsys account`; `/data/system_ce/0/accounts_ce.db` | Shows which logins (2nd Google account, app-registered accounts) must be re-added by hand — they can't be transplanted |
| SD-card volume IDs | `blkid` of each SD partition | Public volume ID = filesystem UUID; reformat ⇒ new ID ⇒ broken paths and grants |
| Freezer state | `pm list packages -d` + the freezer app's own list | Updates/reinstalls unfreeze |
### 12.2 Restore order and traps
- **Update first, restore data second.** Installing the old APKs and then the store's update is
fine; restoring data *into* an older APK than the data was written by is a downgrade — apps wipe
or crash on it. Never re-run a full restore pass over updated apps; restore data only.
- **Installer of record:** `pm set-installer` refuses even root. Reinstall the same APKs with
`adb install-multiple -r -i <installer>` (keeps data) so Play/Aurora/F-Droid/Obtainium see their
apps as updatable (`fix-installers.py`).
- **New signature, same package** (forks such as Shizuku → Shizuku-Next for a newer Android): tar the
data dirs, uninstall, install, untar, chown/chcon, re-grant, re-freeze — `reinstall-keep-data.sh`.
- **System files are read only at `system_server` start.** Write `urigrants.xml`,
`settings_ssaid.xml`, `shortcut_service/*` etc. (owner `system:system`, mode 600,
`u:object_r:system_data_file:s0`), then `kill -9 $(pidof system_server)` — a soft restart that
does **not** save over them first, which a normal reboot does. It locks the user: unlock with
wake → swipe → `input text <PIN>` → ENTER (the bouncer screenshots black; retry if needed).
- **fs-verity:** files under `shortcut_service` are verity-protected — `rm` then write, never edit.
- **Restored caches can kill an app:** Ice Box OOM-crashed on a restored MMKV package cache. Drop
`cache`, `code_cache`, WebView caches and per-app package-list caches; keep the real state.
- **Re-map UID-keyed state** with the old/new `packages.list` (SSAID `name="<uid>"`, keystore
`namespace`, Magisk `policies.uid`, doze lists are by package and need no remap).
- **SD card:** if the partition had to be recreated, set the old UUID back
(`tune2fs -U <old>` for ext4, `fsck` before and after) rather than fixing every app.
- **Wi-Fi:** restored networks auto-join in their own order; re-add the ones that must stay
manual with `cmd wifi add-network <ssid> wpa2 <psk> -d`.
- **QS tiles** on A17: `settings put secure sysui_qs_tiles` is ignored; use
`cmd statusbar set-tiles "<list>"`. Developer tiles must be enabled first
(`pm enable 'com.android.settings/.development.qstile.DevelopmentTiles$SensorsOff'`).
- **Launcher switch** (Nova had no build for the new Android): converting Nova's `favorites`
table into Lawnchair's Launcher3 schema works (`nova-to-lawnchair.py`) — mark widgets
`restored=1` so Launcher3 binds fresh widget IDs, and re-pin deep shortcuts for the new launcher.
**Banking-app root checks** are not a restore problem, but they show up right after one. Order
that worked (2026-10, Magisk 31, A17): first the ROM's own spoofing settings, if it has any (PIF,
TrickyStore target and keybox, hide developer status). If an app still crashes on purpose, look for
an Xposed module that defuses that app's check. For PayPal 10.18 that was oslokrok on Vector, the
LSPosed successor. Configure Vector headlessly with
`/data/adb/modules/zygisk_vector/cli modules enable <pkg>` and `cli scope set <pkg> <app>/0`.
**Take the app off the Magisk DenyList**: the DenyList strips every Zygisk module from the process,
including the hook.
### 12.3 Keystore: transplanting app keys
Hardware-backed keys never leave the TEE, but keystore2 stores them **wrapped** in its SQLite DB.
If the new ROM runs on the same TEE (compare `keyentry.km_uuid` old vs new — same device, same
firmware ⇒ same), the old wrapped blobs still unwrap. Keys whose `blobmetadata` has tag 0
(`EncryptedBy`) are additionally super-encrypted with the **old lock-screen credential's** key and
cannot be moved. Domain 0 (APP) rows have `namespace = uid` → remap. Stop the apps, back up the live
DB, insert `keyentry`/`blobentry`/`blobmetadata`/`keyparameter`/`keymetadata` with fresh ids, reboot.
Apps that already regenerated keys on the new ROM also need their data re-restored to match.
`scripts/android/keystore-transplant.py OLD_DB [--replace] OLD_UID:NEW_UID …` writes the SQL; dry-run
it on a host copy of the live DB (`pragma integrity_check`) before applying with the device's own
`sqlite3`. Tested: transplanted keys load with no keystore errors after a reboot. That does not
bring back sessions the server ended, or apps that refuse to run because their build is too old.
### 12.4 Verify like a user would
- `test-all-apps.sh OUT` cold-starts every user app (unfreezing and re-freezing), screenshots it,
and greps its log for crashes, ANRs and keystore/crypto errors → `results.tsv`. Look at every
screenshot: logouts, licence checks, ToS/"what's new" dialogs and permission prompts don't crash.
- Android 17 shell launches must match the activity's intent filter:
`am start -a android.intent.action.MAIN -c android.intent.category.LAUNCHER -n 'pkg/act'`
(single-quote it — component names contain `$`). `-n` alone gives "Access blocked".
- `measure.sh OUT [pkg…]` snapshots memory, crashes/ANRs/lmk kills since boot and cold-launch
times; run it on the old ROM before the wipe so there is a baseline.
- Keep a running log of every security setting weakened during the restore (adb stay-awake, root
grants, doze exemptions, …) with its revert command; the restore needs many of them and nobody
remembers them afterwards.
+141 -3
View File
@@ -4,8 +4,10 @@ description: >-
Use this skill whenever invoking a command-line tool, choosing between a CLI and an ad-hoc
script, writing a standalone utility script, or orienting on unfamiliar work before starting.
Covers discovering a CLI's real interface instead of guessing flags, non-interactive and
machine-readable invocation, script placement and symlinking, and care around destructive
or outward-facing commands.
machine-readable invocation, checking an API's payload rather than its exit status, keeping
credentials out of argv, eventually-consistent systems that briefly report the old state,
script placement and symlinking, and care around destructive or outward-facing commands —
including additive changes that silently take over a name already serving traffic.
---
# CLI & Tooling — Discovery, Invocation, and Script Placement
@@ -49,6 +51,24 @@ Before writing a script to do something, check whether:
- the tool you are already using has a subcommand for it,
- the project's own `scripts/` directory already contains it.
### Desktop Steam Client Lifecycle (`steamcli`)
> [!TIP]
> **Never spawn Steam via raw shell backgrounding (`nohup steam &` or `steam -silent &`) or kill it with `pkill`.**
> On desktop Linux/Bazzite, raw spawning leaves orphaned bash wrappers, misses custom client flags, or fails to initialize properly.
> Instead, manage the desktop Steam client through **`steamcli client`**:
> ```bash
> # Graceful exit and wait for it to finish flushing configuration:
> steamcli client shutdown
>
> # Launch the desktop client cleanly with configured defaults:
> steamcli client launch
>
> # Launch with custom Steam arguments:
> steamcli client launch -- -silent
> ```
---
## 2. Non-Interactive Invocation
@@ -83,6 +103,16 @@ tool list -o csv # structured columns for a spreadsheet or script
- **Never scrape a table meant for humans.** Column widths, truncation, colour codes, and
alignment all change without notice; a structured format is a contract.
- **Check the payload, not just the exit status.** Plenty of HTTP APIs answer `200 OK` with
`{"success": false, "errors": [...]}` in the body, and `curl` exits `0` because the
*request* worked. A script that trusts the exit code reports a clean success and writes
nothing. Assert on the field the API uses for this, and print `errors[]` when it trips:
```bash
if [[ "$(jq -r '.success' <<<"$response")" != true ]]; then
jq -r '.errors[]? | " - \(.message)"' <<<"$response" >&2
exit 1
fi
```
- Strip colour explicitly (`--color never`, `NO_COLOR=1`) when capturing output, or escape
sequences end up in your parsed values.
- Keep in mind that a "compact" or summary format is the right default for feeding an agent,
@@ -166,9 +196,117 @@ system, not scattered at the repository root.
- Anything that sends, publishes, deploys, or purchases is outward-facing: confirm first, and
treat approval as applying to that one action rather than the category.
### Adding something can take something over
> [!CAUTION]
> **A change that deletes nothing can still break a live service.** The dangerous operations
> are not only the ones named `delete`. Adding a routing rule, a proxy entry, a redirect, a
> DNS override or a higher-priority config can silently intercept a name that is already
> serving traffic — while the thing it shadows still looks perfectly healthy in every
> listing, because it was never touched.
>
> That is the worst shape a failure can take: the old config is still there, still correct,
> still pointing where it should, and the service is dead anyway. Nothing in the inventory
> says what happened.
**Before claiming a name, ask what currently answers to it** — and refuse by default when
something does:
```bash
# Only an unrouteable placeholder, or an entry this tool made, is safe to assume is free.
if [[ "$(current_target "$host")" != "$PLACEHOLDER" && "$(owner "$host")" != "$MARKER" ]]; then
[[ "$FORCE" == true ]] || die "$host already serves $(current_target "$host") — pass --force"
fi
```
Two things make that check possible:
- **Mark what you create.** A comment field, a tag, a description prefix — anything that
distinguishes *your* entries from ones a human made. It turns "is this mine to replace?"
into a lookup rather than a guess, and it is what lets the matching `--delete` refuse to
remove something it did not create.
- **Make `--force` the only way past**, and name in the refusal what is there now. A tool that
silently overwrites is one nobody can safely run against production.
> [!TIP]
> Test such a tool against a name you **expect** it to reject, not only against a free one.
> The rejection path is where the damage would have been, and it is the half a happy-path test
> never exercises.
---
## 7. Environment Constraints
## 7. Credentials Belong on stdin, Not in `argv`
> [!WARNING]
> **`argv` is world-readable.** Any user on the box can run `ps` and read the full command
> line of every process. A token passed as `-H "Authorization: Bearer $TOKEN"`, `--password`,
> or `--token` is therefore exposed for as long as the call runs — and lands in shell history
> and process accounting too.
Most CLIs that accept a secret as a flag also accept it somewhere safer. Use that instead:
```bash
# WRONG — the token is visible in `ps` for the life of the request
curl -H "Authorization: Bearer $TOKEN" "$url"
# RIGHT — curl reads its options from stdin; argv holds nothing sensitive
printf 'header = "Authorization: Bearer %s"\n' "$TOKEN" | curl --config - "$url"
```
The equivalent elsewhere: `--password-stdin` (docker login, many package tools), `-u` with a
`.netrc`, `--token-file`, or simply an environment variable the tool reads by name. Reach for
the env var when nothing better exists — it is readable through `/proc/<pid>/environ` but only
by the owner and root, which is a meaningfully smaller exposure than `argv`.
See [`code-languages/bash.md` §8](skills-public/code-languages/bash.md) for the surrounding rules on
where secrets are stored and why they are never echoed.
---
## 8. Eventually-Consistent Systems Lie Briefly
Edge networks, DNS, CDNs, object stores, container registries and clustered schedulers all
acknowledge a write before it is visible everywhere. **A read taken immediately after a
successful write is not evidence of anything.**
The failure mode is believing the tool is broken and "fixing" it:
- A changed rule still returns the **old** value for a while — which reads as "my write was
ignored".
- A brand-new name returns an **error** for a while — a 5xx, an NXDOMAIN, a 404 — which reads
much worse than it is.
So: take the write's own success response as the result, and treat the first few reads as
unreliable. When a verification read matters, **say how long propagation takes** in the tool's
own help or header comment, so the next person does not rediscover it at 2am. State it as a
number — "~30s for a rule, ~40s for a new name" — because "eventually" tells nobody when to
start worrying.
Do not wrap this in a polling loop (see
[`code-languages/bash.md` §3](skills-public/code-languages/bash.md)); take one sample per
invocation and let the caller run it again.
> [!WARNING]
> **Checking too early can make the delay much worse.** A failed lookup is itself cached. Query
> a DNS name before it exists and the resolver stores the `NXDOMAIN` for the SOA's negative TTL
> — commonly 300-1800s — so the name stays invisible to *you* long after it is live for
> everyone else. Polling during propagation is what creates this, which is a second reason not
> to loop.
>
> When a check does come back negative, confirm where the negative lives before concluding
> anything: query the authoritative source directly and compare. The answer is often "the
> record is fine, my resolver is lying", and flushing the local cache will not help if the
> stale entry is on an upstream resolver you do not control.
>
> ```bash
> dig +short @1.1.1.1 "$name" # authoritative-ish: is it actually published?
> dig +short "$name" # what my resolver believes
> curl --resolve "$name:443:<ip>" "https://$name/" # bypass DNS entirely to test the service
> ```
---
## 9. Environment Constraints
- **Entering a container or changing shells resets the working directory.** Chain `cd` inside
the same command string rather than relying on it persisting:
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---
name: gsc
description: >-
Use this skill when writing, reviewing, or debugging GSC (Game Script / Call of Duty script)
or CSC — including entity-vs-level scope, threads and notify/wait semantics, endon/waittill
discipline, undefined-value guards, the no-OOP/no-exceptions reality, asset precaching,
per-frame cost, block scoping, and compiling off-engine with gsc-tool.
---
# GSC — Rules & Preferences
Extends [`coding-dev.md`](skills-public/coding-dev.md). Everything there applies; this adds GSC specifics.
GSC is the Call of Duty engine's own scripting language (`.gsc` server-side, `.csc`
client-side). It is **not Lua, not JavaScript, and not C** despite resembling all three. It has
no type system, no exceptions, no classes, no closures in most dialects, and no test harness.
It can be compiled off-engine (see §1), which catches syntax and scope errors — but nothing
checks a type, a field that was never set, or a builtin that does not exist in the target title.
So the code still has to be written so that it cannot be wrong.
> [!IMPORTANT]
> **Establish the dialect before writing anything.** IW3/IW4 (MW/MW2), IW5 (MW3), T5/T6 (Black
> Ops 1/2), IW6, s1/s2, H1/H2 (MWR / MW2CR), and the various mod loaders (h2-mod, iw4x, plutonium,
> t6 GSC Studio) each differ in available builtins, in how scripts get loaded, and in whether
> `foreach`, `switch` fallthrough, or function pointers exist. A builtin from the wrong title is
> a silent `undefined` or a hard crash.
---
## 1. The Gate — `gsc-tool`, Then The Game
**There is an off-engine GSC compiler: `gsc-tool`.** Reach for it first; it is
easy to assume none exists and verify by loading a map instead.
```bash
gsc-tool --mode comp --game <title> --system pc --dry path/to/script.gsc
```
It exits non-zero and prints the engine's own diagnostic, e.g.
`[ERROR]:compiler:script:97:25: local variable 'previous_count' not found`.
- **Use `--mode comp`, not `--mode parse`.** `parse` is syntax-only and happily
accepts code the engine's compiler rejects, including the block-scope error
above. `comp` with `--dry` writes nothing and does the real thing.
- **`--game` must match the title**, and it is not the marketing name: MW2
Campaign Remastered is `h2`, MWR is `h1`. The choices are `iw5 iw6 iw7 iw8
iw9 s1 s2 s4 h1 h2 t6 t7 t8 t9 jup`. Wrong title, wrong builtin table.
- Prebuilt binaries ship on its GitHub releases; there is no distro package.
- Many mod trees already vendor it (Overlord has it under `deps/gsc-tool`).
What that still leaves:
| Check | How |
| :--- | :--- |
| **Syntax + semantics** | `gsc-tool --mode comp`. Put it in the build gate. |
| **Builtin exists for this title** | `gsc-tool`'s own engine tables, e.g. `src/gsc/engine/h2_meth.cpp`. Grep before using a builtin you remember from another title. |
| **Runtime errors** | In-game console / `developer 1`. Many mod loaders print a script stack trace. |
| **Tests** | None off-host. Behaviour is verified by playing the map. |
So a compile is cheap and mandatory, and **behaviour is still unverified until
the map runs.** Both halves matter:
- **`developer 1` (or the loader's equivalent) is mandatory during development.** Without it the
engine suppresses script warnings and an undefined-value error looks like "the feature did
nothing".
- **Load the script and read the console on every change**, before judging behaviour. "Nothing
happened" is far more often a parse error at load than a logic bug.
- **Instrument with `iprintln` / `iprintlnbold` / `println`** on the success *and* the failure
path. A function that silently returns on a guard is indistinguishable from one that never ran.
- **Say plainly in your report that GSC behaviour is unverified** unless you actually loaded the
map and watched it. A clean `gsc-tool` compile proves the script loads, not that it works.
---
## 2. Scope — `self`, `level`, `game`, and Locals
| Scope | Lifetime | Use for |
| :--- | :--- | :--- |
| local variable | the function call | everything it can hold |
| `self` | the entity | per-entity state (a player's, an actor's) |
| `level` | the current map/level | per-round state, map config, shared handles |
| `game` | across map restarts | persistent state only |
- **Prefix your own fields.** `level.mymod_spawn_queue`, not `level.queue`. `level` and `self`
are one flat namespace shared with the stock game scripts and every other mod; a collision
overwrites engine state and the symptom appears somewhere unrelated.
- **Never write to a stock field you did not create** unless that is the documented integration
point. Read it, copy it, leave it.
- **A function called *on* an entity gets it as `self`**: `player giveweapon("m4")`. Calling the
same function without a prefix leaves `self` undefined and the first `self.x` access errors.
- `self` is not inherited into a `thread`ed call's children automatically in the way callers
expect — `ent thread f()` gives `f` `self == ent`, but a plain `f()` inside it does not.
---
## 3. Undefined Is The Default — Guard Everything External
GSC has no types and no nullability. **Reading a field that was never set yields `undefined`,
and using it in arithmetic or a method call is a runtime error that aborts the thread** — often
silently from the player's point of view.
```gsc
// WRONG: any of these can be undefined
ent = level.target;
ent setorigin(level.player.origin + (0, 0, 64));
// RIGHT
if (!isdefined(level.target) || !isdefined(level.player))
return;
```
- **`isdefined()` on every entity, every `level.*`/`self.*` read you did not write in the same
function, and every return value from a lookup.**
- **Entities die.** A handle held across a `wait` may be a dead entity by the time the thread
resumes. Re-check `isdefined(ent)` *after* every `wait`, not only before.
- `isalive(ent)` is the check for an actor you intend to act on; `isdefined` only proves the
handle exists.
- This is the one place where the general "don't over-guard" rule inverts: in GSC a value from
outside the current function genuinely can be undefined, so the check is not dead code.
- Arrays: `array.size` is safe on an empty array but errors on an undefined one. Guard the array,
then the index.
---
## 4. Threads, `notify`, `waittill`, `endon`
```gsc
monitor_thing()
{
level endon("game_ended");
self endon("death");
for (;;)
{
self waittill("trigger_activated");
do_work();
}
}
```
- **`thread` starts a coroutine and returns immediately.** It does not return the function's
value — a `thread`ed function's `return` value is unreachable. Pass a handle or notify.
- **Every long-lived thread needs an `endon`.** Without one, a loop keeps running after the
entity dies or the level ends, and then errors on a dead `self` — or leaks, one copy per spawn.
`level endon("game_ended")` plus the relevant entity `endon` is the baseline.
- **`endon` must be registered before the first `wait`**, at the top of the function. Registering
it later leaves a window.
- **`waittill` is the event primitive — prefer it to polling.** `self waittill("death")` is
correct; `while (isalive(self)) wait 0.05;` is the same thing, worse, and costs every frame
forever. This is the general events-over-polling rule, and GSC gives you the event.
- **A `notify` with no waiter is lost.** There is no queue. If a thread might not be waiting yet,
set a flag as well as notifying, and have the waiter check the flag first.
- `waittill("x", a, b)` receives the notify's extra parameters. The names are positional.
- **`waittillframeend`** is the tool for "after everything else this frame" — use it instead of
`wait 0.05` when the intent is ordering, not delay.
- `wait 0` is not zero; it is one frame. `wait 0.05` is one server frame at 20Hz — write the
intent, not a magic number, and name the constant.
---
## 5. Per-Frame Cost Is Your Budget
The script VM shares the server frame with everything else, and there is a **hard instruction
budget per frame**. Exceeding it produces `script runtime error: exceeded maximum number of
script variables` or a visible server hitch.
- **One polling loop per concern, never one per entity.** A `for(;;) { wait 0.05 }` loop on each
of 60 actors is 60 wakeups a frame. Keep one manager loop over an array.
- **Where an event exists, the polling loop should not.** See §4.
- **Never loop without a `wait` inside.** A `for(;;)` with no `wait` hangs the server frame and
takes the match down — this is the single most common fatal GSC mistake.
- Keep the body of a per-frame loop trivial. Move anything expensive behind a condition or a
longer interval, and say in a comment why that interval.
- Spawning is expensive and entity counts are capped. Reuse and pool; delete what you spawned.
---
## 6. Assets Must Be Precached
```gsc
init()
{
precachemodel("com_laptop_open");
precacheshader("hud_icon_frag");
precachestring(&"MYMOD_HINT");
}
```
- **Precaching only works during the level's load phase.** A `precachemodel` after the map is
live either errors or silently fails, and the model then renders as a missing-asset
placeholder or nothing at all.
- Put every precache in the init path, unconditionally — not behind the feature flag that decides
whether the asset gets used.
- **A model or weapon name not present in the loaded level's zone will not spawn**, regardless of
precaching. Asset availability is per-map; a name verified on one map proves nothing about
another. State which map you verified on.
- Localized strings use the `&"REFERENCE"` form and must exist in the string table; a missing one
displays the raw reference.
---
## 7. Language Facts That Surprise People
- **No exceptions, no `try`.** An error aborts the current thread and nothing else. There is no
recovery and no handler — which is why §3's guards are the error handling.
- **No classes, no inheritance, no `new`.** "Objects" are entities with fields, or plain arrays
used as structs. `spawnstruct()` is the idiom for a bag of fields with no world presence.
- **Function pointers**: `::funcname` (and `[[ptr]]()` to call) exist in most dialects but not
all. Verify before relying on them.
- **No closures** in most dialects — an inner function cannot capture a local. Pass state
explicitly or hang it on a struct.
- `foreach (x in arr)` exists in IW4+ and T6 but not in the earliest dialects; `for (i = 0;
i < arr.size; i++)` always works.
- **Arrays are associative.** `array[]` with integer keys behaves like a list, but deleting an
element leaves a hole and `.size` counts keys. Rebuild rather than delete-in-place.
- String comparison is `==`; there is no `switch` on anything but constants, and fallthrough
rules differ by dialect.
- Vectors are `(x, y, z)` literals with `+`, `-`, and scalar `*`. Component access is `v[0]`,
`v[1]`, `v[2]`. `anglestoforward` / `vectornormalize` / `distance` are builtins — do not
hand-roll vector maths.
---
## 8. Style & Structure
- **Allman braces, 4 spaces** — the stock scripts' convention; match it, because GSC is almost
always read next to engine scripts.
- `main()` is the level entry point; `init()` is the convention for a module's setup called from
it. Which one the loader calls is dialect- and loader-specific — verify, do not assume.
- `#include maps\_utility;` (dialect-dependent path syntax) at the top; prefer the stock utility
functions over reimplementing them. `maps\_utility` and `common_scripts\utility` already have
flag, wait, and array helpers.
- **`/* */` comments do not nest.** Commenting out a block that contains one breaks the file.
- **A local declared inside a block is not visible after it.** Writing it in one `if` and reading
it in a second does not compile — declare it unconditionally at function scope. Assigning
`undefined` to an entity field unsets it, which is usually the right "restore nothing".
- **No file-scope constants.** `MY_CONST = 0.2;` outside a function is not valid in most
dialects; use a local at the point of use or a `level.` field set during init.
- File and function size limits from the general rules apply, and matter more here than usual:
there is no debugger worth the name, so a 300-line function is unanalysable.
- **Delete dead code.** With no linter to flag it, commented-out GSC accumulates forever.
---
## 9. Side Effects on Level State
GSC runs inside someone else's running game. A change to shared state is not scoped to your
feature and is not undone when your thread ends.
- **Mutating a stock spawner, trigger, or flag changes the mission.** Setting
`spawner.count = 999` to get an extra AI makes that spawner infinite for the rest of the level.
Save the old value and restore it, or clone rather than mutate.
- **Anything you spawn, you delete.** Track handles in your own `level.mymod_*` array and provide
a cleanup path; an orphaned entity survives until map change and counts against the cap.
- **`setdvar` is global and persistent.** A dvar used as a command channel must be cleared
immediately on read, and the clear must happen even on the failure path — otherwise the next
poll re-fires the same command.
- A dvar as an IPC channel is a **poll**, which §5 says to avoid; it is acceptable only because
GSC cannot receive a host event, and the interval and the clear-on-read should both be
explicit and commented.
- Never leave the player in a modified state (god mode, `notarget`, a changed movement speed)
when the feature that set it is turned off. Toggles need an off path that actually restores.
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- **Imports**: prefer the configured alias (`@/…`) over relative climbs.
- Indentation and quote/semicolon style: **match the file you are editing**. Do not introduce
a new formatter or lint config into a project that already has one.
- **One file until it earns a split** — around 250 lines for a self-contained plugin/feature,
or when a second file is genuinely reusable (`utils.ts`, `types.ts`, `components/`).
Hard limits from the general rules still apply: ESLint's `max-lines` and
- **One file until it earns a split** — when it nears the 1000-line limit, or when a second
file is genuinely reusable (`utils.ts`, `types.ts`, `components/`).
The limits from the general rules (1000 lines per file, 200 per function) apply: ESLint's `max-lines` and
`max-lines-per-function` cover both natively, so prefer those over a separate test here.
---
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---
name: lua
description: >-
Use this skill when writing, reviewing, or debugging Lua — including Lua 5.1/5.2/5.3+ and
LuaJIT dialect differences, HavokScript (HKS) as used by Call of Duty's LUI, luacheck
configuration, locals over globals, pcall error handling, the integer-vs-float and
table-length pitfalls, module layout, and embedded/sandboxed-host constraints.
---
# Lua — Rules & Preferences
Extends [`coding-dev.md`](skills-public/coding-dev.md). Everything there applies; this adds Lua specifics.
Lua is almost always **embedded**: the host decides the dialect, the available standard
library, the module loader, and whether an uncaught error takes the process down. **Establish
which host and which dialect you are writing for before writing a line** — the same file is
correct in one and a crash in another.
---
## 1. Pin the Dialect First
| Dialect | Notable traits |
| :--- | :--- |
| **5.1** | `loadstring`, `unpack`, `setfenv`/`getfenv`, `module()`, no integer type, no goto |
| **LuaJIT** | 5.1 plus `bit`, `ffi`, `jit`; a few 5.2 extensions |
| **5.2** | `load` replaces `loadstring`, `_ENV` replaces `setfenv`, `goto`, `table.unpack` |
| **5.3** | distinct integer subtype, `//`, bitwise operators, `math.type` |
| **5.4** | `<const>` / `<close>` attributes, generational GC |
| **HavokScript (HKS)** | a 5.1 fork; see §8 |
- **Determine it from the host, not from habit.** `print(_VERSION)` in the target runtime, or
read the host's embedding code. A `goto` in a 5.1 host is a parse error, and a `loadstring`
in 5.4 is a nil call.
- **Write for the host's dialect; do not write portable-across-all-five code** unless the
module genuinely ships to several. Compatibility shims
(`local unpack = table.unpack or unpack`) are worth it only where that is true.
- Lua 5.1 has **no integer type** — every number is a double. `1/2` is `0.5`, and
`tostring(3.0)` is `"3"` in 5.1 but `"3.0"` in 5.3. Never round-trip a number through a
string and expect the same text across dialects.
---
## 2. The Gate
```bash
luacheck . # lint; must be clean
stylua --check . # or lua-format; formatting
luac -p $(git ls-files '*.lua') # parse check against the TARGET dialect's luac
busted # tests, where the code is testable off-host
```
- **`luac -p` is the cheapest real check available** and the one most often skipped. It catches
syntax errors, and when run with the host's own Lua version it catches dialect mismatches
before the host does. For an embedded host whose scripts cannot be unit tested, this plus
`luacheck` *is* the gate — wire it into the build script and never commit a file that fails it.
- `luacheck` needs its globals declared or it reports the host's API as undefined. Declare them
rather than disabling the check:
```lua
-- .luacheckrc
std = "lua51"
read_globals = { "Engine", "LUI", "GenericButtonSettings" }
globals = { "MyModuleState" } -- only what this code deliberately writes
max_line_length = 120
```
- `read_globals` for the host's API, `globals` only for names you intentionally define. If the
list of writable globals is growing, that is the finding — see §3.
---
## 3. Locals, Not Globals
**Every variable is `local` unless it must be visible to the host.** An unqualified assignment
creates a global, silently, with no warning from the language.
```lua
-- WRONG: typo creates a new global; the real one keeps its old value
local function update() cofnig.volume = 1 end
-- RIGHT
local config = require("config")
local function update() config.volume = 1 end
```
- Locals are also **faster** — they are register slots, while a global is a hash lookup in
`_ENV` on every access. Hoist hot library functions into locals at the top of a module:
`local floor, insert = math.floor, table.insert`.
- **Namespace what must be global.** One table (`MyMod.state`), never a scatter of
`myModFoo` / `myModBar`. In a shared host every global is in one namespace with every other
script's.
- `luacheck` flags accidental globals. Keep it clean and the typo class disappears.
- The 200-local-per-function limit is real; hitting it means the function needed splitting long ago.
---
## 4. Errors — `pcall` at the Boundary, Not Everywhere
- **`error()` for real failures; return `nil, message` for expected ones.** A file that may not
exist returns `nil, err`; a caller passing the wrong type gets an `error`.
- **`pcall` / `xpcall` at the boundary only** — a callback the host invokes, a plugin entry
point, a request handler. Wrapping every internal call turns a stack trace into a string and
hides where the fault was.
- **`xpcall(f, debug.traceback)` when you need the trace.** Plain `pcall` discards it, and the
message alone rarely identifies the line in a long callback chain.
- **Never swallow it.** `pcall(f)` with the result ignored is an empty catch block:
```lua
-- WRONG
pcall(risky)
-- RIGHT
local ok, err = pcall(risky)
if not ok then log.warn("risky failed: " .. tostring(err)) end
```
- `error("msg", 2)` blames the caller instead of the raising line — the right level for an
argument-validation error.
- `error()` can be given a **table**, which is how you carry structured error data; the
`tostring` of it is then meaningless, so handlers must check `type(err)`.
---
## 5. Tables — The Traps
- **`#t` is only defined for a sequence** (keys `1..n` with no holes). With a hole it may return
either boundary, and the choice can change between runs. Track the count yourself when a
table can be sparse, and never use `#t` on a map.
- **`table.insert` / `table.remove` shift every later element** — O(n). Appending with
`t[#t+1] = v` is cheaper than `table.insert(t, v)`; building a new table beats removing from
the middle in a loop.
- **Never mutate a table while iterating it with `pairs`.** Assigning to an existing key is
defined; adding a new one is not. Collect keys first, then act.
- **`pairs` order is unspecified** and varies run to run. Anything user-visible or compared
between runs must sort its keys first.
- `ipairs` stops at the first `nil`. Use it for sequences and `pairs` for maps — the choice
documents which the table is.
- `nil` cannot be stored in a table; `t[k] = nil` is a delete, and a sequence containing `nil`
is not a sequence.
- Beware `0` and `""` being **truthy**. Only `nil` and `false` are false, so
`if count then` is true at zero — test `if count ~= 0 then`.
- `1` and `1.0` are the **same key** in 5.3+ (the float is normalized), but a non-integral
float is its own key.
---
## 6. Strings
- **Never build a string in a loop with `..`.** Each concatenation allocates; collect into a
table and `table.concat` once.
- **Lua patterns are not regex.** `%` is the escape (not `\`), there is no alternation and no
`+`/`?` on groups, character classes are `%a %d %s %w %p %c %x` and their uppercase
complements. Reach for `lpeg` when the grammar is real.
- `string.format("%q", s)` produces a Lua-readable quoted literal — correct for serialization,
wrong for display.
- `%s` in `string.format` calls `tostring`, so a nil argument renders `"nil"` rather than
erroring — the opposite of `..`, which errors on nil. That asymmetry is a frequent crash
source in host callbacks: **prefer `string.format` over `..` for any message built from
values that could be nil**, or guard with `tostring()`.
- Indices are 1-based and inclusive on both ends: `s:sub(1, 3)` is the first three bytes.
- Strings are **byte** strings. `#s` and `s:sub` count bytes, not characters — use `utf8` (5.3+)
or a library for anything non-ASCII.
---
## 7. Modules & Structure
```lua
local M = {}
local function helper(x) -- private: a local, not M.helper
return x * 2
end
function M.public(x)
return helper(x)
end
return M
```
- **Return a local table. Never set globals, never use `module()`** (deprecated in 5.1,
removed in 5.2).
- `require` caches by module name — a module body runs once. Do not rely on re-`require` to
reset state; expose an explicit `M.reset()` if a reset is needed.
- `:` for methods that take `self`, `.` for everything else. Be consistent — a `.` call on a
`:` method passes the first argument as `self` and fails confusingly.
- File and function size limits from the general rules apply.
---
## 8. Embedded & Sandboxed Hosts
When the host owns the interpreter (a game engine, nginx, Redis, Neovim, a plugin API), its
constraints outrank every preference above.
- **Verify an API exists before calling it.** The host's surface differs between versions and
builds, and a missing function is a `nil` call that takes down whatever invoked you:
```lua
if type(Engine.SetDvarString) == "function" then
Engine.SetDvarString(name, value)
end
```
Prefer `type(x) == "function"` over a bare `if x then` — it also rejects a truthy non-callable.
- **An uncaught error in a host callback may crash the process, not just the script.** In a C
host the error unwinds through C frames that were not written to expect it. Treat every
callback body as a trust boundary and `pcall` it.
- **Do not monkey-patch host globals** (`print`, `require`, a host API function) outside a
tightly scoped save/restore — and even then, remember the restore does not happen if the body
errors, so do it in the `pcall` result path. Reentrancy makes the saved original a wrapper.
- **Load order is the host's, not yours.** Do not assume a sibling script has run. Read shared
state inside callbacks rather than at load time, and register your own state defensively.
- **Check what the standard library actually is.** Many hosts remove `io`, `os`, and `debug`, or
replace them with their own (`io.readfile` rather than `io.open`). Feature-test; do not assume.
- Logging is whatever the host provides. Use it rather than `print`, and never leave a
high-frequency print in a per-frame callback.
### HavokScript (HKS) — Call of Duty LUI
Call of Duty's UI (LUI) runs **HavokScript**, a proprietary Lua 5.1 fork:
- It is **5.1-based**: `loadstring`, `unpack`, `setfenv` — no `goto`, no integer division, no
bitwise operators, no `table.unpack`.
- There is **no `require` for siblings inside a UI script folder** in h2-mod-style loaders; a
module directory's `__init__.lua` is loaded on its own. Keep each module self-contained in one
file rather than splitting it and discovering the split does not load.
- There is **no off-host test harness**. `luac -p` with a 5.1 `luac`, `luacheck --std lua51`,
and reading the game's console output are the entire verification story — so lint and parse
checks are not optional here, they are the only gate that exists.
- **A dvar read is not type-safe.** `Engine.GetDvarString` on an unregistered dvar returns `nil`,
and `nil .. "text"` is an error that propagates out of the LUI event dispatcher as an access
violation. Register the dvar first, feature-test the accessor, and build messages with
`string.format`.
- **Hot-reload with `dofile` leaves the previous registration in place.** Guard re-entry with a
module flag, and expect duplicate menu buttons when you do not.
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---
name: php
description: >-
Use this skill when writing, linting, analysing, testing, or releasing PHP — libraries,
Composer packages, generated SDKs, and plain PHP-FPM web applications behind nginx. Covers
strict_types, PHPStan at max, PER-CS 2.0 with risky rules, final readonly value objects,
backed enums, PSR interfaces over implementations, output escaping, and PHPUnit strictness.
---
# PHP — Rules & Preferences
Extends [`coding-dev.md`](skills-public/coding-dev.md). Everything there applies; this adds PHP specifics.
PHP here means one of two things, and they differ: a **library** published through Composer,
which depends on PSR interfaces and ships no implementation, and a **plain PHP-FPM application**
behind nginx with no framework, where the filesystem is the router. Both carry §1–§8; §9 is the
library half and §10 the application half.
---
## 1. The Gate
```bash
composer lint # php-cs-fixer fix --dry-run --diff
composer stan # phpstan analyse
composer test # phpunit
composer check # all three, in that order
```
Define those four as `scripts` in `composer.json` so the gate has one name. `composer check`
must be clean before anything is called done — zero fixer diffs, zero PHPStan errors, zero
test failures, and no warnings, notices or deprecations (see §7).
- Use `@php tools/x.php` rather than `php tools/x.php` in a composer script: it runs the
interpreter Composer itself is running under, which matters on a machine with several.
- `composer test` must never touch the network. Point `defaultTestSuite` at the unit suite so
a bare run is safe to fire blind.
- Name tool configs `.dist` — `phpstan.neon.dist`, `phpunit.xml.dist`, `.php-cs-fixer.dist.php` —
so a developer can drop a local override beside them without dirtying the repo. Add the
caches (`.php-cs-fixer.cache`, `.phpunit.cache`) to `.gitignore`.
- Lockfile by artifact type: an **application commits `composer.lock`**, a **library ignores
it**. Getting this backwards shows up in every diff.
---
## 2. There Is No PHP On The Host
On this workstation PHP is not installed on the host at all. `~/.local/bin/php` is a three-line
bridge that execs into the development container, and **`composer` has no bridge** — see
[`distrobox-buildbox-dev.md`](skills-private/distrobox-buildbox-dev.md) for the container, and
[`coding-dev.md` §13](skills-public/coding-dev.md) for why toolchains never land on an immutable
host root.
```bash
# php works from the host. composer does not — go through the container, and chain the cd,
# because entering one resets the working directory.
distrobox enter <container> -- bash -c "cd /abs/path/to/project && composer check"
```
> [!CAUTION]
> **Inside the container, prepend `PATH=/usr/bin:/bin`.** The host `~/.local/bin` is on PATH
> ahead of `/usr/bin` there, so the host's own `php` bridge shadows the container's real
> interpreter and dies with `/usr/bin/distrobox: No such file or directory`. Every
> `vendor/bin/*` tool is a PHP script, so `vendor/bin/phpstan` fails this way and the error
> names distrobox rather than anything to do with PHP. `php vendor/bin/phpstan` with the fixed
> PATH works.
Edit PHP sources with `Read`/`Edit`/`Write`, not with `sed` or a `php -r` patch script. The
nested quoting inside `distrobox enter … bash -c "…"` mangles `$`, backslashes and quotes in
exactly the places PHP uses them, and a half-applied patch script reports success.
---
## 3. Strictness — `strict_types` In Every File, PHPStan At Max
```php
<?php
declare(strict_types=1);
```
**Every file, with no exceptions**, enforced mechanically by the fixer's `declare_strict_types`
rule rather than by review. Without it a `"7"` from an API quietly becomes `int 7` and a
hydrator whose whole purpose is to fail loudly on drift stops failing at all.
```neon
# phpstan.neon.dist
parameters:
level: max
paths:
- src
- tests
- tools
- examples
treatPhpDocTypesAsCertain: false
```
- **Analyse tests, tools and examples too**, not just `src`. Those are the three places authors
assume are exempt, and they are where a convention actually breaks first.
- `treatPhpDocTypesAsCertain: false` stops PHPStan trusting a PHPDoc that is narrower than the
signature, so genuine runtime `is_string`/`is_array` guards are not reported as always-true.
- **No baseline and no `ignoreErrors`.** Level max is reachable with standard tags and real
guards; a baseline is a list of things nobody will ever go back to.
- A suppression, when genuinely needed, is the narrowest `@phpstan-ignore-next-line` with the
reason on it. Reaching for `@phpstan-*` or `@psalm-*` to describe a *type* is a smell — the
standard tags in §5 carry everything level max needs.
- **Never relax a strictness flag without an adjacent comment saying why.** This is the house
habit across every config file in the repo, and it is what makes a relaxation reviewable
instead of load-bearing folklore.
---
## 4. Formatting — PER-CS 2.0, Risky Rules On
```php
// .php-cs-fixer.dist.php
->setRiskyAllowed(true)
->setRules([
'@PER-CS2.0' => true,
'@PHP82Migration' => true,
'declare_strict_types' => true,
'strict_param' => true,
'strict_comparison' => true,
'global_namespace_import' => ['import_classes' => false, 'import_functions' => false],
'no_unused_imports' => true,
'ordered_imports' => ['sort_algorithm' => 'alpha'],
'php_unit_test_case_static_method_calls' => ['call_type' => 'self'],
])
```
php-cs-fixer and PHPStan, not Pint and not Psalm. The fixer config does more normative work
than the prose does: these rules are where five of the conventions below stop being review
items.
- `strict_comparison` + `strict_param` mean every comparison is `===`/`!==` and every
`in_array()` carries its third argument. Loose `in_array` matches numeric strings.
- `global_namespace_import => false` is why every global function, constant and class is written
with a leading backslash: `\sprintf`, `\JSON_THROW_ON_ERROR`, `\DateTimeImmutable`,
`\RuntimeException`. Inside a namespace an unqualified call makes PHP look up the namespaced
name first and fall back to global — a per-call cost, and a hazard the day something defines
`App\json_decode`.
- Guard a fixer API that newer releases added, rather than calling it unconditionally and
breaking the lint step on the oldest version `composer.json` still allows:
`if (\method_exists($config, 'setUnsupportedPhpVersionAllowed')) { … }`.
---
## 5. Banned Constructs
| Never | Use instead |
| :--- | :--- |
| `==` / `!=` | `===` / `!==` (the fixer enforces it) |
| `in_array($x, $a)` | `\in_array($x, $a, true)` |
| `stdClass` from `json_decode` | `\json_decode($b, true, 512, \JSON_THROW_ON_ERROR)` into `array<string, mixed>`, then a typed model |
| `json_last_error()` checks | `\JSON_THROW_ON_ERROR` on every encode and decode |
| `\DateTime` | `\DateTimeImmutable` — a mutable date in a `readonly` class is a hole in the guarantee |
| `setX()` on a value object | `withX()` returning a new instance |
| `http_build_query()` | a builder that drops nulls, spells booleans `true`/`false`, and repeats a key instead of emitting `k[0]=` |
| `extract()`, `eval()`, `$$var` | named variables |
| `@` error suppression | check the return value |
| `array()` long syntax | `[]` |
| A pure `enum` for a wire value | a backed `enum X: string` (§6) |
| `echo $x` in HTML | `\htmlspecialchars($x, \ENT_QUOTES, 'UTF-8')` (§10) |
| Unqualified `strlen`/`count`/`sprintf` inside a namespace | `\strlen`, `\count`, `\sprintf` |
- **PHPDoc only says what the signature cannot**: array shapes, generics, `class-string`,
`list<T>`, `@template`, `@implements`, `@return never`. A `@param string $x` restating a
declared scalar is a second source of truth that will drift from the first.
- **`@return never` in a docblock over a native `: mixed`** is the deliberate exception: it
gives PHPStan the unreachability while still letting the helper sit in a ternary tail
position (`return \is_string($v) ? $v : $this->fail(…);`), which a native `: never` forbids.
---
## 6. Types — `final readonly` By Default
- **`final readonly class` is the default shape** for anything carrying data. Plain
`final class` only for things that memoise, hold mutable state, or are pure behaviour.
`readonly` on the class is what makes "models are immutable, build a new one" enforced by the
engine instead of promised in a docblock.
- **Constructor property promotion for every property**, with `private readonly` written out
explicitly even inside a `final` class. The one property declared the long way should be the
one the constructor has to run through a normaliser — promotion cannot transform a value, so
that asymmetry is a readable signal rather than an inconsistency.
- **`new` in a parameter default**, not nullable-plus-`??`: `private readonly LoggerInterface
$logger = new NullLogger()`. The signature then states the real type and PHPStan never sees a
nullable to guard. Keep `?X $x = null` only where a *static factory* forwards the argument and
"the caller said nothing" has to stay distinguishable.
- **Named arguments** wherever a call has more than two or three arguments or skips one. A
wide constructor built positionally silently mis-wires the day two same-typed fields swap
order.
- **First-class callable syntax** (`Model::fromArray(...)`) over a `'Model::fromArray'` string —
it is checked at compile time. Mark a closure that needs no binding `static`, so it cannot
capture `$this` into a long-lived callable and keep the owner alive.
- Model properties may keep the **API's own `snake_case` names** rather than being renamed to
camelCase. A rename table has to be maintained in both directions, silently drops whatever
the mapping forgot, and makes a devtools capture stop matching the code.
---
## 7. Enums & Wire Values
- **Backed enums only** (`enum Provider: string`). A backed case is what lets one branch
collapse any enum to its wire form and a generic reader be typed
`class-string<T of \BackedEnum>`.
- **An unrecognised wire value throws**, naming the model, the field, the value, the enum class
and the remedy. `::from()` raises a bare `\ValueError` with no field name; an `Unknown`
fallback case hands the caller a value the API's own type does not have and defers the failure
to someone else's `match`.
- Where a field genuinely carries any JSON value, type it **`mixed` and explain it in prose**. A
PHPDoc union nothing actually validates is a lie PHPStan will then trust.
---
## 8. Errors & Exceptions
- **The root of the hierarchy is an interface**, `interface AppException extends \Throwable {}`,
not a base class. Callers can then `catch (AppException $e)` without catching unrelated
`\RuntimeException`s, while each exception still extends the most apt SPL class — which an
abstract base makes impossible the moment two of them want different parents.
- One **static factory mapping status to class** (`match (true)` over 400/401/403/404/409/422/
429/`>= 500`). Declare the base's constructor `final public function __construct` so `new
$class(…)` in that factory stays safe.
- Carry the **parsed error envelope, the raw body, and the request method and URI** on the
exception, and truncate the raw body — a 2 MB proxy error page does not belong in a log line.
Document that callers branch on an error *code*, never on the message, which is prose.
- **A failure to parse the error body must never mask the real status.** A 502 from a load
balancer returns HTML; if the envelope parser throws, the caller sees a JSON parse error
instead of "the service is down". Return null from the parser on every one of those paths.
- **Retry only idempotent methods** — `GET`, `HEAD`, `OPTIONS`, `PUT`, `DELETE`. POST and PATCH
need an explicit opt-in, because a timeout on a request that actually succeeded is how a
giveaway gets drawn twice. Honour `Retry-After` over the computed backoff, and inject the
sleeper so the retry test does not take 30 seconds of wall clock.
---
## 9. Libraries — PSR Interfaces, Not Implementations
Follow the global ordering (reuse → fork → write, [`coding-dev.md` §3](skills-public/coding-dev.md)).
For a published package specifically:
- **Require PSR interfaces and ship no implementation.** `psr/http-client` (18),
`psr/http-factory` (17), `psr/http-message` (7), `psr/log` (3), plus `php-http/discovery`.
Guzzle and a PSR-7 implementation go in `require-dev` with a `suggest` entry saying any
implementation works. Pinning a client forces a version on every consuming application.
- Widen the constraint on an interface package that has had a major (`"psr/http-message":
"^1.1 || ^2.0"`) so a consumer's choice does not conflict with yours.
- **Wrap the PSR client behind your own one-method transport interface.** That is what lets the
whole unit suite run against a fake and assert on exact bytes, instead of building PSR-7
mocks in every test.
- Convert a discovery miss into your own configuration exception whose message says what to
`composer require`.
- **Secrets enter through an interface**, never a string parameter: a token provider whose
implementation reads the environment, with a null return treated as legitimate because some
endpoints are public. A token passed as a constructor literal lands in every stack trace and
`var_dump`. See [`coding-dev.md` §10](skills-public/coding-dev.md) for the general rule.
- **Partial updates**: distinguish "field absent" from "field is null" per field. Serialise a
fetched model, PATCH it back, and a blanket `array_filter(…, fn($v) => $v !== null)` wipes
every server-side value the caller never mentioned — while the opposite default breaks the
fields for which null *is* the value.
- Accept an `int` where the schema says `number`. JSON has one number type, so a whole number
arrives as an int and strict `is_float()` rejects every such value. This wants a named
regression test.
**Generated code** lives in directories that are wiped and rewritten whole, never overwritten
file by file — otherwise a deleted endpoint lingers as a class that still compiles and 404s.
Every generated file opens with a banner carrying the exact regeneration command, generated and
hand-written namespaces never share a directory, and **nothing is added to a generated
namespace** — a method on a generated enum is deleted by the next run, so it belongs on a
hand-written sibling instead.
---
## 10. Web Applications — Escaping, Writes, Sessions
A plain PHP-FPM app with no framework still gets **one `require __DIR__ . '/../vendor/autoload.php'`
per entry point** and PSR-4 for everything else. Hand-rolled `require` graphs between
application files are what produce double-inclusion and load-order bugs.
- **Entry points are three lines over a class.** Two copies of the same handler are how one of
them loses its CSRF check.
- **Compute first, echo second.** With no template engine the discipline is the separation: all
logic above the `?>`, then markup with `<?= ?>` echoes of values already shaped. Logic mixed
into markup is where an unescaped echo hides.
- **Escape at every echo**, with the explicit form `\htmlspecialchars($t, \ENT_QUOTES, 'UTF-8')`.
There are no trusted values.
> [!CAUTION]
> **`json_encode` into an inline `<script>` is an XSS hole**, and `JSON_UNESCAPED_SLASHES`
> opens it by removing the `<\/script>` escaping that would otherwise have saved you. Any
> `</script>` or `<!--` inside the data closes the element and the rest is parsed as HTML. Use
> `JSON_HEX_TAG | JSON_HEX_AMP | JSON_HEX_APOS | JSON_HEX_QUOT`, or emit a
> `<script type="application/json">` block and `JSON.parse` it.
- **The document root stays unwritable.** A web server that can create files in its own
document root is one bug away from writing a `.php` there. Anything PHP writes goes under
`sys_get_temp_dir()`; a file it must update in place gets permission on *the file*, not on
the directory. If an upload directory must live under the root anyway, sniff content
(`getimagesize()` plus an image-type→extension allowlist, never the uploaded name) **and**
deny `.php` under it in the server config.
- **Check the return value of every write.** Both halves of the uid trap recorded in this
machine's memory were silent: a cache the web user could not create meant every page view
re-scraped three third-party APIs, and an `.env` the web user could not read looked exactly
like "no token configured".
- **Atomic writes, two routes.** Write a temp file beside the target and `rename()` it, copying
the victim's mode *and group* first — a rename-created file lands in PHP's group and locks
everyone else out of editing it. Fall back to `r+` plus `flock(LOCK_EX)` plus `ftruncate`,
never `w`, which truncates before the lock and happily creates a stray file at a typo'd path.
Treat a short write as a failure.
- **Optimistic concurrency by content hash**, not mtime — the mtime of a file on a network
mount is not something to bet a save on. Validate the whole document before writing; a
partial save is never attempted.
- **Validate a filename against a listing**, not by sanitising it: `in_array($name,
array_column($this->backups(), 'name'), true)`. Cleaning the string is how `../../.env` gets
through, and for a path under a base directory only comparing `realpath()` results catches a
symlink.
- **Sessions in one place.** One guarded `session_start()`, an explicit `save_path` you know is
writable (a session that silently fails to persist looks exactly like a login that silently
fails), `use_strict_mode=1`, `use_only_cookies=1`, and an `httponly` + `samesite=Lax` +
`secure` cookie. Decide `secure` by **defaulting to true and excepting loopback**: behind a
terminating proxy `$_SERVER['HTTPS']` is empty on a real HTTPS visit, and reading
`X-Forwarded-Proto` lets a forged header strip the flag. Expire by inactivity, which the client
does not control, and `session_regenerate_id(true)` the moment a visitor gains privilege.
- **Re-check authorisation per request**, never from an `is_admin` flag stamped into the session
at login — otherwise revoking access means waiting for a session to expire. Request the minimum
OAuth scope and discard the access token after use; storing it turns a session leak into an
account compromise.
- **Discard unsafe input rather than cleaning it**: a redirect target must start with `/`, must
not start with `//`, and must have no control characters or backslashes; strip CR/LF from any
header value built from a query string.
- **An authenticated JSON API answers 401 with JSON**, not a 302 to an HTML login page, which is
useless to `fetch()` and surfaces as a parse error. Every admin call is a POST carrying a CSRF
token compared with `hash_equals` — **including the reads**, since a GET is reachable from
another site's page — dispatched through `match` with a `default` that 400s.
- **One response shape**, `{ok: bool, …}` with a snake_case `reason` code, and set the content
type, `X-Content-Type-Options: nosniff` and the cache policy *before* anything can fail so the
error path carries them too. Choose per endpoint whether upstream trouble is a 200 with
`ok: false` (a public endpoint the page polls) or a real status code (a command channel).
- **A multipart request has already been consumed into `$_POST`/`$_FILES`**, so check for the
upload action *before* reading `php://input` — otherwise the generic JSON path reports "not
valid JSON" for a body PHP ate.
- **Every outbound call gets a timeout and a connect timeout**, `http_errors => false` so a 4xx
body can be read for its reason, and redirects pinned to `https`. No timeout means a hung third
party holding an FPM worker.
- **A missing credential is a supported state**: separate "configured" from "not configured",
answer with a machine-readable reason, and render a page saying it is not set up rather than a
500 nobody can diagnose.
---
## 11. Testing
- **PHPUnit with attributes**, never docblock annotations: `#[CoversClass]`, `#[DataProvider]`,
`#[Group]`. Annotations are deprecated in PHPUnit 11 and the config below turns that into a
failure rather than a warning.
- Turn on every escalation in `phpunit.xml.dist`: `failOnWarning`, `failOnNotice`,
`failOnDeprecation`, `failOnRisky`, `failOnEmptyTestSuite`, `beStrictAboutOutputDuringTests`.
`failOnSkipped="false"` is the one justified exception, because a suite that skips itself
without credentials is the intended outcome on a machine without them — say so in an XML
comment next to it.
- Test classes are `final`; assertions are `self::assertSame(…)` (the fixer enforces it), while
expectation setup, which is genuinely instance state, stays on `$this`.
- Test method names are full sentences: `testAWrongTypeIsReportedRatherThanCoerced()`.
- **Mock at the transport boundary with a fake that fails loudly.** Running out of queued
responses throws, naming the method, the URI and how many were already served — a fake
returning null turns "one more request than expected" into a type error three frames away.
Record every send so a test can assert on exact bytes.
- **Fixtures are sanitised real captures**, not hand-written JSON. A hand-written fixture
encodes what the author *thinks* the API returns, so a drift test passes against an imagined
payload. Keep shape, keys and enum values exactly; replace every identifier, handle, display
name, avatar URL and message body with a deterministic placeholder so the diff stays stable.
The raw capture stays out of the repository.
- **A suite needing credentials is a separate testsuite**, tagged, not the default, and skips
per test by re-reading the environment in a helper — so the skip message is attached to the
test that needed it. `\getenv()` returns `false` when unset, so guard with `is_string` before
`trim`. Everything in it is a read, because the only credentials anyone will run it with
belong to something live. **Regression test every fixed bug.**
- **Put the file and function size limits in a test**, since neither PHPStan nor the fixer has a
length rule — see [`coding-dev.md` §4](skills-public/coding-dev.md). Measure function length
by walking `\PhpToken::tokenize()`, not by counting braces in text: a `{` inside a string or a
comment looks exactly like a block opener. Skip generated files, whose length is a property of
the API surface. Carry over-limit files in an `ACCEPTED` map whose value is the written reason,
and fail when a listed file drops back under so the entry gets removed.
---
## 12. CI
A PHP workflow runs `shivammathur/setup-php@v2` with `tools: composer:v2`, then
`composer install --prefer-dist --no-interaction --no-progress`, then the gate in order: fixer
dry-run, PHPStan, unit suite. Set `permissions: contents: read` explicitly. Put a
credential-needing suite behind a `workflow_dispatch` input and pass the secret as `env:`,
never as a command-line argument ([`cli-tooling.md` §7](skills-public/cli-tooling.md)).
> [!IMPORTANT]
> **Under this account, only `workflow_dispatch` may be live.** Every automatic trigger —
> `push`, `pull_request`, `schedule` — stays in the file but commented out, under a comment
> saying why, so a fork restores CI by deleting `#` characters. See the GitHub Actions section
> of the agent profile; a workflow written with `on: push` looks correct and never runs.
A job that reports upstream drift should `::warning::` rather than fail: the API moving is
information, not a defect in this repository.
+164 -19
View File
@@ -2,8 +2,9 @@
name: python
description: >-
Use this skill when writing, linting, type-checking, testing, or packaging Python —
including async code, CLI tools, bot cogs, and library packages. Covers strict typing with
mypy, ruff configuration, virtualenv discipline, async patterns, and packaging.
including async code, CLI tools, MCP servers, Red-DiscordBot cogs, Home Assistant custom
components, and library packages. Covers strict typing with mypy, ruff configuration,
virtualenv discipline, async patterns, framework conventions, and packaging.
---
# Python — Rules & Preferences
@@ -11,6 +12,9 @@ description: >-
Extends [`coding-dev.md`](skills-public/coding-dev.md). Everything there applies; this adds Python specifics.
For the surrounding build and deploy scripts, see [`bash.md`](skills-public/code-languages/bash.md).
§1–§9 are the general rules. §10–§12 are the three frameworks most of this Python is written
against, each of which overrides a general rule somewhere — and says so.
---
## 1. The Gate
@@ -23,7 +27,16 @@ pytest
```
All four clean before anything is called done. Configure them in `pyproject.toml` so the
editor, the CLI, and CI all read the same settings.
editor, the CLI, and the hooks all read the same settings.
**The gate runs locally and through `pre-commit`, not through CI** — workflows do not run under
this account (see the GitHub Actions section of the agent profile), so a green repository with no
local run means nothing was checked. A `.pre-commit-config.yaml` with `ruff-pre-commit`
(check + format) and `mirrors-mypy` scoped `files: src` is where enforcement actually lives.
Scale the gate to what the code is: **a new owner-authored project gets all four**. A vendored
fork gets lint only — match the surrounding style, keep the patch minimal and reviewable, and
do not open a mass reformat of someone else's package (`coding-dev.md` §8 scope discipline).
---
@@ -47,6 +60,11 @@ disallow_untyped_defs = true
- `@dataclass(frozen=True, slots=True)` for value objects.
- Third-party library missing stubs: install `types-*` if it exists, otherwise a narrowly
scoped `# type: ignore[import-untyped]` with a comment — never a blanket module-level ignore.
For a **framework with no stubs at all**, the per-import ignore does not scale; use a named
`[[tool.mypy.overrides]]` block listing those modules with `ignore_missing_imports = true`
and a comment saying why, so the exemption is one reviewable list rather than scattered.
- Worth adding beyond `strict`: `no_implicit_optional`, `warn_redundant_casts`,
`warn_unused_ignores`, `warn_unused_configs`, `show_error_codes`, `allow_redefinition = false`.
### Value types over primitives
@@ -70,15 +88,32 @@ choices are:
## 3. Linting
`ruff` is the linter and formatter (it replaces flake8, isort, black, pyupgrade, and most
plugins). Enable a broad rule set rather than the default minimum:
plugins). The preferred shape is **everything on, minus a documented ignore list**:
```toml
[tool.ruff.lint]
select = ["ALL"]
ignore = [
"COM812", # conflicts with the formatter
"D203", "D213", # mutually exclusive with the docstring style chosen below
"E501", # the formatter owns line length
]
```
The explicit set below is the floor, for a codebase where `ALL` would bury real findings:
```toml
select = ["E", "F", "W", "I", "N", "UP", "B", "A", "C4", "SIM", "RUF", "ASYNC", "S", "PTH"]
```
`S` (bandit security rules) and `ASYNC` are worth the noise. As always: fix, don't suppress —
and when you must suppress, use a specific code (`# noqa: S603`) with a reason.
- `S` (bandit security rules) and `ASYNC` are worth the noise. `PTH` keeps filesystem access on
`pathlib`. Add `PLR0915` and `C901` as the function-size proxies (§8).
- **Comment the ignore list too.** Every entry gets the reason beside it, exactly as a `# noqa`
does — an uncommented ignore list is a set of rules nobody can tell were disabled on purpose.
- As always: fix, don't suppress — and when you must suppress, use a specific code
(`# noqa: S603`) with a reason.
- Do not add `black` alongside ruff. Where both appear it is an inherited upstream toolchain,
not a choice; ruff's formatter is the one to keep in new work.
---
@@ -88,8 +123,26 @@ and when you must suppress, use a specific code (`# noqa: S603`) with a reason.
Never install into the system interpreter, and never `pip install --user` as a workaround
for an immutable OS — use a container or a venv.
- `uv` is the preferred installer/resolver where free choice exists; it is dramatically faster
and lockfile-native.
- Commit the lockfile. Pin the Python version in `pyproject.toml` (`requires-python`).
and lockfile-native. **Check it exists before relying on it** (`command -v uv`) — a committed
`uv.lock` is not evidence that the tool is installed on this machine.
> [!CAUTION]
> **Bare `python` and bare `pip` can be different interpreters.** On this host `python` is the
> system 3.14 while `pip`/`pip3` on PATH are bridge wrappers into the development container's
> 3.13 — so `pip install x` followed by `python x.py` produces a `ModuleNotFoundError` that
> looks like a bad install. Always go through a project venv, or `python -m pip` with the
> interpreter named explicitly. See [`distrobox-buildbox-dev.md`](skills-private/distrobox-buildbox-dev.md).
- **Lockfile by artifact type**: an application commits its lock, a library does not. A
throwaway script directory legitimately stays on a `requirements.txt` with floor pins and no
lock at all.
- Dev dependencies go in PEP 735 `[dependency-groups] dev = [...]`. `[tool.uv]
dev-dependencies` is the older uv-specific form — fine to leave in a fork, not what new work
uses.
- Pin the Python version in `pyproject.toml` (`requires-python`). Where there is no `[project]`
table at all — a plugin or custom component rather than a package — the pin lives in ruff's
`target-version` and mypy's `python_version` instead, and **those two will drift apart unless
something checks them**; set them in the same edit.
- `pathlib.Path` over `os.path` everywhere (ruff's `PTH` rules enforce this).
---
@@ -103,8 +156,13 @@ and when you must suppress, use a specific code (`# noqa: S603`) with a reason.
- Custom exception types deriving from a single package-level base, so callers can catch the
whole family.
- **`logging` module, never `print`,** in anything that isn't a CLI writing to stdout as its
actual output. One `logger = logging.getLogger(__name__)` per module, at module scope.
actual output. One `logger = logging.getLogger(__name__)` per module, at module scope — unless
the framework owns the logger tree, in which case its prefix wins (§11).
- **Never log secrets** — tokens, auth headers, message content, personal data.
- A blanket `contextlib.suppress(Exception)` is permitted in exactly one situation: a
development-ergonomics escape hatch whose every suppression carries a written paragraph saying
what staleness or platform quirk it absorbs. The rule is not "never suppress", it is
**suppression is allowed when the comment carries the argument**.
---
@@ -114,11 +172,19 @@ and when you must suppress, use a specific code (`# noqa: S603`) with a reason.
synchronous `requests`, no blocking file I/O in a coroutine. Use `asyncio.to_thread` for
genuinely blocking calls.
- `httpx` (or the framework's own client) over `requests` in async code.
- **`asyncio.TaskGroup`** (3.11+) over bare `create_task` — it propagates exceptions and
cancels siblings instead of losing them to an unawaited task.
- **`asyncio.TaskGroup`** (3.11+) over bare `create_task` **where one failure should cancel the
rest** — it propagates exceptions instead of losing them to an unawaited task.
- **For fan-out over N external calls, TaskGroup is the wrong default**: cancel-on-first-error
means one dead provider takes down the other nine. Use a bounded helper instead — an
`asyncio.Semaphore(limit)` around each worker plus `asyncio.gather(..., return_exceptions=True)`
— and keep it in one shared function rather than re-deriving it per caller.
- **Every `create_task` result must be held in a reference**, or the garbage collector can
cancel it mid-flight.
- Cancellation is cooperative: clean up in `finally`, and never swallow `CancelledError`.
cancel it mid-flight. Clear it in `finally`.
- Cancellation is cooperative: clean up in `finally`, and never swallow `CancelledError` —
but **distinguish a cancellation you asked for from a framework shutdown**. Re-raise unless a
stop was requested; converting a real shutdown into an application error strands it.
- Where a blocking library runs **its own** background thread, don't wrap it in `to_thread` —
bridge back onto the loop with `loop.call_soon_threadsafe(future.set_result, …)`.
- **Events over polling.** Subscribe to the library's event/callback API; do not loop on a
timer. Where polling is genuinely unavoidable (no event source exists), use a **staggered
backoff** rather than a fixed interval, and say why polling was necessary.
@@ -141,7 +207,13 @@ When talking to a rate-limited API (a chat platform, a store, a tracker):
## 8. Structure
- Package layout: `src/<package>/`, tests in `tests/`.
- Package layout: `src/<package>/`, tests in `tests/`. A single-binary stdlib-only CLI may stay
flat; a plugin or component follows its framework's layout instead.
- A tool that has to run on an immutable host is worth keeping **dependency-free** where the
stdlib covers it (`argparse`, `subprocess`, `shlex`, `json`, `pathlib`) — nothing to provision
is the strongest form of "it works on that machine".
- Entry points are `[project.scripts]`. `typer` for a CLI with subcommands, stdlib `argparse`
for everything else; do not add a CLI framework to a two-flag script.
- **Shared behavior goes in a real shared module**, imported by each consumer — not
copy-pasted between sibling packages. When three components grow the same queue/retry/
formatting logic, that is the signal to extract it.
@@ -153,17 +225,90 @@ When talking to a rate-limited API (a chat platform, a store, a tracker):
function-length rule — `PLR0915` (`too-many-statements`, default 50) and `C901`
(cyclomatic complexity) are the closest proxies and are worth enabling, but neither
measures lines. Put **both** the function-length and file-length limits in a pytest
case (see [`coding-dev.md` §4](skills-public/coding-dev.md)).
case (see [`coding-dev.md` §4](skills-public/coding-dev.md)): file 1000 lines max, function
200 lines max measured by walking the `ast` rather than counting lines of text. **Guard the guard** with a test asserting the glob matched anything at
all — a pattern that matches nothing makes every limit vacuous and still passes.
---
## 9. Testing
- `pytest`, with `pytest-asyncio` for coroutines.
- `pytest`, with `pytest-asyncio`. Set `asyncio_mode = "auto"` in
`[tool.pytest.ini_options]` — it removes the per-test marker entirely — plus
`asyncio_default_fixture_loop_scope = "function"`.
- Fixtures over setup/teardown methods; `tmp_path` for anything touching the filesystem.
- **Regression test every fixed bug.**
- Mock at the network boundary (`respx`, `responses`), not by monkeypatching your own
internals — a test that patches the code under test proves nothing.
- **Regression test every fixed bug**, and give them a home: a `test_regressions.py` is where
they stop being scattered and start being a list.
- **Mock at a boundary, not inside your own code.** A test that patches the code under test
proves nothing. The boundary can be a network mock (`respx`, `responses`), a **real local fake
service** the test drives end to end, or **recorded payloads fed to the provider seam** — the
last two are usually better evidence than a mocked HTTP layer, because they exercise the
parsing too.
- **Never exercise destructive operations against real accounts or real data.** Temporary
fixtures only.
- `pytest -p no:randomly` only when order genuinely matters, and note why.
---
## 10. MCP Servers
> [!CAUTION]
> **On the stdio transport, stdout is the protocol.** A stray `print`, a `logging`
> `StreamHandler` pointed at stdout, or a library's progress bar corrupts the frame and the
> client sees a parse error rather than your message. Log to **stderr** only, and keep §5's
> no-`print` rule absolute here.
- Make the transport an explicit option (`--transport stdio|http`) rather than hardcoding one.
- **Tool schemas are derived from the signature and the docstring**, so §2's "every function
annotated" rule has a second payoff: an unannotated parameter produces a useless client-facing
schema. Never hand-write JSON schema.
- Set the behavioural annotations on every tool — `readOnlyHint`, `openWorldHint`, a human
`title`.
- **Errors are raised, not returned.** Raise (FastMCP serialises it) or return
`isError=True` with a `TextContent` on the low-level SDK. A tool that returns the string
`"ERROR: …"` as its normal value is indistinguishable from data to the client and defeats
its retry logic.
- `pydantic-settings` for layered config is good, but note what using a settings value as a
**tool parameter default** means: it is frozen at import time *and* published in the advertised
schema. Fine for a hostname, a secret leak for anything else.
---
## 11. Red-DiscordBot Cogs
- `self.config = Config.get_conf(self, identifier=<int>, force_registration=True)`, then
`register_global`/`register_guild` for every key. **Never a side-car JSON file** beside the cog.
- Read-modify-write goes through the context manager — `async with
self.config.guild(ctx.guild).channels() as channels:` — because a plain get/set around a
mutable list is a lost-update bug.
- Lifecycle: `async def setup(bot)` in `__init__.py`; `async def cog_load(self)` for I/O-bearing
startup; `@commands.Cog.listener()` for gateway events.
- **`cog_unload` is synchronous.** It cannot await, so it cancels held tasks and fires teardown
off into `self.bot.loop.create_task(self.api.close())`. Start long-lived tasks the same way,
on the bot's loop.
- `async def red_delete_data_for_user(self, *, _requester: str, _user_id: int) -> None` is a
mandatory contract, not optional boilerplate.
- **The logger name overrides §5**: `logging.getLogger("red.<owner>.<cog>")`, not `__name__`.
Under `__name__` the cog sits outside the `red.*` tree where Red's own log-level controls
apply, so the generic rule produces a logger nobody can turn up.
- Red loads each cog directory independently, so a cross-cog shared module is awkward by design.
The answer is a per-cog `utils/` package, not a copy-pasted `lib.py` — §8's shared-module rule
still applies *within* a cog.
---
## 12. Home Assistant Custom Components
- `from __future__ import annotations` at the top of every module.
- The `async_setup_entry` / `async_unload_entry` / `_async_update_listener` triple, with state on
**`entry.runtime_data`**, not `hass.data`.
- **Never create your own `aiohttp.ClientSession`** — take `async_get_clientsession(hass)`, or
you leak a session per reload and HA logs it.
- A `DataUpdateCoordinator[T]` subclass whose `_async_update_data` raises `UpdateFailed`. **No
provider exception may escape it.**
- Declare dependencies in `manifest.json` `requirements`, not in `pyproject.toml` — the component
is not a package.
- Fire events in size-bounded chunks with a run id in the envelope; a single huge event is not
a thing the bus handles gracefully.
- PEP 695 syntax is current here: `type MyConfigEntry = ConfigEntry[MyCoordinator]`, and
`def f[T](…)` for generics.
+6 -2
View File
@@ -73,8 +73,12 @@ workspace = true
wrong for the *entire* codebase — not a shortcut for one stubborn call site. It silences
the rule in code nobody has written yet.
- **Re-test every `#[allow]` periodically.** If removing one produces no warning, delete it.
- `too_many_lines` is the mechanical enforcement of the 100-line function limit. A function
that trips it wants extracting, not an allow.
- `too_many_lines` is the mechanical enforcement of the 200-line function limit. Clippy's
default threshold is 100, so set it in `clippy.toml`:
```toml
too-many-lines-threshold = 200
```
A function that trips it wants extracting, not an allow.
- Clippy has **no file-length lint**, so the 1000-line file limit belongs in a test — see
[`coding-dev.md` §4](skills-public/coding-dev.md) for the pattern. Put it in the workspace
root's `tests/` so one test covers every member crate, walking `src/` plus each
+30 -19
View File
@@ -5,7 +5,7 @@ description: >-
in any language. Defines standing preferences on strictness, dependency choice, file and function
size limits, test discipline, build output handling, error/warning policy, and commit hygiene.
Links to per-language rules under code-languages/ for Rust, TypeScript/JavaScript, Bash, Python,
Go, C#/.NET, and C/C++.
PHP, Go, C#/.NET, and C/C++.
---
# Coding & Development — Standing Rules and Preferences
@@ -26,6 +26,14 @@ reasons attached, not style trivia — most exist because ignoring them caused a
> When in doubt about which mode you are in, **ask** — it changes the answer on strictness,
> file size, typing, and test policy all at once.
> [!IMPORTANT]
> **A new software idea starts with research, not code.** When the user describes a tool, app,
> service, or other project they want built, follow
> [`software-vision.md`](skills-public/software-vision.md) first: find existing projects to use,
> extend, or fork (web searches and user reviews first, then training-data recall, then
> throwaway clones), and present the options before scaffolding anything — unless the user
> explicitly opted out of research.
Per-language specifics live in [`code-languages/`](skills-public/code-languages/):
| Language | Rules |
@@ -34,9 +42,12 @@ Per-language specifics live in [`code-languages/`](skills-public/code-languages/
| TypeScript / JavaScript | [`code-languages/js-typescript.md`](skills-public/code-languages/js-typescript.md) |
| Bash / Shell | [`code-languages/bash.md`](skills-public/code-languages/bash.md) |
| Python | [`code-languages/python.md`](skills-public/code-languages/python.md) |
| PHP | [`code-languages/php.md`](skills-public/code-languages/php.md) |
| Go | [`code-languages/go.md`](skills-public/code-languages/go.md) |
| C# / .NET | [`code-languages/csharp-dotnet.md`](skills-public/code-languages/csharp-dotnet.md) |
| C / C++ | [`code-languages/c-cpp.md`](skills-public/code-languages/c-cpp.md) |
| Lua | [`code-languages/lua.md`](skills-public/code-languages/lua.md) |
| GSC (Call of Duty script) | [`code-languages/gsc.md`](skills-public/code-languages/gsc.md) |
---
@@ -112,7 +123,9 @@ a fresh implementation will rediscover slowly and incompletely.
Before hand-rolling any subsystem — a protocol client, a parser, a date formatter, a
debounce, a retry/backoff, a semver comparator — **search first and state the finding.**
Prefer official/first-party SDKs over third-party wrappers.
Prefer official/first-party SDKs over third-party wrappers. The same ordering applies to a
whole project idea, not just a subsystem — see
[`software-vision.md`](skills-public/software-vision.md).
### The corollary: new generic code becomes its own package
@@ -135,19 +148,23 @@ depends on those.
## 4. Size Limits — Files and Functions
| Unit | Soft target | Split at | Hard limit |
| :--- | :--- | :--- | :--- |
| **Source file** | ~400 lines | 600 lines | **1000 lines** |
| **Function** | under 50 lines | — | **100 lines** |
| **Function parameters** | 3–4 | — | ~5, then pass a struct/object |
| **Nesting depth** | 2 | — | 3, then extract |
| Unit | Limit |
| :--- | :--- |
| **Source file** | **1000 lines** max |
| **Function** | **200 lines** max |
| **Function parameters** | ~5, then pass a struct/object |
| **Nesting depth** | 3, then extract |
These are the limits, not targets to stay well under: there is no earlier "split at" point.
A file of 700 lines with one coherent responsibility is fine and is not split for its size.
### Enforce both mechanically, never by eye
A limit nobody checks is a suggestion. Pick the **highest** applicable option:
1. **A linter rule**, where one exists — the function limit is usually covered natively
(Clippy's `too_many_lines`, ESLint's `max-lines-per-function`, `golangci-lint`'s `funlen`).
(Clippy's `too_many_lines` with `too-many-lines-threshold = 200`, ESLint's
`max-lines-per-function`, `golangci-lint`'s `funlen`), configured to 200 lines.
A function that trips it wants extracting, not a suppression. Note that some linters only
offer *proxies* for length — Ruff's `PLR0915` counts statements, not lines — in which case
enable the proxy and put the real limit in a test.
@@ -157,24 +174,18 @@ A limit nobody checks is a suggestion. Pick the **highest** applicable option:
repository rather than living in one machine's shell script.
3. **The build script**, only as a fallback when the project has no test suite to hang it on.
Whichever you use, it should **fail over the hard limit** and separately *name* anything past
the soft split point — so the seam gets found while splitting is still cheap, rather than at
the moment the hard limit finally trips.
Whichever you use, it should **fail over the limit** and name the offending files.
```rust
#[test]
fn no_source_file_exceeds_limits() {
const HARD: usize = 1000;
const WARN: usize = 600;
const LIMIT: usize = 1000;
let mut over = Vec::new();
for path in source_files() {
let lines = std::fs::read_to_string(&path).unwrap().lines().count();
if lines > HARD {
over.push(format!("{} — {lines} lines (limit {HARD})", path.display()));
} else if lines > WARN {
// Not a failure: surfaces the seam while splitting is still cheap.
eprintln!("note: {} is {lines} lines, approaching the {HARD} limit", path.display());
if lines > LIMIT {
over.push(format!("{} — {lines} lines (limit {LIMIT})", path.display()));
}
}
+49
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@@ -0,0 +1,49 @@
#!/usr/bin/env python3
"""Reinstall each restored app with its original installer (pm set-installer refuses root).
Same APKs, `install-multiple -r -i <installer>` keeps data. The device comes from ANDROID_SERIAL, as for adb. Usage: fix-installers.py BACKUP_DIR WORK_DIR
"""
import re
import subprocess
import sys
import time
from pathlib import Path
backup, work = Path(sys.argv[1]), Path(sys.argv[2])
log_file = (work / "restore.log").open("a")
def log(msg: str) -> None:
line = f"{time.strftime('%H:%M:%S')} {msg}"
print(line, flush=True)
log_file.write(line + "\n")
log_file.flush()
def adb(*args: str, timeout: int = 900) -> str:
r = subprocess.run(["adb", *args], capture_output=True, text=True, timeout=timeout)
return (r.stdout + r.stderr).strip()
def installers(text: str) -> dict:
# `pm list packages -i` prints "package:PKG", with -f "package:PATH=PKG".
return dict(re.findall(r"[:=]([\w.]+)\s+installer=(\S+)", text))
want = installers((backup / "rooted-fresh/packages-3.txt").read_text())
now = installers(adb("shell", "pm list packages -3 -i"))
disabled = set(re.findall(r"package:([\w.]+)", adb("shell", "pm list packages -d")))
log("=== installer fix-up start")
for pkg, inst in sorted(want.items()):
if inst == "null" or pkg not in now or now[pkg] == inst or inst not in now | {"com.android.vending": 1}:
continue
apks = sorted(str(p) for p in (backup / "apks" / pkg).glob("*.apk"))
if not apks:
continue
# Reinstalling re-enables a frozen app; disable it again afterwards.
out = adb("install-multiple", "-r", "-d", "-i", inst, "--bypass-low-target-sdk-block", *apks)
if pkg in disabled:
adb("shell", f"su -c 'pm disable-user --user 0 {pkg}'")
log(f"{pkg}: installer {now[pkg]} -> {inst}: {'OK' if 'Success' in out else 'FAILED ' + out[-200:]}")
log("=== installer fix-up done")
+74
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@@ -0,0 +1,74 @@
#!/usr/bin/env python3
"""Emit SQL that copies apps' keystore2 keys from an old ROM's DB into the live one, under the new UIDs.
Only works when both ROMs use the same TEE (compare keyentry.km_uuid). Keys super-encrypted with the
old lock-screen credential (blobmetadata tag 0, EncryptedBy) cannot be moved and are skipped.
Usage: keystore-transplant.py OLD_DB [--replace] OLD_UID:NEW_UID [...] > transplant.sql
--replace first delete the app's keys that already exist on the new ROM (needed when it regenerated them)
Apply with the apps force-stopped: `su -c 'sqlite3 /data/misc/keystore/persistent.sqlite < transplant.sql'`, reboot.
"""
import secrets
import sqlite3
import sys
DOMAIN_APP = 0
TAG_ENCRYPTED_BY = 0
def lit(v: object) -> str:
if v is None:
return "NULL"
if isinstance(v, bytes):
return f"X'{v.hex()}'"
if isinstance(v, str):
return "'" + v.replace("'", "''") + "'"
return str(v)
def delete_keys(where: str) -> list[str]:
ids = f"(SELECT id FROM keyentry WHERE {where})"
return [f"DELETE FROM blobmetadata WHERE blobentryid IN (SELECT id FROM blobentry WHERE keyentryid IN {ids});",
f"DELETE FROM blobentry WHERE keyentryid IN {ids};",
f"DELETE FROM keyparameter WHERE keyentryid IN {ids};",
f"DELETE FROM keymetadata WHERE keyentryid IN {ids};",
f"DELETE FROM grant WHERE keyentryid IN {ids};",
f"DELETE FROM keyentry WHERE {where};"]
args = sys.argv[1:]
old = sqlite3.connect(f"file:{args.pop(0)}?mode=ro", uri=True)
replace = "--replace" in args
pairs = [tuple(map(int, a.split(":"))) for a in args if a != "--replace"]
# Older keystore2 schemas have no blobentry.state; every blob there is current (0).
blob_state = "state" if any(c[1] == "state" for c in old.execute("PRAGMA table_info(blobentry)")) else "0"
out = ["BEGIN;"]
for old_ns, new_ns in pairs:
if replace:
out += delete_keys(f"domain={DOMAIN_APP} AND namespace={new_ns}")
keys = old.execute("SELECT id, key_type, alias, state, km_uuid FROM keyentry WHERE domain=? AND namespace=?",
(DOMAIN_APP, old_ns)).fetchall()
for kid, key_type, alias, state, km_uuid in keys:
blobs = old.execute(f"SELECT id, subcomponent_type, blob, {blob_state} FROM blobentry WHERE keyentryid=?", (kid,)).fetchall()
if any(old.execute("SELECT 1 FROM blobmetadata WHERE blobentryid=? AND tag=?", (b[0], TAG_ENCRYPTED_BY)).fetchone()
for b in blobs):
print(f"-- skip {old_ns} {alias!r}: super-encrypted with the old lock-screen credential", file=sys.stderr)
continue
new_id = secrets.randbits(63) * (1 if secrets.randbits(1) else -1)
# The old key wins over one the app generated under the same alias on the new ROM.
out += delete_keys(f"domain={DOMAIN_APP} AND namespace={new_ns} AND alias={lit(alias)}")
out.append(f"INSERT INTO keyentry (id,key_type,domain,namespace,alias,state,km_uuid) VALUES "
f"({new_id},{key_type},{DOMAIN_APP},{new_ns},{lit(alias)},{state},{lit(km_uuid)});")
for bid, sub, blob, bstate in blobs:
out.append(f"INSERT INTO blobentry (subcomponent_type,keyentryid,blob,state) VALUES ({sub},{new_id},{lit(blob)},{bstate});")
for tag, data in old.execute("SELECT tag, data FROM blobmetadata WHERE blobentryid=?", (bid,)):
out.append(f"INSERT INTO blobmetadata (blobentryid,tag,data) VALUES ((SELECT max(id) FROM blobentry WHERE keyentryid={new_id}),{tag},{lit(data)});")
for tag, data, level in old.execute("SELECT tag, data, security_level FROM keyparameter WHERE keyentryid=?", (kid,)):
out.append(f"INSERT INTO keyparameter (keyentryid,tag,data,security_level) VALUES ({new_id},{tag},{lit(data)},{level});")
for tag, data in old.execute("SELECT tag, data FROM keymetadata WHERE keyentryid=?", (kid,)):
out.append(f"INSERT INTO keymetadata (keyentryid,tag,data) VALUES ({new_id},{tag},{lit(data)});")
print(f"-- {old_ns}->{new_ns} {alias!r}: {len(blobs)} blobs", file=sys.stderr)
out.append("COMMIT;")
print("\n".join(out))
+8
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@@ -0,0 +1,8 @@
#!/usr/bin/env bash
# Cold-start an app's launcher activity the way Android 17 accepts from the shell. Usage: launch.sh PKG [WAIT] [SHOT.png]
p=$1 w=${2:-6} shot=${3:-}
act=$(adb shell "cmd package resolve-activity --brief -c android.intent.category.LAUNCHER $p" </dev/null | tr -d '\r' | tail -1)
adb shell "am start -S -a android.intent.action.MAIN -c android.intent.category.LAUNCHER -n '$act'" </dev/null >/dev/null
sleep "$w"
[ -n "$shot" ] && adb exec-out screencap -p > "$shot" </dev/null
true
+42
View File
@@ -0,0 +1,42 @@
#!/usr/bin/env bash
# Snapshot phone health: memory, load, crashes/ANRs since boot, low-memory kills, log errors, cold launches.
# Usage: measure.sh OUT_FILE [launch-package ...]
set -uo pipefail
out=$1; shift
a() { adb shell "$@" </dev/null; }
{
echo "# $(date '+%F %T') $(a getprop ro.build.display.id) / Android $(a getprop ro.build.version.release)"
echo "## system"
a 'uptime; cat /proc/loadavg'
a 'grep -E "MemTotal|MemAvailable|Cached:|SwapTotal|SwapFree" /proc/meminfo'
a 'su -c "cat /proc/sys/vm/swappiness; cat /sys/block/zram0/mm_stat 2>/dev/null"'
echo "procs: $(a 'ls -d /proc/[0-9]* | wc -l')"
echo "## top cpu"
a 'top -b -n 1 -m 12 -o PID,USER,%CPU,%MEM,NAME' | tail -13
echo "## dropbox since boot"
boot=$(a 'date -d @$(( $(date +%s) - $(cut -d. -f1 /proc/uptime) )) "+%Y-%m-%d %H:%M:%S"')
a "dumpsys dropbox" | awk -v b="$boot" '$1" "$2 >= b && $3 ~ /anr|crash|watchdog|tombstone|wtf|lowmem|native/ {print $3}' | sort | uniq -c
echo "## crash buffer (FATAL / ANR per process)"
a 'logcat -d -b crash' | grep -oE "Process: [^,]+|FATAL EXCEPTION|>>> [^ ]+ <<<" | sort | uniq -c | sort -rn | head -20
a 'logcat -d -b events' | grep -oE "am_anr: \[[^]]*" | awk -F, '{print "ANR " $3}' | sort | uniq -c
echo "## lmkd / am_kill"
a 'logcat -d -b events' | grep -cE "am_kill|lmk_kill" | sed 's/^/kills: /'
a 'logcat -d -b events' | grep -oE "am_kill: \[[^]]*" | awk -F, '{print $5}' | sort | uniq -c | sort -rn | head -10
echo "## logcat error tags (top 25)"
a 'logcat -d *:E' | awk '{print $6}' | sort | uniq -c | sort -rn | head -25
echo "## thermal / battery"
a 'dumpsys battery | grep -E "level|temperature|status"; for z in /sys/class/thermal/thermal_zone*; do echo "$(cat $z/type) $(cat $z/temp)"; done 2>/dev/null | sort -k2 -n | tail -5'
if [ $# -gt 0 ]; then
echo "## cold launches (ms, am start -W -S, 3 runs)"
for p in "$@"; do
t=""
for _ in 1 2 3; do
act=$(a "cmd package resolve-activity --brief -c android.intent.category.LAUNCHER $p" | tr -d '\r' | tail -1)
v=$(a "am start -W -S -a android.intent.action.MAIN -c android.intent.category.LAUNCHER -n '$act'" | awk '/TotalTime/{print $2}')
t="$t ${v:-fail}"; a 'input keyevent KEYCODE_HOME'; sleep 2
done
echo "$p:$t"
done
fi
} 2>&1 | tee "$out"
+88
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@@ -0,0 +1,88 @@
#!/usr/bin/env python3
"""Rebuild the Nova home screen in Lawnchair, plus the Ice Box shortcuts Nova had pinned.
Usage: nova-to-lawnchair.py NOVA_DB LAWNCHAIR_DB OLD_ICEBOX_SHORTCUT_XML OUT_DIR
Writes OUT_DIR/launcher_5_5_5.db (Lawnchair schema, Nova's items), OUT_DIR/icebox.xml
(shortcut_service package file with only the pinned shortcuts) and OUT_DIR/lawnchair-pins.xml
(shortcut_service launcher file pinning them for Lawnchair).
"""
import re
import shutil
import sqlite3
import sys
from pathlib import Path
LAUNCHER = "app.lawnchair.nightly"
ICEBOX = "com.catchingnow.icebox"
# From /data/system/packages.xml on the new ROM: versionCode, lastUpdateTime, SHA-256 of the cert.
LAUNCHER_INFO = ("1600020100", "1792700106881", "dHw2RbNXJYsuI+hR5TyWdH/grdAH5bos2X6MhVcuTcU=")
ICEBOX_INFO = ("154821395", "1792699567277", "gvW+cC4DIBdGDKg3b22r1yWp5S3SSSDdXl17WF+/4bY=")
# Nova-only containers (gesture/dock-swipe slots); Lawnchair has nothing to put them in.
SKIP_CONTAINERS = {-207, -208}
ITEM_APP, ITEM_FOLDER, ITEM_WIDGET, ITEM_DEEP_SHORTCUT = 0, 2, 4, 6
FLAG_ID_NOT_VALID = 1 # Launcher3 restore flag: allocate and bind a fresh widget id on load
MISSING_PACKAGES = {"com.dot.gallery"} # not installed on the new ROM
# Google's smartspace widget on row 0 of the first page: Lawnchair reserves that row for its own.
SKIP_IDS = {56}
nova_db, lc_db, icebox_xml, out = map(Path, sys.argv[1:5])
out.mkdir(parents=True, exist_ok=True)
def package_info(version: str, updated: str, sig: str) -> str:
return (f'<package-info version="{version}" last_udpate_time="{updated}" shadow="0" allow-backup="1" '
f'allow-backup-initialized="1" bk_src_version="-1" bk_src_backup-allowed="0">\n'
f'<signature hash="{sig}" />\n</package-info>\n')
nova = sqlite3.connect(nova_db)
nova.row_factory = sqlite3.Row
rows = [r for r in nova.execute("select * from favorites where _id >= 0 order by _id")
if r["container"] not in SKIP_CONTAINERS and r["_id"] not in SKIP_IDS]
folders = {r["_id"] for r in rows if r["itemType"] == ITEM_FOLDER}
kept = []
for r in rows:
pkg = re.search(r"component=([\w.]+)/", r["intent"] or "")
if pkg and pkg.group(1) in MISSING_PACKAGES:
print(f"skip {r['title']}: {pkg.group(1)} not installed")
continue
if r["container"] >= 0 and r["container"] not in folders:
continue
kept.append(r)
db = out / "launcher_5_5_5.db"
shutil.copy(lc_db, db)
lc = sqlite3.connect(db)
lc.execute("delete from favorites")
pins = []
for r in kept:
widget = r["itemType"] == ITEM_WIDGET
hotseat = r["container"] == -101
in_folder = r["container"] >= 0
x, y = int(max(r["cellX"] or 0, 0)), int(max(r["cellY"] or 0, 0))
lc.execute(
"insert into favorites (_id,title,intent,container,screen,cellX,cellY,spanX,spanY,itemType,"
"appWidgetId,appWidgetProvider,restored,profileId,rank,options) values (?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?)",
(r["_id"], r["title"], r["intent"], r["container"],
x if hotseat else (0 if in_folder else r["screen"]),
x, 0 if hotseat else y, int(r["spanX"]), int(r["spanY"]), r["itemType"],
r["appWidgetId"] if widget else -1, r["appWidgetProvider"],
FLAG_ID_NOT_VALID if widget else 0, 0, r["rank"], 0))
if r["itemType"] == ITEM_DEEP_SHORTCUT:
pins.append(re.search(r"S\.shortcut_id=([^;]+)", r["intent"]).group(1))
lc.commit()
print(f"{len(kept)} items written, pins: {pins}")
old = Path(icebox_xml).read_text()
blocks = [m.group(0) for m in re.finditer(r'<shortcut id="([^"]+)".*?</shortcut>\n', old, re.S) if m.group(1) in pins]
assert len(blocks) == len(pins), f"found {len(blocks)} of {len(pins)} shortcuts"
head = re.search(r"<package name=[^>]*>\n", old).group(0)
(out / "icebox.xml").write_text("<?xml version='1.0' encoding='utf-8' standalone='yes' ?>\n" + head
+ package_info(*ICEBOX_INFO) + "".join(blocks) + "</package>\n")
(out / "lawnchair-pins.xml").write_text(
"<?xml version='1.0' encoding='utf-8' standalone='yes' ?>\n"
f'<launcher-pins package-name="{LAUNCHER}" launcher-user="0">\n' + package_info(*LAUNCHER_INFO)
+ f'<package package-name="{ICEBOX}" package-user="0">\n'
+ "".join(f'<pin value="{p}" />\n' for p in pins) + "</package>\n</launcher-pins>\n")
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#!/usr/bin/env bash
# Replace an app with a differently signed build while keeping its data, permissions,
# installer and frozen state. Data is also saved to BACKUP_DIR before the uninstall.
# Usage: reinstall-keep-data.sh PACKAGE BACKUP_DIR APK [APK ...]
set -euo pipefail
pkg=$1 bak=$2; shift 2
a() { adb shell "$@" </dev/null; }
su_() { a "su -c '$1'"; }
mkdir -p "$bak"
installer=$(a "pm list packages -3 -i $pkg" | tr -d '\r' | grep "package:$pkg " | sed 's/.*installer=//')
disabled=$(a "pm list packages -d $pkg" | tr -d '\r' | grep -cx "package:$pkg" || true)
perms=$(a "dumpsys package $pkg" | sed -n '/runtime permissions:/,/^ *[a-z]* .*:$/p' | grep -oE '[a-zA-Z0-9_.]+: granted=true' | cut -d: -f1 | sort -u | tr '\n' ' ')
echo "$pkg: installer=$installer disabled=$disabled perms=[$perms]"
dirs="/data/data/$pkg /data/user_de/0/$pkg"
[ "$(su_ "[ -d /data/media/0/Android/data/$pkg ] && echo y")" = y ] && dirs="$dirs /data/media/0/Android/data/$pkg"
su_ "am force-stop $pkg"
# The phone writes the tar to stdout; exec-out keeps it binary-safe.
adb exec-out "su -c 'tar -cf - --exclude=$pkg/cache --exclude=$pkg/code_cache $dirs 2>/dev/null'" > "$bak/$pkg.tar"
echo "saved $(stat -c %s "$bak/$pkg.tar") bytes to $bak/$pkg.tar"
[ "$(stat -c %s "$bak/$pkg.tar")" -gt 10240 ] || { echo "backup suspiciously small, aborting"; exit 1; }
a "pm uninstall $pkg"
iopt=(); [ -n "$installer" ] && [ "$installer" != null ] && iopt=(-i "$installer")
adb install-multiple -r "${iopt[@]}" --bypass-low-target-sdk-block "$@"
uid=$(su_ "stat -c %u /data/data/$pkg")
cache_gid=$((uid - 10000 + 20000))
adb exec-in "su -c 'tar -xf - -C /'" < "$bak/$pkg.tar"
su_ "while pgrep -x tar >/dev/null; do sleep 0.3; done"
for d in /data/data/$pkg /data/user_de/0/$pkg; do
su_ "chown -R $uid:$uid $d; for c in cache code_cache; do mkdir -p $d/\$c; chown $uid:$cache_gid $d/\$c; chmod 2771 $d/\$c; done; chcon -hR \"\$(stat -c %C $d)\" $d"
done
case " $dirs " in *Android/data*)
su_ "d=/data/media/0/Android/data/$pkg; chown -R $uid:1078 \$d; find \$d -type d -exec chmod 2770 {} +; find \$d -type f -exec chmod 660 {} +; chcon -R u:object_r:media_rw_data_file:s0 \$d" ;;
esac
for p in $perms; do a "pm grant $pkg $p" 2>/dev/null || true; done
[ "$disabled" = 1 ] && su_ "pm disable-user --user 0 $pkg"
echo "$pkg: reinstalled as uid $uid, $(a "dumpsys package $pkg" | grep -m1 versionName | xargs)"
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#!/usr/bin/env python3
"""Restore user apps, app data and permissions onto a freshly flashed, rooted phone.
Sources (from the backup folder):
apks/<pkg>/*.apk APK + splits
rooted-fresh/dumpsys-package.txt installer, granted runtime permissions
rooted-fresh/packages-3.txt which packages are user apps
rooted-fresh/packages-disabled.txt frozen/disabled state
rooted/apps-manifest.json special app-ops (overlay, all-files, ...)
<work>/data/<pkg>, <work>/user_de/0/<pkg> unpacked data-fresh.tar
The device comes from ANDROID_SERIAL, as for adb. Usage: restore.py BACKUP_DIR WORK_DIR [--data-only] [pkg ...] (no pkgs = all user apps)
--data-only only put the data back (apps already installed and updated): keeps the current APK,
installer, permissions and frozen state. Never re-run a full restore over updated apps.
Every action and its result is appended to WORK_DIR/restore.log.
"""
import json
import re
import shlex
import subprocess
import sys
import time
from pathlib import Path
SKIP = {"com.topjohnwu.magisk"} # installed fresh, its data must not be reused
# Dropped on restore: regenerated by the app, and the bulk of most backups.
VOLATILE = ["cache", "code_cache", "app_webview/Default/Cache", "app_webview/Default/Code Cache"]
backup, work = Path(sys.argv[1]), Path(sys.argv[2])
data_only = "--data-only" in sys.argv[3:]
only = set(sys.argv[3:]) - {"--data-only"}
log_file = (work / "restore.log").open("a")
def log(msg: str) -> None:
line = f"{time.strftime('%H:%M:%S')} {msg}"
print(line, flush=True)
log_file.write(line + "\n")
log_file.flush()
def adb(*args: str, timeout: int = 300, stdin=None) -> subprocess.CompletedProcess:
return subprocess.run(["adb", *args], capture_output=True, text=stdin is None,
timeout=timeout, stdin=stdin)
def su(cmd: str, timeout: int = 300) -> str:
r = adb("shell", f"su -c {shlex.quote(cmd)}", timeout=timeout)
return (r.stdout + r.stderr).strip()
def parse_dumpsys(text: str) -> dict:
"""installer + granted runtime permissions per package."""
out = {}
for block in re.split(r"\n Package \[", text)[1:]:
name = block.split("]", 1)[0]
installer = re.search(r"\n installerPackageName=(\S+)", block)
runtime = block.split("runtime permissions:", 1)
perms = re.findall(r"\n ([\w.]+): granted=true", runtime[1]) if len(runtime) > 1 else []
out[name] = {"installer": installer.group(1) if installer else None, "perms": sorted(set(perms))}
return out
fresh = backup / "rooted-fresh"
meta = parse_dumpsys((fresh / "dumpsys-package.txt").read_text(errors="replace"))
manifest = json.loads((backup / "rooted/apps-manifest.json").read_text())["apps"]
user_pkgs = sorted(set(re.findall(r"=([\w.]+)\s+installer=", (fresh / "packages-3.txt").read_text())) - SKIP)
disabled = set(re.findall(r"package:([\w.]+)", (fresh / "packages-disabled.txt").read_text()))
targets = [p for p in user_pkgs if not only or p in only]
log(f"=== restore start: {len(targets)} packages")
# Pass 1: install every APK set, so installers like Obtainium exist before pass 2 names them.
for pkg in [] if data_only else targets:
apks = sorted(str(p) for p in (backup / "apks" / pkg).glob("*.apk"))
if not apks:
log(f"{pkg}: NO APK, skipped")
continue
# --bypass-low-target-sdk-block: Android 14+ refuses targetSdk < 24 (Automagic workarounds).
r = subprocess.run(["adb", "install-multiple", "-r", "-d", "-g",
"--bypass-low-target-sdk-block", *apks],
capture_output=True, text=True, timeout=900)
log(f"{pkg}: install {'OK' if 'Success' in r.stdout else 'FAILED ' + (r.stdout + r.stderr).strip()[-200:]}")
installed = set(re.findall(r"package:([\w.]+)", adb("shell", "pm list packages").stdout))
# Pass 2: data, ownership, SELinux labels, installer, permissions, disabled state.
for pkg in targets:
if pkg not in installed:
continue
info = meta.get(pkg, {})
su(f"am force-stop {pkg}")
uid = su(f"stat -c %u /data/data/{pkg}")
if not uid.isdigit():
log(f"{pkg}: no data dir after install ({uid}), data skipped")
continue
cache_gid = int(uid) - 10000 + 20000 # u0_aNNN_cache
members = [m for m in (f"data/{pkg}", f"user_de/0/{pkg}") if (work / m).is_dir()]
if members:
for m in members:
su(f"find /data/{m} -mindepth 1 -maxdepth 1 ! -name lib -exec rm -rf {{}} +")
excludes = [f"--exclude={m}/{v}" for m in members for v in VOLATILE]
tar = subprocess.Popen(["tar", "-cf", "-", "-C", str(work), *excludes, *members],
stdout=subprocess.PIPE)
r = adb("exec-in", "su -c 'tar -xf - -C /data'", stdin=tar.stdout, timeout=1800)
tar.wait()
# exec-in returns once our side is sent; the phone's tar may still be writing.
su("while pgrep -x tar >/dev/null; do sleep 0.3; done", timeout=600)
for m in members:
su(f"chown -R {uid}:{uid} /data/{m}; "
f"for d in cache code_cache; do mkdir -p /data/{m}/$d; chown {uid}:{cache_gid} /data/{m}/$d; "
# restorecon gives only app_data_file:s0; the per-app MLS categories that
# installd put on the top directory must be copied onto its contents.
f"chmod 2771 /data/{m}/$d; done; chcon -hR \"$(stat -c %C /data/{m})\" /data/{m}",
timeout=900)
wrong = su(f"find {' '.join('/data/' + m for m in members)} ! -user {uid} | wc -l")
log(f"{pkg}: data {'+'.join(members)} rc={r.returncode} uid={uid} wrong_owner={wrong}")
else:
log(f"{pkg}: no data in backup")
if data_only:
continue
inst = info.get("installer")
if inst and inst != "null" and inst in installed | {"com.android.vending"}:
log(f"{pkg}: installer {inst} -> {su(f'pm set-installer {pkg} {inst}') or 'OK'}")
# -g granted everything at install; revoke what was not granted before.
wanted = set(info.get("perms", []))
now = re.findall(r"\n\s+([\w.]+): granted=true", su(f"dumpsys package {pkg} | sed -n '/runtime permissions:/,$p'"))
revoked = [p for p in set(now) - wanted]
for p in revoked:
su(f"pm revoke {pkg} {p}")
for p in wanted - set(now):
su(f"pm grant {pkg} {p}")
ops = manifest.get(pkg, {}).get("specialAppOps", {})
for op, mode in ops.items():
su(f"appops set {pkg} {op} {mode}")
log(f"{pkg}: perms granted={len(wanted)} revoked={len(revoked)} appops={','.join(ops) or '-'}")
if pkg in disabled:
log(f"{pkg}: disable-user -> {su(f'pm disable-user --user 0 {pkg}')}")
log("=== restore done")
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#!/usr/bin/env bash
# Launch every user app with a launcher activity, one by one: unfreeze if frozen, cold start,
# wait, screenshot, collect its crash/ANR/keystore log lines, check it is alive and in front,
# then stop it and re-freeze. Writes OUT_DIR/results.tsv, OUT_DIR/<pkg>.png, OUT_DIR/<pkg>.log.
# Usage: test-all-apps.sh OUT_DIR [pkg ...]
set -uo pipefail
out=$1; shift
mkdir -p "$out"
a() { adb shell "$@" </dev/null; }
WAIT=${WAIT:-8}
if [ $# -gt 0 ]; then pkgs=("$@"); else
mapfile -t pkgs < <(a 'pm list packages -3' | tr -d '\r' | sed 's/package://' | sort)
fi
frozen=$(a 'pm list packages -d' | tr -d '\r' | sed 's/package://')
printf 'pkg\twas_frozen\tlaunch_ms\talive\tforeground\tcrash\tanr\tkeystore\tnote\n' > "$out/results.tsv"
for p in "${pkgs[@]}"; do
wf=0; grep -qx "$p" <<<"$frozen" && wf=1
[ $wf = 1 ] && a "su -c 'pm enable --user 0 $p'" >/dev/null
act=$(a "cmd package resolve-activity --brief -c android.intent.category.LAUNCHER $p" | tr -d '\r' | tail -1)
if [[ "$act" != */* ]]; then
[ $wf = 1 ] && a "su -c 'pm disable-user --user 0 $p'" >/dev/null
printf '%s\t%s\t-\t-\t-\t-\t-\t-\tno launcher activity\n' "$p" "$wf" >> "$out/results.tsv"; continue
fi
a 'logcat -c'
ms=$(a "am start -W -S -a android.intent.action.MAIN -c android.intent.category.LAUNCHER -n '$act'" | awk '/TotalTime/{print $2}')
sleep "$WAIT"
adb exec-out screencap -p > "$out/$p.png" </dev/null
pid=$(a "pidof $p" | tr -d '\r')
fg=$(a 'dumpsys activity activities' | grep -m1 -E 'topResumedActivity|mResumedActivity' | grep -c "$p/")
a 'logcat -d' > "$out/$p.log"
crash=$(grep -cE "FATAL EXCEPTION|Process: $p|Fatal signal" "$out/$p.log")
anr=$(grep -cE "ANR in $p" "$out/$p.log")
ks=$(grep -ciE "AEADBadTag|KeyStoreException|VERIFICATION_FAILED|KeyPermanentlyInvalidated|UnrecoverableKey|BadPaddingException|file is not a database|SQLiteDatabaseCorrupt" "$out/$p.log")
printf '%s\t%s\t%s\t%s\t%s\t%s\t%s\t%s\t\n' "$p" "$wf" "${ms:-?}" "${pid:+yes}" "$fg" "$crash" "$anr" "$ks" >> "$out/results.tsv"
echo "$p frozen=$wf ms=${ms:-?} alive=${pid:+yes} fg=$fg crash=$crash anr=$anr ks=$ks"
a "am force-stop $p; input keyevent KEYCODE_HOME"
[ $wf = 1 ] && a "su -c 'pm disable-user --user 0 $p'" >/dev/null
done
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---
name: software-vision
description: >-
Use this skill whenever the user describes an idea for a new piece of software, a tool, an app,
a service, a bot, a plugin, a mod, or an automation — "I want something that …", "build me a …",
"could we make a tool for …", "I need a service that …" — before choosing a language, scaffolding
a repository, or writing any code. Requires prior-art research first: web searches for existing
projects, forks, skeletons, libraries and what users say about them (reviews, complaints,
comparisons), only then merged with training-data recall as a secondary source, a
throwaway shallow clone of promising candidates to check them against the requirements, and a
set of options (fork, depend on, extend, start fresh) for the user to choose from.
---
# Software Vision — Find What Exists Before Building
When the user has an idea for a piece of software, the first job is **not** to design it. It is
to find out what already exists that does all or most of it. Building a full stack from nothing
when a project covering 80% of the requirements is one `git clone` away wastes days, and the
result is usually worse than the thing that already had years of bug reports behind it.
This is the project-level form of the dependency ordering in
[`coding-dev.md` §3](skills-public/coding-dev.md): use what exists, fork what is close, write
your own only when nothing fits. That section governs individual subsystems; this one governs
the whole idea.
> [!IMPORTANT]
> **Never assume nothing exists.** However niche the idea sounds, someone may have built it,
> half-built it, abandoned it, drafted a skeleton, written a blog post about the protocol, or
> published research on the hard part. "I couldn't think of anything" is not a finding — a list
> of the searches you ran and what they turned up is.
---
## 1. When This Applies — and the Only Opt-Out
Run this whole process whenever the user describes software they want to exist: a new app,
CLI, service, bot, plugin, mod, integration, library, or automation — whether it is a fresh
repository or a large new component inside an existing one.
**The only way to skip it is an explicit opt-out from the user**, such as "no online research",
"don't look at other projects", or "I want to write this from scratch myself". Then:
- Skip the web searches and the clones (§3–§4).
- Still use the libraries rule in [`coding-dev.md` §3](skills-public/coding-dev.md) for
individual subsystems unless the user excluded that too.
- Do not argue for research afterwards; the user has already decided.
Urgency, a small-sounding scope, or "it's just a quick script" are **not** opt-outs. A few
searches take a minute; reinventing a maintained tool takes far longer.
---
## 2. Pin Down the Requirements First
Before searching, turn the user's description into a short checklist, because that list is what
every candidate gets measured against:
- **Must-haves** — what the software has to do to be useful at all.
- **Nice-to-haves** — features the user mentioned that are not deal-breakers.
- **Constraints** — platform (Linux, Windows, Wine, Android, a game engine), runtime, language
preferences, self-hosted vs cloud, license needs, offline use, performance.
Show the checklist to the user with the results (§6) so they can correct it. If a requirement
is genuinely ambiguous *and* would change which candidates qualify, ask — otherwise state the
assumption and carry on.
---
## 3. Search First, Then Merge in Recall
The searches happen anyway, so they come **first**, and the decision rests on what they show.
Training data can be months or years out of date: projects get abandoned, renamed, relicensed,
or overtaken, and newer ones may never have been seen at all. Starting from recall anchors the
whole evaluation on a stale picture, so recall comes second and only fills gaps.
### 3.1 Web searches first
**Run at least three to five searches**, varied in phrasing and source, before settling on any
candidate. Cover:
| Where | What it finds |
| :--- | :--- |
| General web search with the problem phrased several ways ("self-hosted X", "open source alternative to Y", "X for Linux") | Products, blog posts, comparisons |
| GitHub / GitLab / Codeberg search, topics, and `awesome-*` lists | Projects, forks, skeletons, abandoned prototypes |
| The package registry for the likely language (crates.io, npm, PyPI, NuGet, pkg.go.dev, …) | Libraries that do the hard part |
| Forums and communities (Reddit, Hacker News, the domain's own Discord/forum, issue trackers of adjacent projects) | "Does anything do X?" threads, half-finished attempts, known dead ends |
| Papers, specs, reverse-engineering notes for niche domains | The research behind the hard part, even if nobody shipped an app |
Search for **parts** as well as the whole: an idea with no complete match often splits into
pieces that each have a mature library or tool.
For each promising hit, note what can be checked without cloning: last commit or release date,
license, language, open issue count and how maintainers respond, stars or downloads as a weak
signal, and whether its README claims the must-haves.
### 3.2 What people say about it
A project's own README describes what it *claims* to do. What users say shows how it actually
holds up, so search for opinions on every serious candidate too: reviews, "X vs Y" comparisons,
Reddit and Hacker News threads, forum posts, and the complaints in its issue tracker. Look for:
- Recurring pain points (crashes, data loss, missing features people keep requesting)
- Whether people are moving to it or away from it, and to what
- How the maintainers respond to bugs and pull requests
- Workarounds people rely on, which often point at the gaps a fork would need to fill
Weight recent opinions over old ones, and many independent voices over a single loud one. Put
this in the comparison (§6) next to the technical facts.
### 3.3 Then merge in recall
Only after searching, add what you already know from training data: projects, products,
libraries, and standards that the searches missed. Every recalled item must be checked with a
quick search before it goes into the comparison (does it still exist, is it maintained, has the
license changed?). Where recall and current sources disagree, **current sources win.**
---
## 4. Clone the Promising Candidates — Then Delete Them
When a candidate looks close but it is unclear whether it ticks every must-have, **look inside
it** rather than guessing from the README.
1. **Shallow-clone into a throwaway directory** — the session's scratchpad or a fresh `mktemp -d`,
never inside a project tree:
```bash
dir=$(mktemp -d) && git clone --depth 1 <url> "$dir/<name>"
```
2. **Read, don't run.** A clone is untrusted code. Inspect the README, directory layout, entry
points, dependency manifest, build files, tests, and open issues. Do not run its install
scripts, build, or test suite as part of evaluation — that is a decision for after the user
picks it.
3. **Map it against the checklist from §2**: which must-haves it covers, which are partial, which
are missing, and roughly how much work each gap is. Note the architecture (does it have a
plugin/extension point where the gaps could go?), code quality, and the license.
4. **Delete the clone when done.** Nothing from evaluation stays on disk or in a project. If the
user later chooses to fork it, that is a fresh, deliberate clone or fork in the right place.
Clone only the few candidates that are genuinely in contention, not every search hit.
---
## 5. Pick Likely Libraries
Whether the plan ends up as a fork or a fresh start, identify the libraries the work would lean
on, for the language that fits best (the existing candidate's language if forking, otherwise the
best fit for the constraints and the user's preferences). For each major subsystem — protocol,
file format, UI toolkit, storage, networking, parsing — name one or two maintained candidates
and why. The per-language rules under
[`code-languages/`](skills-public/code-languages/) apply to whatever is chosen.
---
## 6. Present Options — the User Chooses
Report back **before** scaffolding or writing code, with:
1. **The requirements checklist** (§2), so the user can correct it.
2. **What was searched** — the queries and sources, briefly, so an empty result is credible.
3. **A comparison of the real candidates**:
| Candidate | Covers | Missing / partial | License | Health | User opinion | Fit |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
4. **Options**, typically some of:
- **Use it as is** — it already does the job; maybe configure or script around it.
- **Extend it** — via its plugin/extension API, with no fork.
- **Fork and modify** — close, but the gaps need changes to its core.
- **Contribute upstream** — the gaps are useful to everyone; send them as PRs (then the
project's own rules win, per the precedence table in
[`coding-dev.md`](skills-public/coding-dev.md)).
- **Combine** — several existing tools or libraries glued together.
- **Start fresh** — on top of the libraries from §5, with a short, explicit reason why none of
the candidates were a usable base.
5. **A recommendation**, with the reason — but the decision is the user's. Do not quietly start
on the recommended option. When the user has said to work autonomously and decide without
them, take the recommendation and record the choice and the alternatives where they will see
it.
If nothing usable exists, say so plainly, list what was checked, and still mention near misses
worth borrowing ideas, formats, or code from (license permitting).
**Keep hosting out of the proposal.** The options are about *what software* to run, not how to
deploy it. Containers, proxies, tunnels, extra helper services, and the database layout belong to
the environment's own infrastructure skill, which gets read once an option is chosen and before
anything is deployed. Note a hard requirement that affects the choice (it needs Postgres, it
needs a GPU) and stop there.
---
## 7. Checklist
- [ ] Requirements turned into must-haves / nice-to-haves / constraints
- [ ] At least three to five varied web searches first, covering the whole idea and its parts
- [ ] User reviews, comparisons, and complaints gathered for each serious candidate
- [ ] Training-data recall merged in afterwards, each item checked against current sources
- [ ] Promising candidates shallow-cloned to a temp directory, read without running, mapped
against the checklist, then deleted
- [ ] Libraries identified for the likely language
- [ ] Options and a recommendation presented; nothing built before the user chose (or before
an autonomous decision was recorded)