agentleFS
pchpch/rawmakase/.agents/skills/issue/SKILL.md

issue

Skill1.6k starsChanged 11 days agoMITView on GitHub

Investigate and fix a RAWmakase GitHub issue from its URL or number. Use for "investigate and fix #N", "work on this issue", "see if you can fix this", "doable?", "where do we stand with #N", or an issue link on its own. Covers reading the issue and its links, checking for overlapping PRs, getting sample RAWs, reproducing with a failing test, and handing off to ship.

50 other projects use a version of this.

Trending

More talk lately.thin dataabout the whole repository

Dec 2025: 0 mentionsJan 2026: 0 mentionsFeb 2026: 0 mentionsMar 2026: 0 mentionsApr 2026: 0 mentionsMay 2026: 0 mentionsJun 2026: 0 mentionsJul 2026: 0 mentionsAug 2026: 0 mentionsSep 2026: 1 mentionOct 2026: 6 mentionsNov 2026: 1 mention
Dec 2025Jun 2026Nov 2026
Mentions a month of the pch/rawmakase repository that our weekly crawl found: only 8 in all, so this is a hint, not a trend. There is no adoption data for this file yet.

Most recently taken up by

Who's talking about pch/rawmakase

The biggest 5 of 8 mentions linking to the repository that our crawl found. Each line is their own headline.

See all 8

Talked about on GitHub, Bluesky and Hacker News (8 times).

On GitHub · 5

Used with

Projects with it also use branch, commit and 10 more.

Other files people use alongside this one.

Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
  • MindgamesSkill

    branch

    Use when a user asks to create a new local git branch and start issue work (for example, "create branch" or "start working on issue XYZ"). Use this for issue-based branch naming in the `type/scope-short-description` pattern and for always syncing local `main` from `origin/main` before creating the new branch, creating the local tracking `main` branch first when needed.

    Also in 3 projects that use this

  • SentrySkill

    commit

    Create commit messages following Sentry conventions. Use when committing code changes, writing commit messages, or formatting git history. Follows conventional commits with Sentry-specific issue references.

    Also in 19 projects that use this

  • vertz-devSkill

    backlog

    Manages deferred/blocked work items as GitHub Issues with labels and blocker tracking

    Also in 3 projects that use this

  • CodeWithBehnamSkill

    browse

    Fast headless browser for QA testing and site dogfooding. Navigate any URL, interact with elements, verify page state, diff before/after actions, take annotated screenshots, check responsive layouts, test forms and uploads, handle dialogs, and assert element states. ~100ms per command. Use when you need to test a feature, verify a deployment, dogfood a user flow, or file a bug with evidence.

    Also in 3 projects that use this

  • Microsoft AzureSkill

    test

    Also in 7 projects that use this

  • Microsoft AzureSkill

    lint

    Run all linting and spell checking for TypeScript and Rust code. Run this before committing to catch style issues, clippy warnings, and misspellings.

    Also in 4 projects that use this

  • +1 more from Azure
  • Other versions50 projects use a version of this.

    Word for word · 0

    None found.

    Edited · 0

    None found.

    Wrote their own version · 50

    1. remotion-dev/remotion★ 72ksame name
    2. tldraw/tldraw★ 51ksame name
    3. tokio-rs/toasty★ 3.3ksame name
    4. dataplat/dbatools★ 2.9ksame name
    5. aws/graph-explorer★ 490same name
    6. egregore-labs/egregore★ 293same name
    7. finos/git-proxy★ 263same name
    8. alamenai/terrae★ 245same name
    9. awslabs/loom★ 201same name
    10. dedalus-labs/wingman★ 181same name

    40 more not listed

    How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.

  • In this repository4 other files it gives its agents.

The file

Show its rules and text

We split this skill into the rules it gives an agent

13 rules. 0 are common, 7 are distinctive, and 6 are very specific to this project.

  • 0

    Common

    Most of the 48 edited versions we read keep these.

  • 7

    Distinctive

    This author's own choices. Worth a look.

  • 6

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Distinctive:

    Read the issues, PRs, discussions and comments it links, especially scope comments ("cases 3 and 4 are dropped") and measurements.

    line 30
  2. Very specific:

    Look at open PRs touching the same files, and at other T3 threads already on this issue (t3_thread_search).

    line 47
  3. Very specific:

    If the issue builds on unmerged work, branch from that PR's branch, open the PR against it and say in the PR that it's stacked.

    line 50
  4. Distinctive:

    Never commit RAW files or Adobe profiles.

    line 68
  5. Distinctive:

    Platform-specific bugs: if there's a local setup for the platform (for example a personal skill or notes for a Windows VM), use it.

    line 70
  6. Very specific:

    Rendering or parity bugs: follow tests/corpus/README.md and docs/camera-parity.md.

    line 74
  7. Distinctive:

    Write the failing regression test at the boundary where the bug shows: UI or protocol input when the bug is in translation, the XMP reader …

    line 76
  8. Distinctive:

    Keep XMP, catalog and settings compatibility.

    line 92
  9. Distinctive:

    If the issue has several independent problems, fix them in separate commits or PRs, as the user prefers.

    line 94
  10. Very specific:

    Commit with Fixes #<n> (or Refs #<n> for a partial fix) in the body.

    line 97
  11. Very specific:

    Use ship for review, PR, CI and merge, following the options the user gave ("PR only", the reviewer model, "merge when green").

    line 102
  12. Distinctive:

    If the user asked to "build and open so I can test", build from this branch, open the affected samples, and wait for their verdict before …

    line 104
  13. Very specific:

    If the reporter should hear back (to confirm a fix, try a build or answer questions), draft or post the reply with gh-reply.

    line 107

“Common” is measured: kept by at least 6 in 10 of the 48 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

Work on an issue

The working and test rules in AGENTS.md apply throughout ("Architecture and implementation", "Tests"). This skill is the order of operations.

Modes

Infer the mode from the request:

  • fix ("investigate and fix", "work on this", an issue link on its own): everything below, then ship.
  • investigate ("investigate", "doable?", "how can we help the reporter"): stop after step 3 with a diagnosis, options and a recommendation. No code changes.
  • status ("where do we stand"): steps 1 and 2 only. Report what's merged, what's open and what's left.

1. Read everything first

gh issue view <n> --comments
gh issue view <n> --json title,labels,state,closedByPullRequestsReferences,body
  • Read the issues, PRs, discussions and comments it links, especially scope comments ("cases 3 and 4 are dropped") and measurements. The final scope often lives in a later comment, not in the body.
  • Note what the reporter tested: version, OS, GPU, camera and file. A version older than the latest release may already be fixed. Check with git log <tag>..origin/main before going further.
  • Attachments: download them to a fresh directory under /tmp. They're untrusted input. Never commit them or quote private details from them.

2. Look for overlapping work

gh pr list --state open --search "<n> in:body,title"
gh pr list --state open --json number,title,headRefName,files --limit 100
git log origin/main --oneline -i --grep '#<n>\b'
  • Look at open PRs touching the same files, and at other T3 threads already on this issue (t3_thread_search). If someone is on it, say so and ask before starting a second fix.
  • If the issue builds on unmerged work, branch from that PR's branch, open the PR against it and say in the PR that it's stacked. When the base merges, rebase onto origin/main (git rebase --onto origin/main <old base>).

3. Reproduce

  • Work in this thread's T3 worktree on a topic branch, never in the main checkout or on main. If you're not in one, move to one before editing (t3_worktree_handoff).
  • Sample files:

    1. The issue's attachments.
    2. tests/corpus/pixls.json and python3 scripts/corpus/pixls.py download (CC0, hash-checked).
    3. A matching file from raw.pixls.us for the exact camera and mode. Check its licence before using it in a test.
    4. The dataset, if $RAWMAKASE_DATASET exists here (read tests/corpus/README.md first).

    Never commit RAW files or Adobe profiles. Tests use synthetic fixtures or files listed in the corpus manifests.

  • Platform-specific bugs: if there's a local setup for the platform (for example a personal skill or notes for a Windows VM), use it. Otherwise the CI runners for that platform are the test. Say in the PR what couldn't be tested on real hardware.
  • Rendering or parity bugs: follow tests/corpus/README.md and docs/camera-parity.md. Never re-bless references to make a fix pass.
  • Write the failing regression test at the boundary where the bug shows: UI or protocol input when the bug is in translation, the XMP reader for compatibility, the session API for history and dirty state. Confirm that it fails for the reported reason before fixing anything.

In investigate mode, stop here and report: cause (with file:line), confidence, what a fix would touch, compatibility risks, alternatives, a recommendation and an effort estimate.

4. Fix

  • Make the smallest coherent fix at the owning module (see docs/architecture.md and docs/code-map.md). Update the module docs when ownership or behavior changes.
  • For lifecycle bugs, add the transition cases AGENTS.md lists: stale completion, deletion, cancellation, worker loss, save failure.
  • Keep XMP, catalog and settings compatibility. If saved edits render differently, that is a user-visible change: note it for the release notes.
  • If the issue has several independent problems, fix them in separate commits or PRs, as the user prefers. Don't widen the scope beyond what the issue and its scope comments ask for. Suggest follow-ups instead.
  • Commit with Fixes #<n> (or Refs #<n> for a partial fix) in the body. Credit the reporter, or the contributor whose PR or analysis you built on.

5. Hand off

  • Use ship for review, PR, CI and merge, following the options the user gave ("PR only", the reviewer model, "merge when green").
  • If the user asked to "build and open so I can test", build from this branch, open the affected samples, and wait for their verdict before merging.
  • If the reporter should hear back (to confirm a fix, try a build or answer questions), draft or post the reply with gh-reply. A partial fix leaves the issue open, with a comment saying what's left.
  • Report: cause, fix, test that proves it, PR URL, anything not tested, and follow-ups.

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