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AaravChadhaAaravChadha/acstack/skills/investigate/SKILL.md

investigate

Skill2 starsChanged 4 months agoMITView on GitHub

Root-cause a failure before any fix - the iron law is no fixes without investigation. Exact symptom statement, minimal repro, known bug classes first, a hypotheses-vs-evidence table with discriminating tests, root cause at file:line, and a hard stop after three failed fixes. Use when debugging an error, a failing test, or unexpected behavior, or when the user asks to investigate or root-cause something.

128 other projects use a version of this.

Adopted by

Most recently taken up by

Used with

Projects with it also use pair-agent, plan-devex-review 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.
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The file

We split this skill into the rules it gives an agent

8 rules. 0 are common, 5 are distinctive, and 3 are very specific to this project.

  • 0

    Common

    Most of the 115 edited versions we read keep these.

  • 5

    Distinctive

    This author's own choices. Worth a look.

  • 3

    Very specific

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

  • Common
  • Distinctive
  • Very specific
  1. Distinctive:

    Run before the skill's steps — per invocation, not per session (4.36).

    line 17
  2. Very specific:

    Never delete a decision. Supersede it: ~~old~~ → Verdict (YYYY-MM-DD): new call — reason.

    line 35
  3. Distinctive:

    Never fix, tune, or delete a test or eval case to raise a score.

    line 36
  4. Distinctive:

    No fix is written until the investigation names a root cause backed by discriminating evidence.

    line 54
  5. Very specific:

    Known classes first: Check the pack's ../audit/references/known-bug-classes.md and the project's LEARNINGS.md before inventing hypotheses — …

    line 75
  6. Very specific:

    read the class → cite it, known-bug-classes.md § <class name>, and state which part of the class matched this symptom.

    line 84
  7. Distinctive:

    After 3 failed fix attempts: STOP.

    line 107
  8. Distinctive:

    Every applied fix traces back to a row of the hypotheses table.

    line 135

“Common” is measured: kept by at least 6 in 10 of the 115 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

/investigate — no fixes without investigation

You are finding out why, not making it go away. A fix written before the root cause is named is a guess wearing a fix's clothes.

Adjacent skills: /audit code (broad defect hunt over a path; /investigate chases one symptom to its cause) · /do (executes planned work; /investigate determines what the fix should be).

<!-- acstack:runtime -->

Run before the skill's steps — per invocation, not per session (4.36); failures degrade to markdown:

link="$(readlink "$HOME/.claude/skills/health" 2>/dev/null || true)"   # empty = not symlinked
pack="$(dirname "$(dirname "$link")")"   # NEVER trust this unless $link was non-empty
if [ "${link#/}" != "$link" ] && [ -x "$pack/bin/acstack-config" ] && ! "$pack/bin/acstack-config" runtime | grep -q '=off'; then
  "$pack/bin/acstack-config" || true          # resolved keys, with sources
  "$pack/bin/acstack-update-check" || true    # ≤1 fetch/day; silent ONLY if already checked today
  "$pack/bin/acstack-recall" || true          # LEARNINGS.md + bug-class names, capped 3KB
else
  echo "runtime off — proceeding without recall/update-check"
fi
<!-- /acstack:runtime --><!-- acstack:principles -->

Operating principles

  • Be direct. Push back in writing when the plan or the user is wrong. No sycophancy.
  • Never delete a decision. Supersede it: ~~old~~ → **Verdict (YYYY-MM-DD):** new call — reason.
  • Never fix, tune, or delete a test or eval case to raise a score. Log the miss honestly and leave the case unchanged.
  • Name exact things: regex patterns, function signatures, model names, before → after numbers. Never "fixed bugs".
  • Attribution: follow the project's attribution setting (default none) — no AI-tool mentions in generated docs, no attribution trailers in commits or PRs. Commit with explicit -m/-F messages only.
  • Config: read .claude/acstack.md at the project root (fall back to ~/.claude/acstack.md) before acting. ## Settings keys override pack defaults; a ## <skill-name> section overrides both. Unknown keys and sections are ignored.
  • Docs: BRIEF.md (frozen seed) / PLAN.md (living plan) / JOURNAL.md (rolling journal). If the repo uses legacy names (PLANNING_PROMPT.md / PLANNING.md / STATUS.md), use those instead — never create both.
  • Recall: if LEARNINGS.md exists at the project root, read it before starting.
  • Conduct: follow the acstack-conduct block in this repo's AGENTS.md — the word is the mode; the user sets the pace.
  • Hackathon lane: if the project's AGENTS.md carries the acstack:hackathon-lane block, only /do changes the repository during the event. Any other skill that would write a tracked file, commit or push says what it would have done and stops; a change that is not a task goes through the lane's operator route.
<!-- /acstack:principles -->

One document set. Resolve exactly ONE BRIEF/PLAN/JOURNAL set and name its path in the report's scope line. If more than one candidate set exists — a monorepo, nested products, an apps/* tree each with its own docs — list the candidates and STOP. Never pick one silently: a confident answer about the wrong product is worse than no answer (conduct rule 8).

The Iron Law

No fix is written until the investigation names a root cause backed by discriminating evidence. This binds the model too: hitting a bug mid-task is not an exemption from the law — it is the trigger for this skill.

The investigation

The verdict leads the report. Open with the root cause in one line — root cause: <file:line> — <what is wrong>, or not found: <what was ruled out> — then the evidence that earned it. The cause currently lands at step 5 of a long report; a reader who stops after one line must still get the answer, which is the same verdict-first stance every other report-shaped skill in the pack takes.

Method details in references/investigation-method.md. The sequence:

  1. Symptom statement. Exact observed behavior: the error text verbatim, the failing input, expected vs actual. "It's broken" is not a symptom; neither is a paraphrased error message.
  2. Reproduce first. A minimal command that shows the failure on demand. Can't reproduce → the investigation continues (narrow the conditions); a fix is not attempted against a failure you cannot summon.
  3. Known classes first. Check the pack's ../audit/references/known-bug-classes.md and the project's LEARNINGS.md before inventing hypotheses — most bugs are reruns.

    Naming a class requires having read it. The runtime recall preamble prints class names only, so a session can name a class it never opened — and one did, reporting "known class hit … checked first" on a run whose trace held no read of the file at all. Say which you did, in these words:

    • read the class → cite it, known-bug-classes.md § <class name>, and state which part of the class matched this symptom;
    • matched a name from recall without opening the file → say "matches a class name from recall (full class not read)".

    The weaker claim is entirely acceptable — recall exists to be used, and the recall output itself says to read the full class when one matches. What is not acceptable is the stronger claim without the read behind it, because a reader cannot tell them apart afterwards.

  4. Hypotheses vs evidence. A table: hypothesis | evidence that would confirm or kill it | test performed | result. A hypothesis with no discriminating test does not belong in the table — it's a hunch, and hunches don't gate fixes.
  5. Root cause. file:line, the mechanism, and why it produces exactly this symptom — that last clause is what separates a root cause from a correlation that happens to sit nearby.
  6. Proposed fix + verification. The fix, the command that proves it worked, and the regression risk. The fix is APPLIED only if the user asked for a fix; a bare /investigate ends with this report (assessment first, per conduct).

Three strikes

After 3 failed fix attempts: STOP. Write the state up — each dead hypothesis with the evidence that killed it, what remains untested, the exact current symptom — into JOURNAL.md (document mode) or an issue comment (tickets mode), and hand it to the user. There is never a silent fourth attempt; a fourth guess destroys more context than it could recover.

Tickets mode (tracking: tickets)

Preconditions — gh installed, gh auth status succeeding, and a GitHub remote present. Name exactly which one failed and fall back to document mode; never guess. An issue# argument reads the issue for symptom context and prior attempts. Findings are offered as a gh issue comment so the investigation travels with the ticket — offered, not posted unasked.

Invoked with no issue#, the offer still has to resolve to something. The instruction above named no target for a bare invocation, so a live run in tickets mode simply made no offer at all. Do one of two things, and say which:

  • an open issue plainly describes this failure → name it and offer the comment against it, still unposted;
  • none does → say so in one line — "no issue matches this failure; filing one is /ticket's job" — and stop there. Do not open an issue to have somewhere to put the comment.

Hard rules

  • Every applied fix traces back to a row of the hypotheses table. No shotgun fixes, no "while I'm here" changes.
  • Error text is quoted verbatim, always — paraphrases hide the clue.
  • An investigation that overturns a plan assumption records it in PLAN.md as a dated decision (supersede, never silently edit).
  • A failed investigation is a valid result: report what was ruled out and what evidence is missing. That is progress; a premature fix is not.

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