investigate — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited investigate (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
Use when asked to "debug this", "fix this bug", "why is this broken", "investigate this error", or "root cause analysis". Proactively invoke this skill (do NOT debug directly) when the user reports errors, 500 errors, stack traces, unexpected behavior, "it was working yesterday", or is troubleshooting why something stopped working.
eval "$(~/.vibestack/bin/vibe-slug 2>/dev/null)" 2>/dev/null || SLUG="unknown"
_LEARN_FILE="${VIBESTACK_HOME:-$HOME/.vibestack}/projects/${SLUG:-unknown}/learnings.jsonl"
if [ -f "$_LEARN_FILE" ]; then
_LEARN_COUNT=$(wc -l < "$_LEARN_FILE" 2>/dev/null | tr -d ' ')
echo "LEARNINGS: $_LEARN_COUNT entries loaded"
if [ "$_LEARN_COUNT" -gt 5 ] 2>/dev/null; then
~/.vibestack/bin/vibe-learnings-search --limit 5 2>/dev/null || true
fi
else
echo "LEARNINGS: none yet"
fi{{include lib/snippets/session-host.md}}
{{include lib/snippets/decision-brief.md}}
{{include lib/snippets/working-protocols.md}}
{{include lib/snippets/state-protocols.md}}
NO FIXES WITHOUT ROOT CAUSE INVESTIGATION FIRST.
Fixing symptoms creates whack-a-mole debugging. Every fix that doesn't address root cause makes the next bug harder to find. Find the root cause, then fix it.
Gather context before forming any hypothesis.
git log --oneline -20 -- <affected-files>Was this working before? What changed? A regression means the root cause is in the diff.
{{include lib/snippets/prior-learnings.md}} Output: "Root cause hypothesis: ..." — a specific, testable claim about what is wrong and why.
The top-of-skill learnings pull above is keyed to "debug investigation" broadly. Now that you have a specific hypothesis, re-pull learnings keyed to that hypothesis so prior fixes for the same problem-shape surface.
Pick ONE keyword from the hypothesis. The keyword should be a noun: the failing component name, the basename of the file you suspect (without extension), or the bug noun. The keyword MUST be alphanumeric or hyphen only — no quotes, slashes, dots, colons, or whitespace. If your candidate has any of those, simplify to just the alphanumeric stem.
Worked examples (investigate-specific): good keywords are auth-cookie, session-expiry, redirect-loop. Bad: auth.ts:47, fix the auth bug, <hypothesis-keyword>.
~/.vibestack/bin/vibe-learnings-search --query "<your-keyword>" --limit 5 2>/dev/null || trueIf any learnings come back, name which one applies to your investigation in one sentence. If none come back, continue without reference — the absence of a matching prior learning is itself useful information.
After forming your root cause hypothesis, lock edits to the affected module to prevent scope creep.
[ -x "${CLAUDE_SKILL_DIR:-$HOME/.claude/skills/investigate}/../freeze/bin/check-freeze.sh" ] && echo "FREEZE_AVAILABLE" || echo "FREEZE_UNAVAILABLE"If FREEZE_AVAILABLE: Identify the narrowest directory containing the affected files. Write it to the freeze state file:
STATE_DIR="${VIBESTACK_HOME:-$HOME/.vibestack}"
mkdir -p "$STATE_DIR"
echo "<detected-directory>/" > "$STATE_DIR/freeze-dir.txt"
echo "Debug scope locked to: <detected-directory>/"Substitute <detected-directory> with the actual directory path (e.g., src/auth/). Tell the user: "Edits restricted to <dir>/ for this debug session. This prevents changes to unrelated code. Run /unfreeze to remove the restriction."
If the bug spans the entire repo or the scope is genuinely unclear, skip the lock and note why.
If FREEZE_UNAVAILABLE: Skip scope lock. Edits are unrestricted.
Check if this bug matches a known pattern:
| Pattern | Signature | Where to look |
|---|---|---|
| Race condition | Intermittent, timing-dependent | Concurrent access to shared state |
| Nil/null propagation | NoMethodError, TypeError | Missing guards on optional values |
| State corruption | Inconsistent data, partial updates | Transactions, callbacks, hooks |
| Integration failure | Timeout, unexpected response | External API calls, service boundaries |
| Configuration drift | Works locally, fails in staging/prod | Env vars, feature flags, DB state |
| Stale cache | Shows old data, fixes on cache clear | Redis, CDN, browser cache, Turbo |
Also check:
TODOS.md for related known issuesgit log for prior fixes in the same area — recurring bugs in the same files are an architectural smell, not a coincidenceExternal pattern search: If the bug doesn't match a known pattern above, WebSearch for:
If WebSearch is unavailable, skip this search and proceed with hypothesis testing. If a documented solution or known dependency bug surfaces, present it as a candidate hypothesis in Phase 3.
Before writing ANY fix, verify your hypothesis.
3 hypotheses tested, none match. This may be an architectural issue
rather than a simple bug.
A) Continue investigating — I have a new hypothesis: [describe]
B) Escalate for human review — this needs someone who knows the system
C) Add logging and wait — instrument the area and catch it next timeRed flags — if you see any of these, slow down:
Once root cause is confirmed:
This fix touches N files. That's a large blast radius for a bug fix.
A) Proceed — the root cause genuinely spans these files
B) Split — fix the critical path now, defer the rest
C) Rethink — maybe there's a more targeted approachFresh verification: Reproduce the original bug scenario and confirm it's fixed. This is not optional.
Run the test suite and paste the output.
Output a structured debug report:
DEBUG REPORT
════════════════════════════════════════
Symptom: [what the user observed]
Root cause: [what was actually wrong]
Fix: [what was changed, with file:line references]
Evidence: [test output, reproduction attempt showing fix works]
Regression test: [file:line of the new test]
Related: [TODOS.md items, prior bugs in same area, architectural notes]
Status: DONE | DONE_WITH_CONCERNS | BLOCKED
════════════════════════════════════════Log the investigation as a learning for future sessions. Use type: "investigation" and include the affected files so future investigations on the same area can find this:
~/.vibestack/bin/vibe-learnings-log '{"skill":"investigate","type":"investigation","key":"ROOT_CAUSE_KEY","insight":"ROOT_CAUSE_SUMMARY","confidence":9,"source":"observed","files":["affected/file1.ts","affected/file2.ts"]}'{{include lib/snippets/capture-learnings.md}}
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.