Install
$ agentstack add skill-ngocsangyem-meowkit-investigate ✓ scanned · ✓ verified — works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
About
Systematic Debugging
> Path convention: Commands below assume cwd is $CLAUDE_PROJECT_DIR (project root). Prefix paths with "$CLAUDE_PROJECT_DIR/" when invoking from subdirectories.
Iron Law: NO FIXES WITHOUT ROOT CAUSE INVESTIGATION FIRST.
Skill wiring
- Reads memory:
.claude/memory/fixes.md,.claude/memory/architecture-decisions.md - Writes memory:
.claude/memory/fixes.mdvia directEdit(diagnosis records only —##note:is a user-typed keyboard shortcut that does NOT fire from agent output; the fix itself is persisted bymk:fix). See.claude/skills/memory/references/capture-architecture.md.
Plan-First Gate
Investigation precedes planning for bug fixes:
- Confirm root cause FIRST (Iron Law)
- After root cause confirmed → invoke
mk:plan-creator --type bugfixif fix affects > 2 files
Skip: Investigation itself doesn't need a plan — it produces the input for planning.
When to Use
- User reports errors, bugs, unexpected behavior
- "debug this", "fix this bug", "why is this broken"
- "investigate this error", "root cause analysis"
- Troubleshooting why something stopped working
Process
- Run preamble — load
references/preamble.mdand execute the startup bash block - Collect symptoms — read error messages, stack traces, reproduction steps
- Investigate root cause — load
references/debugging-methodology.mdand follow Phase 1-3. For recurring patterns or complex failures, loadreferences/rca-method-selection.mdfor methodology selection. Loadreferences/rca-anti-patterns.mdto avoid common RCA mistakes. - Lock scope — optionally invoke
mk:freezefirst to restrict edits to the affected module. Thecheck-freeze.shhook is installed but without an explicitmk:freezeinvocation it is a no-op (all edits allowed). - Implement fix — follow Phase 4 from debugging methodology
- Verify — reproduce original scenario, run test suite, output DEBUG REPORT
- Run shared protocols — load
references/shared-protocols.mdfor completion status + telemetry
References
Load only when executing the corresponding step — not upfront.
| Reference | When to load | Content | | --------------------------------------------------------------------- | ------------------------------- | --------------------------------------------------------------------------- | | [preamble.md](./references/preamble.md) | Step 1 — skill startup | Session init, env detection, upgrade check | | [debugging-methodology.md](./references/debugging-methodology.md) | Steps 2-6 — investigation + fix | 5-phase debugging: investigate → analyze → hypothesize → implement → verify | | [shared-protocols.md](./references/shared-protocols.md) | Step 7 — completion | AskUserQuestion format, completion status, telemetry, contributor mode |
Specialized Techniques (load based on bug type)
| Bug type | Load reference | What it adds | |----------|---------------|-------------| | Deep stack trace errors | references/root-cause-tracing.md | Backward trace: symptom → cause → ROOT CAUSE | | Server/CI/DB incidents | references/system-investigation.md | 5-step system investigation methodology | | CI/CD failures, log correlation | references/log-analysis.md | Filter → timeline → pattern → cross-source | | Performance issues | references/performance-diagnostics.md | Quantify → layer isolation → bottleneck | | Post-fix validation | references/reporting-standards.md | Enhanced DEBUG REPORT with timeline + recommendations | | Test pollution | Run scripts/find-polluter.sh | Bisection to find which test creates unwanted state | | Defense-in-depth | See mk:fix/references/prevention-gate.md | 4-layer validation (DRY — shared with mk:fix) |
Constraints
- Read-only until hypothesis confirmed — no edits until root cause identified
- 3-strike rule — if 3 hypotheses fail, STOP and escalate
- Minimal diff — fix root cause with fewest files/lines possible
- Regression test required — must fail without fix, pass with fix
- >5 files touched — AskUserQuestion about blast radius before proceeding
Hooks
- Iron Law enforcement: No fixes without confirmed root cause — this is a process constraint, not a technical hook
- The skill gates Phase 3 (Fix) behind Phase 1 (Investigate) completion
- If root cause cannot be confirmed after 3 hypotheses, escalate to human
- Scope-locking hook: Installs a
PreToolUsehook on Edit/Write that delegates tomk:freezeto scope edits to the investigation target. Deactivation follows freeze's semantics — end the session or start a new one to clear it. - Interaction with mk:careful: If mk:careful is active, debugging commands that touch state will still prompt for confirmation. This is expected — do not bypass.
Gotchas
- Confirming hypothesis without disproving alternatives: Finding evidence FOR a theory doesn't mean it's correct → Actively test at least one alternative hypothesis before concluding
- Log timestamps in wrong timezone: Server logs in UTC, local comparison in local time → Normalize all timestamps to UTC before correlation
Delegation: mk:web-to-markdown
When investigation requires fetching an arbitrary external URL (e.g. a vendor error page, a remote log endpoint, a referenced issue URL), this skill delegates to mk:web-to-markdown via the --wtm-accept-risk flag.
- Without
--wtm-accept-risk:mk:web-to-markdownrefuses cross-skill delegation.
External URL resolution falls back to Context7 / chub / WebSearch only.
- With
--wtm-accept-risk: delegation proceeds through all security layers
(SSRF guard, injection scanner, DATA boundary, secret scrub). The flag is a conscious trust-boundary crossing — the caller acknowledges the target URL may contain prompt injection and that the skill's defenses are best-effort.
- Delegation example:
.claude/skills/.venv/bin/python3 .claude/skills/web-to-markdown/scripts/fetch_as_markdown.py "" --wtm-accept-risk --caller mk:investigate
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: ngocsangyem
- Source: ngocsangyem/MeowKit
- License: MIT
- Homepage: https://docs.meowkit.dev/
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.