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pm-claude-skills/exports/cursor/pm-engineering/debugging-log-analyser/debugging-log-analyser.mdc
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mohitagw15856 05b6d799f0 SkillCheck validator, Cursor exports, and per-agent installers (#27)
Three more learnings from alirezarezvani/claude-skills, applied:

1. SkillCheck validator (scripts/skillcheck.mjs) — validates every SKILL.md
   against the authoring standard (frontmatter, name/folder match, trigger +
   produces clauses, required headings) plus tier referential integrity.
   Errors fail CI; --strict fails on warnings too. New skillcheck.yml workflow
   and a SkillCheck status badge in the README. Current: 0 errors / 14 advisory
   warnings across 172 skills.

2. Cursor export platform — build-exports.mjs now generates
   exports/cursor/<bundle>/<skill>/<skill>.mdc rule files. The PLATFORMS
   registry now supports per-skill filenames (file as a function).

3. Per-agent installers — scripts/install.sh unifies install for
   claude/hermes/codex/openclaw/cursor (--link, --target, --dry-run, --list).
   Curl-able one-liners codex-install.sh, openclaw-install.sh, and
   cursor-install.sh clone the library and install in a single command.

README documents the one-line installs and Cursor exports; CHANGELOG and the
authoring standard updated.


Claude-Session: https://claude.ai/code/session_016JWn5jRD5tcEFKrubjQ6Px

Co-authored-by: Claude <noreply@anthropic.com>
2026-06-17 13:38:31 +01:00

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---
description: "Parse error logs, stack traces, and crash reports into a structured root cause diagnosis. Use when an application is throwing exceptions, crashing, or producing unexpected errors and you need to understand why and what to fix. Produces a structured diagnosis with error classification, stack trace walkthrough, probable root cause with confidence level, affected code path, a concrete code-level fix suggestion, and ordered next debugging steps."
globs:
alwaysApply: false
---
# Debugging Log Analyser Skill
Parses raw error logs, stack traces, and crash reports into a structured diagnosis with probable root cause, affected code path, and specific next steps — no hand-waving.
## Required Inputs
Ask for these if not provided:
- **The log / stack trace / error output** (paste directly or describe the error)
- **Language and framework** (e.g. Node.js + Express, Python + Django, Java Spring, Go)
- **Context** (what changed before this started — e.g. recent deploy, config change, increased traffic, new input data; or "nothing changed" is also useful)
- **Frequency** (one-off / intermittent / consistent / regression after a specific change)
- **Environment** (local dev / staging / production)
- **What they've already tried** (if anything)
## Output Format
---
# Debugging Report: [Service/App Name]
### 1. Error Classification
**Error type:** [Runtime exception / Build error / Config error / Network error / Memory error / Unknown]
**Severity:** [Fatal / Critical / Warning / Informational]
**Recurrence pattern:** [One-off / Intermittent / Consistent / On-startup / Under load]
### 2. Stack Trace Analysis
Walk the stack frame by frame, starting from the origin:
- **Origin frame:** [File, line, function where it started]
- **Propagation path:** [How it travelled through the call stack]
- **Crash point:** [Where it ultimately threw/panicked/exited]
For each significant frame, note whether it is:
- User code (fixable here)
- Framework/library code (usually a misuse issue)
- System/runtime code (usually a config or environment issue)
### 3. Root Cause Assessment
**Probable root cause:** [12 sentence plain English statement]
**Confidence:** [High / Medium / Low — and why]
**Alternative causes to rule out:** [If confidence is not high]
### 4. Affected Code Path
**Entry point:** [Where the triggering call began]
**Key function(s) involved:** [Specific functions/methods named in the trace]
**Data that triggered it:** [If inferable from the log — e.g. null value, malformed JSON]
### 5. Suggested Fix
Provide a concrete, code-level suggestion:
- What to change (the minimal fix)
- Why this fixes the root cause
- Any trade-offs or risks in the fix
- A short code snippet if helpful
### 6. Next Debugging Steps
If the root cause is uncertain, provide an ordered list of 35 specific debugging actions:
1. [Specific thing to check — file, log line, config value]
2. [Specific reproduction step or isolation test]
3. [Specific tool command — e.g. `strace`, `pprof`, `--verbose`, add logging at X]
### 7. Prevention
One or two concrete things that would prevent this class of error recurring:
- Better input validation at [point]
- Add monitoring/alerting for [condition]
- Test that covers [scenario]
---
## Quality Checks
- [ ] Root cause is specific (not "there might be a null pointer issue")
- [ ] At least one concrete code-level fix is suggested
- [ ] Next steps are actionable commands, not vague advice
- [ ] Suggested fix references the actual language/framework in the input (not a generic fix that could apply to any language)
- [ ] Confidence level includes a stated reason (not just "High" or "Low" with no explanation)
- [ ] Prevention is proactive (not just "add error handling")
## Usage Examples
- "Why is this crashing?" + [paste log]
- "Can you analyse this stack trace?"
- "I'm getting this error, what does it mean?"
- "Debug this log for me"
- "What's causing this exception?"