Debug Helper
Debug assistant for error analysis, log interpretation, and performance profiling. Use when user
Install
$ agentstack add skill-ifiokjr-monopi-debug-helper ✓ 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
Debug Helper
Systematic debugging workflow.
Error Analysis
- Read the error — Full stack trace and error message
- Locate — Find the source file and line
``bash # Search for the error origin grep -rn "ErrorClass\|error_function" src/ ``
- Context — Read surrounding code (±30 lines)
- Reproduce — Identify minimal reproduction steps
- Root cause — Trace the data flow to find where it goes wrong
- Fix — Minimal change that addresses the root cause
- Verify — Run the failing case to confirm the fix
Log Analysis
- Read the log file or output
- Identify patterns: timestamps, error levels, request IDs
- Correlate events across log lines
- Summarize: what happened, when, and why
Performance Profiling
- Measure — Get baseline numbers first
``bash time ``
- Profile — Use language-appropriate tools:
- Node.js:
--prof,clinic.js - Python:
cProfile,py-spy - Go:
pprof
- Identify — Find the hotspot (usually 1-2 functions)
- Optimize — Fix the bottleneck
- Verify — Measure again, compare with baseline
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: ifiokjr
- Source: ifiokjr/monopi
- License: MIT
- Homepage: https://ifiokjr.github.io/monopi/
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.