Agent skill
cvm-troubleshooter
Diagnose and unblock CVM pipeline failures quickly. Use when ingest, dbt, train, score, e2e, or drift commands fail; when outputs are missing; or when reason quality/feature availability issues appear.
Install this agent skill to your Project
npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/other/other/cvm-troubleshooter
SKILL.md
CVM Troubleshooter
Collect diagnostics first, then propose the smallest rerun.
Workflow
- Collect diagnostics using the bundled script.
bash skills/cvm-troubleshooter/scripts/collect_diagnostics.sh
- Classify failure by stage.
- Ingestion failures: raw data path, missing
raw_*.csv, mapping errors. - Prepare-data failures: dbt binary/path, dbt test failures, mart contracts.
- Train failures: missing target columns, empty training marts, model backend deps.
- Score failures: missing decision queue, missing signal tables, reason quality gate.
- Propose exact fix + rerun command.
- Do not propose broad changes. Give one minimal change and rerun only affected stage.
- Return a concise incident report.
- include root cause, fix, and verification output path.
Playbook
Use references/failure-playbook.md.
Recommended Agent Skills
Expand your agent's capabilities with these related and highly-rated skills.
majiayu000/claude-skill-registry
agent-ops-spec
Manage specification documents in .agent/specs/. Use when user provides requirements, acceptance criteria, or feature descriptions that need to be tracked and validated against implementation.
majiayu000/claude-skill-registry
agent-ops-state
Maintain .agent state files. Use at session start, after meaningful steps, and before concluding: read/update constitution/memory/focus/issues/baseline consistently.
majiayu000/claude-skill-registry
agent-ops-spec
Manage specification documents in .agent/specs/. Use when user provides requirements, acceptance criteria, or feature descriptions that need to be tracked and validated against implementation.
majiayu000/claude-skill-registry
agent-ops-testing
Test strategy, execution, and coverage analysis. Use when designing tests, running test suites, or analyzing test results beyond baseline checks.
majiayu000/claude-skill-registry
agent-ops-testing
Test strategy, execution, and coverage analysis. Use when designing tests, running test suites, or analyzing test results beyond baseline checks.
majiayu000/claude-skill-registry
agent-ops-state
Maintain .agent state files. Use at session start, after meaningful steps, and before concluding: read/update constitution/memory/focus/issues/baseline consistently.
Didn't find tool you were looking for?