AgentSkillsCN

fp-pattern-detector

检测重复出现的FP模式（采集器/品类集中度、描述重复、时间热点、弱键）。

SKILL.md
--- frontmatter
name: fp-pattern-detector
description: Detect recurring FP patterns (collector/category concentration, duplicate
  descriptions, temporal hotspots, weak keys).
user-invocable: false
allowed-tools:
- Bash
- Read

fp-pattern-detector

When to use

  • •You need a machine-readable pattern report to drive tuning proposals.

Inputs

  • •days window, min_count, fp_rate_threshold.
  • •out path for JSON.

Workflow

  1. •Run: python -m ops.cli quality find-patterns --days 30 --min-count 10 --out /tmp/patterns.json.
  2. •Open the JSON and review the top patterns; validate with a few example signal_ids.

Outputs

  • •JSON with config and patterns list.

Guardrails

  • •Patterns are heuristics; always validate with examples before changing code/config.

References

  • •references/reference.md
  • •docs/QUALITY_OPS_ARCHITECTURE.md