asa-reuse-pattern-miner

ASA Reuse Pattern Miner

Use this internal meta-skill when a model must convert one or more analyzed skills into reusable design assets.

This skill fixes the failure mode where pattern mining becomes a loose summary instead of reusable anchors, composition candidates, anti-patterns, and optional solidification templates that another author can apply.

Inputs

• Skill summaries and source paths.
• Structure analysis, workflow analysis, and reviewer outputs.
• Resource roles, workflow steps, evidence strength, and reusable artifacts.
• Optional model comparison notes when available.

Process

1. Identify mechanisms that can transfer beyond one repository.
2. Separate concrete implementation details from reusable design principles.
3. For each candidate pattern, write problem, solution, when-to-use, counterexample, and evidence.
4. Mark pattern maturity as candidate, emerging, or established based on example count and mechanism similarity.
5. Extract checklists only when steps are actionable.
6. Extract templates only when placeholders and usage boundaries are clear.
7. Record anti-patterns when the source exposes a likely failure mode.
8. Convert transferable mechanisms into reuse, composition-candidate, anti-pattern, and solidification-template anchors.
9. Avoid copying source text; abstract the method and point back to evidence.

Output Contract

Return reusable assets suitable for patterns.json and Obsidian notes:

reuse_assets:
  patterns: []
  templates: []
  checklists: []
  anti_patterns: []
  extension_ideas: []
  anchors:
    reuse_anchor:
      - id:
        name:
        problem:
        reusable_mechanism:
        when_to_use: []
        when_not_to_use: []
        source_patterns: []
        reuse_modes:
          - reference_only
          - temporary_composition
          - prompt_patch
          - workflow_step
          - learning_note
        portability: high | medium | low
        confidence: high | medium | low | unknown
        evidence: []
    composition_candidate_anchor:
      - id:
        name:
        selected_anchors: []
        composition_form: reference_only | temporary_composition | prompt_patch | agent_rule_patch | workflow_insert | tool_adapter | template_pack | quality_gate | learning_note | full_workflow_blueprint | new_skill_spec
        user_goal:
        expected_output:
        required_adapters: []
        conflict_risks: []
        preserve_existing_skills: true
        solidification_required: true | false
        confidence: high | medium | low | unknown
        evidence: []
    anti_pattern_anchor:
      - id:
        name:
        failure_mode:
        appears_when: []
        avoid_by: []
        affected_anchor_types: []
        severity: high | medium | low
        evidence: []
    solidification_template_anchor:
      - id:
        name:
        target_form: full_workflow_blueprint | new_skill_spec | template_pack | quality_gate
        use_only_when: []
        required_sections: []
        required_anchors: []
        optional_anchors: []
        non_destructive_output:
        rollback_note:
        evidence: []