skill-system-friction
Scan `.tkt/friction` records, classify blocker/workaround/papercut signals, compute frequencies, and suggest bounded skill-ification opportunities.
What this skill does
# Skill System Friction
This skill provides a lightweight scan surface for recorded friction events.
## Commands
```bash
python3 "{skill_dir}/scripts/friction.py" scan
python3 "{skill_dir}/scripts/friction.py" scan --root /path/to/project
python3 "{skill_dir}/scripts/friction.py" survey-skills --root /path/to/project --output /path/to/audit/friction_survey_2026-04-11.md
```
## Rules
- Source of truth is `<root>/.tkt/friction/*.yaml`.
- Classification defaults to `other` for unknown types.
- Output is structured JSON and includes frequency summaries.
- `survey-skills` writes a markdown roadmap-planning report with one row per skill plus top-5 actions.
```skill-manifest
{
"schema_version": "2.0",
"id": "skill-system-friction",
"version": "1.1.0",
"capabilities": ["friction-scan", "friction-survey"],
"effects": ["fs.read", "fs.write", "proc.exec"],
"operations": {
"scan": {
"description": "Scan friction YAML files and return typed frequency analysis.",
"input": {
"root": {"type": "string", "required": false, "description": "Project root", "default": "."}
},
"output": {
"description": "Typed friction report",
"fields": {
"counts": "object",
"rows": "array",
"frequencies": "array",
"suggestions": "array"
}
},
"entrypoints": {
"unix": ["python3", "{skill_dir}/scripts/friction.py", "scan", "--root", "{root}"]
}
},
"survey-skills": {
"description": "Produce a per-skill friction survey for roadmap planning.",
"input": {
"root": {"type": "string", "required": false, "description": "Project root", "default": "."},
"output": {"type": "string", "required": true, "description": "Markdown report path"},
"focus_skills": {"type": "string", "required": false, "description": "Optional comma-separated focus skills"}
},
"output": {
"description": "Per-skill friction survey report",
"fields": {
"report": "string",
"rows": "array",
"top_actions": "array"
}
},
"entrypoints": {
"unix": ["python3", "{skill_dir}/scripts/friction.py", "survey-skills", "--root", "{root}", "--output", "{output}"]
}
}
},
"stdout_contract": {
"last_line_json": true
}
}
```
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