From personal-harness
Harness Maturity Assessor — Diagnoses a project's AI-DLC maturity level (L0-L4) and provides gap analysis and action items for the next level. Triggers on 'harness assess', 'maturity assessment', 'maturity'.
How this skill is triggered — by the user, by Claude, or both
Slash command
/personal-harness:harness-assessThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Scans the project and diagnoses its current position (L0-L4) against the AI-DLC maturity model.
Scans the project and diagnoses its current position (L0-L4) against the AI-DLC maturity model.
| Level | Name | Supervision Paradigm | Key Characteristics |
|---|---|---|---|
| L0 | Ad-hoc | Step-by-step approval | No harness, agent = code generator |
| L1 | Basic Harness | + Deterministic gates | AGENTS.md + basic linter/tests |
| L2 | Automated Feedback | Monitor-and-intervene | Self-review loops, hooks |
| L3 | Multi-Agent | Risk-Autonomy matrix | Role separation, automated entropy management |
| L4 | Self-Evolving | Exception-based intervention | Harness itself improved by agents |
## Harness Maturity Assessment Results
### Current Level: L1 (Basic Harness)
### Fulfillment Rate by Level
| Level | Met | Unmet | Rate |
|-------|------|--------|--------|
| L1 | 4/5 | 1 | 80% ✅ |
| L2 | 2/5 | 3 | 40% |
| L3 | 0/5 | 5 | 0% |
| L4 | 0/4 | 4 | 0% |
### Gap Analysis for L2
Unmet items:
1. ❌ No hooks configuration
→ Action: Add PostToolUse hook to .claude/settings.json
2. ❌ No CI/CD pipeline
→ Action: Create .github/workflows/ci.yml
3. ❌ No observability tooling
→ Action: Integrate LangFuse or configure logging
### Recommended Next Steps
1. [Lowest effort] Create hooks.json → activate L1 immediate verification
2. [Highest impact] Add CI pipeline → secure automated verification
3. ...
The diagnostic results also include:
Guides creation, editing, and verification of skills for AI coding agents using test-driven development with subagent scenarios. Use when authoring or debugging skills.
npx claudepluginhub geun-oh/personal-harness --plugin personal-harness