conventions-antigravit…
Antigravity and Gemini CLI artifact schemas: .gemini/ paths, extensions, hooks.
NL artifact test specs for /nlpm:test: spec format, TDD for skills and agents.
$ npx -y skills add xiaolai/nlpm --skill testing --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/testingContext preview
The summary Claude sees to decide when to auto-load this skill.
NL artifact test specs for /nlpm:test: spec format, TDD for skills and agents.
name: testing description: "NL artifact test specs for /nlpm:test: spec format, TDD for skills and agents." version: 0.1.0 user-invocable: false
1. Write spec (.nlpm-test/artifact-name.spec.md) — define expectations 2. /nlpm:test — RED: spec fails (artifact doesn't exist) 3. Write the artifact — create the NL artifact 4. /nlpm:test — check if it passes 5. /nlpm:score — check quality score 6. Iterate until GREEN: all specs pass + score ≥ threshold
Location: `.nlpm-test/` directory in the project root (or alongside the artifact).
Filename convention: `<artifact-name>.spec.md` — matches the artifact filename without path.
--- artifact: agents/my-agent.md # path to the artifact being tested type: agent # agent | skill | command | rule | hook | prompt min_score: 85 # minimum /nlpm:score threshold for this artifact ---
Body sections (all optional — include what matters for this artifact):
## Triggers On Queries that SHOULD trigger this artifact: - "review my database migrations before deploying" - "check if these schema changes are safe" - "audit the migration for breaking changes"
## Does Not Trigger On Queries that should NOT trigger this artifact: - "write a migration for adding a users table" - "help me with CSS styling" - "deploy to production"
## Output Contains Expected elements in the output: - "## Migration Review" (heading present) - "| Table | Change | Risk |" (table structure) - severity classification (CRITICAL/HIGH/MEDIUM/LOW)
## Output Format The output should be a markdown report with: 1. Summary section with counts 2. Findings table with columns: File, Finding, Severity 3. Action items list
## Handles Input
| Input | Expected Behavior |
|-------|------------------|
| (empty) | Score all artifacts in cwd |
| directory path | Score artifacts in that directory |
| nonexistent path | Error: "Directory not found: {path}" |
| file path | Score that single file |## Follows Rules Code that SHOULD comply: ```python result: Result[User, AppError] = get_user(id)
Code that SHOULD violate:
user = get_user(id).unwrap() # should be flagged
### frontmatter_valid (all types)
```markdown
## Frontmatter Valid
Required fields:
- description: present and trigger-style ("Use when...")
- model: sonnet
- tools: [Read, Glob, Grep]
- skills: [nlpm:conventions, nlpm:scoring]NLPM Test Report Spec Artifact Result Details ───────────────────────────────────────────────────────────────────────────────── my-agent.spec.md agents/my-agent.md PASS 5/5 checks my-skill.spec.md skills/core/SKILL.md FAIL 3/5 checks ✗ Trigger: "optimize React hooks" → predicted NO trigger (expected YES) ✗ Score: 68/100 (min: 85) Overall: 1 passed, 1 failed (50%) RED items (fix these): 1. skills/core/SKILL.md — trigger gap: "optimize React hooks" not covered by description 2. skills/core/SKILL.md — score 68 < min 85: missing <example> blocks (R06, -10)
The tester discovers specs by: 1. Looking in `.nlpm-test/` directory 2. Matching spec filename to artifact filename: `my-agent.spec.md` → `agents/my-agent.md` (uses the `artifact:` frontmatter field) 3. If `artifact` path doesn't exist → spec is RED by default (artifact not yet created — this is the TDD "write test first" state)
1. **RED — write the spec first.** Create `.nlpm-test/my-agent.spec.md` with `artifact: agents/my-agent.md` and a `triggers_on:` block listing 5 user queries the agent should match. The artifact does not exist yet — `/nlpm:test` reports RED with one failure: `artifact not found`.
2. **GREEN — write the artifact.** Create `agents/my-agent.md` with frontmatter (name, description, model, tools) and a body. The description must be specific enough that the listed trigger queries land on it. Re-run `/nlpm:test`: the agent now exists, the tester predicts triggers, and the spec passes.
3. **REFACTOR — change the body, re-run the spec.** Edit the artifact's behavior. The same spec runs unchanged; if a refactor breaks a trigger query or violates a `handles_input` case, the test goes RED. Fix forward, re-run.
This is the natural-language analogue of `pytest` or `jest` — specs are the contract; artifacts are the implementation.
This skill covers the spec format and runner contract for NL-TDD. For the scoring rubric the tester compares against, see `nlpm:scoring`. For the schemas of artifact frontmatter the spec checks, see `nlpm:conventions`.
Natural-Language Programming Manager — score, check, fix, and test NL artifacts across Claude Code, Codex CLI, and Antigravity. Tier-aware scoring with per-tool overlays. Part of the xiaolai plugin marketplace.
Antigravity and Gemini CLI artifact schemas: .gemini/ paths, extensions, hooks.
Claude Code artifact schemas: plugin.json, frontmatter, hooks, settings, tools.
Codex CLI artifact schemas: config.toml, .codex-plugin, skills, hooks, AGENTS.md.
Universal NL conventions: SKILL.md open spec, AGENTS.md, vague quantifiers, naming.
Multi-agent workflow patterns: parallel dispatch, pipelines, QC gates, retries.
NL artifact anti-patterns: vague quantifiers, bare prohibitions, oversized skills.