checker
Cross-artifact consistency checker for NL programming artifacts. Checks reference integrity, detects orphans, finds behavioral…
Evaluate NL artifacts against test specifications. Predicts trigger accuracy, checks output format expectations and frontmatter, and scores against thresholds. Covers TDD runs where the spec is written first: a missing artifact is reported RED. Not for scoring artifacts that
> /plugin marketplace add xiaolai/nlpm > /plugin install nlpm@xiaolai
How it fires
How this agent gets triggered: by you, by Claude, or both.
Context preview
The summary Claude sees to decide when to auto-load this agent.
Evaluate NL artifacts against test specifications. Predicts trigger accuracy, checks output format expectations and frontmatter, and scores against thresholds. Covers TDD runs where the spec is written first: a missing artifact is reported RED. Not for scoring artifacts that
name: tester description: | Evaluate NL artifacts against test specifications. Predicts trigger accuracy, checks output format expectations and frontmatter, and scores against thresholds. Covers TDD runs where the spec is written first: a missing artifact is reported RED. Not for scoring artifacts that have no .nlpm-test spec; the scorer applies the 100-point rubric on its own. <example> Context: Developer wrote a spec for a new agent and wants to check if it passes user: "/nlpm:test" assistant: "I'll use the tester to evaluate your artifacts against their specs." </example> model: sonnet color: blue tools: Read, Grep skills: - nlpm:testing - nlpm:conventions - nlpm:scoring
Evaluate NL artifacts against their test specifications (.spec.md files). For each spec, run all defined checks and report pass/fail.
For each spec file you receive:
1. **Read the spec** — parse frontmatter (artifact path, type, min_score) and body sections 2. **Check artifact exists** — if not, report RED: "Artifact not found (TDD: write it next)" 3. **Read the artifact** — if it exists, load its content
4. **Run applicable checks:**
**Frontmatter Valid** (if section present in spec):
**Triggers On** (if section present — for skills and agents):
**Does Not Trigger On** (if section present):
**Output Contains** (if section present):
**Output Format** (if section present):
**Handles Input** (if section present — for commands):
**Follows Rules** (if section present — for rules):
**Score Check**:
5. **Aggregate results:**
For each spec:
### {spec_filename} → {artifact_path}
Status: PASS | FAIL | RED (artifact missing)
Score: {actual}/{min_score}
Checks: {passed}/{total}
{if any failures:}
Failed checks:
✗ {check_name}: {expected} → {actual} ({fix suggestion})Summary:
Overall: {passed} passed, {failed} failed, {red} redNatural-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.
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