Atlas / Skills / nwave-ai / Nw Optimize Tests

Nw Optimize TestsSAFE

skills/nwave-ai/nw-optimize-tests

AI agents that guide you from idea to working code, with you in control at every step.

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
—
Hosts
—
License
MIT
Stars
617
01

Overview

AI agents that guide you from idea to working code, with you in control at every step.

Read from source at commit 1a864ec81cdeOBSERVED · 2026-10-14
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02

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: nw-optimize-tests
description: "Minimizes test count while preserving coverage. Detects byte-identical pairs, parametrize-inflation, language-guarantee tests, AST-shape tests, stale migration nets. Approval gate before any change."
user-invocable: true
argument-hint: '[scope] - Optional: a path (e.g. tests/des/unit/), a feature-id (auto-resolves to tests/<id>/), or omit for full unit suite. --reviewer to chain reviewer agent.'
---

# NW-OPTIMIZE-TESTS: Test Suite Optimization

**Wave**: CROSS_WAVE
**Agent**: Trim (nw-test-optimizer)
**Reviewer**: Trim Review (nw-test-optimizer-reviewer)

## Overview

Dispatches Trim to inventory a test scope, detect duplication and anti-patterns, propose a consolidation plan, and apply it after explicit approval. Coverage is preserved; production code is never modified. Use after a feature lands, when a suite feels slow or noisy, on weekly audit, or whenever overtesting is suspected.

## Context Files Required

- The scope path (passed as argument or auto-detected)
- `~/.claude/skills/nw-test-optimization/SKILL.md` — methodology (loaded by agent)

## Timing Baseline

Trim compares against the wall-clock figures recorded in the execution-log.json.

## Agent Invocation

@nw-test-optimizer

Execute test optimization for `{scope}`.

**Configuration:**
- scope: <path | feature-id | empty for full unit suite>
- approval_required: true  # always; gate is non-negotiable
- mutation_validation: false  # set true for critical scopes (financial, safety, infra)
- reviewer_chain: false  # set true to dispatch nw-test-optimizer-reviewer after apply

## Approval Gate

Trim presents the plan as a markdown table after Phase 3 (PLAN). The orchestrator (or invoking user) responds with one of:

1. **APPROVE** — full plan, all rows
2. **APPROVE WITH EXCLUSIONS** — list row IDs to skip
3. **REJECT** — abort, return findings as deferred report
4. **REPLAN** — provide new scope or constraint

No changes are applied without one of these responses. Trim never assumes approval.

## Reviewer Chain (optional)

If `reviewer_chain: true`:

@nw-test-optimizer-reviewer

Validate the optimization output for `{scope}`.

Reviewer hard-blocks on: production drift, coverage drop without justification, unmapped removal, missing approval gate evidence.

## Success Criteria

- [ ] Baseline numbers recorded (passed count, coverage %)
- [ ] Plan presented before any change
- [ ] Explicit approval received
- [ ] Production files in diff: 0
- [ ] Coverage % preserved (or drop documented per skill 5.3)
- [ ] Atomic commits per consolidation pattern
- [ ] Final report with deltas and SHAs

## Examples

### Example 1: Full unit suite audit
```
/nw-optimize-tests
```
Trim inventories the unit suite, runs md5sum cross-check, scans for anti-patterns, produces a leverage-sorted plan covering byte-identical pairs and parametrize-inflated files.

### Example 2: Scoped to a feature
```
/nw-optimize-tests lean-wave-documentation
```
Trim resolves to `tests/<feature-id>/` paths from the execution-log.json if available, otherwise scopes to test files referencing the feature-id.

### Example 3: Single fat file
```
/nw-optimize-tests tests/build/unit/test_skill_restructuring.py
```
Trim probes the single file (315 collected tests), checks migration-collapse lifecycle (skill 3.5), proposes collapse to ~3 tests.

### Example 4: With reviewer
```
/nw-optimize-tests tests/des/unit/ --reviewer
```
Trim runs the workflow, then dispatches Trim Review for adversarial validation. Reviewer issues YAML verdict.

## Out of Scope

- Authoring new tests (crafter scope, DELIVER wave)
- Production code refactoring (`/nw-refactor`, crafter scope)
- Test infrastructure changes (platform-architect, troubleshooter)

## Expected Outputs

```
git log --oneline {base}..HEAD                  (atomic commits per pattern)
<scope>                                          (test files modified or deleted)
report (returned inline by agent)                (baseline, after, deltas, SHAs)
```
03

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (0)

No findings outside the package's declared scope.

Gates applied: no_behavioural_pass.

Audited 2026-10-14 · audit v0.4.1 · source sha 1a864ec81cdefull audit observations/trust-audit/skill/nwave-ai__nw-optimize-tests.json · Report an issue / request a re-scan
04

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-141a864ec81cdeSAFEB89first audit
05

Questions

What does the Nw Optimize Tests skill do?

AI agents that guide you from idea to working code, with you in control at every step.

Is Nw Optimize Tests safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can Nw Optimize Tests access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

How current is this page?

The grade is for one exact copy of the source (1a864ec81cde), read on 2026-10-14. The repository is watched, and a new audit runs when it changes — this is the first audit.

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