mcpbeat

Nw Optimize Tests

nwave-ai/nw-optimize-tests

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.

1k tokens
context cost
the whole folder, loaded on every use
1
files
instructions only
0
copies elsewhere
how many repositories repackaged it
588
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository
npx skills add https://github.com/nWave-ai/nWave --skill nw-optimize-tests

The instruction itself

15 sections, as written by the author

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:

  • APPROVE — full plan, all rows
  • APPROVE WITH EXCLUSIONS — list row IDs to skip
  • REJECT — abort, return findings as deferred report
  • 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)

How to use it

Copy the folder

Take nwave-ai/nw-optimize-tests from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.