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pbakaus_impeccable/tests/skill-behavior/README.md
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c11cc7b58c Route native projects to native command variants (audit, adapt) (#357)
* Route native projects to native command variants for audit and adapt

Follow-up to #269. The web audit.md and adapt.md carried "translate this
yourself" Platform notes, so a native invocation paid for the full web
file (~1.8k / ~2.6k tokens, mostly inapplicable) and did error-prone
run-time translation. Authored with AI assistance (Claude Code) under
maintainer direction.

- New reference/audit.native.md and reference/adapt.native.md: authored
  native content (VoiceOver/TalkBack, platform conformance, adaptivity
  dimensions; phone-to-tablet, platform-to-platform, web-to-native
  strategies). One variant per command covers ios, android, and
  adaptive; per-OS specifics stay in the platform refs Setup loads
  regardless.
- SKILL.src.md: Commands table lists the variants; Setup step 2 reads
  the variant instead of the web file when the platform is native.
- audit.md / adapt.md: Platform sections replaced with a one-line
  web-only guard pointing at the variant.
- animate.md / layout.md: Platform sections deleted; the Motion and
  Layout sections of the already-loaded platform refs carry that
  content. Web users now pay zero tokens for the platform axis in
  these files.
- Skill-behavior scenario 15 pins the route-instead behavior (passes
  live on claude-sonnet-4-6); CLAUDE.md documents the variant
  convention.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* Phrase command-reference routing as one rule, not rule-plus-exception

Copilot review catch: step 2 said "MUST read reference/<command>.md"
and then carved out the native variant, which invites loading both
files. Now a single rule: read the web reference or the table's native
variant, one file, not both. Scenario 15 re-verified live. Applied with
AI assistance (Claude Code) under maintainer direction.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* Anchor native runs in animate/layout, drop loaded-refs assumption

Review-thread fixes, applied with AI assistance (Claude Code) under
maintainer direction:

- Greptile: deleting the animate/layout Platform sections left native
  runs alone with web tooling instructions (CSS keyframes, GSAP, Grid,
  clamp()). Restore a one-line anchor in each pointing at the loaded
  platform reference's Motion / Layout section (~20 tokens, not the old
  restatements).
- Bugbot: audit.native.md and adapt.native.md asserted the platform
  refs were "already loaded in Setup", but the command reference loads
  at step 2, before step 5. Now they instruct: read the platform
  reference first if Setup hasn't already.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* Carry the native-variant rule into routing rules 2 and 3

Bugbot catch: Setup step 2 routed native projects to the variant, but
routing rules 2 and 3 (the operative text at command time) still said
to load the generic reference file. Both now reference the same
one-file variant rule. Applied with AI assistance (Claude Code) under
maintainer direction.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* Point animate/layout native anchors at the files, not "loaded" refs

Bugbot catch, same class as the variant wording fix: the anchor lines
said "the loaded platform reference" but command files load at step 2,
before the platform refs at step 5. Both anchors now name the files and
instruct reading them first if Setup hasn't already. Applied with AI
assistance (Claude Code) under maintainer direction.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

---------

Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-07-09 07:30:49 -07:00

6.5 KiB

Skill-behavior tests

LLM-backed scenarios that verify how the impeccable skill drives PRODUCT.md / DESIGN.md loading. Each scenario runs against the cheapest tier of each major provider (Anthropic, OpenAI, Google) so a full sweep costs a few cents and finishes in ~2 minutes.

These are the tests you re-run when you refactor anything in SKILL.md's ## Setup section. They fail when the agent stops following the loading contract.

Run

bun run test:skill-behavior
IMPECCABLE_SKILL_BEHAVIOR_VERBOSE=1 bun run test:skill-behavior   # dump per-scenario traces
IMPECCABLE_SKILL_BEHAVIOR_MODELS=claude-sonnet-4-6 bun run test:skill-behavior   # scope to one model

Requires .env at repo root with at least one of ANTHROPIC_API_KEY, OPENAI_API_KEY, GOOGLE_CLOUD_API_KEY. Providers without a key are skipped, not failed.

How it works

Each scenario:

  1. prepareWorkspace() mints a temp dir, symlinks the canonical skill into <workspace>/.claude/skills/impeccable, and optionally writes PRODUCT.md / DESIGN.md fixtures.
  2. runTurn() inlines SKILL.md (placeholders neutralized) as the system prompt and runs Vercel AI SDK generateText with four workspace-scoped tools: bash, read, write, list.
  3. The tools record every call into a trace that the test asserts on.
  4. For scenario 4, a second runTurn reuses turn 1's responseMessages so the model sees a real multi-turn conversation.

The trace is the source of truth, not the model's free-form reply.

Scenarios

# Setup Assertion
1 empty workspace runs context.mjs (which prints a NO_PRODUCT_MD directive); agent then loads reference/init.md via Read or cat; does not start writing HTML/CSS
2 PRODUCT.md only (with ## Register: brand) runs context.mjs 1-3 times; loads reference/brand.md
3 PRODUCT.md + DESIGN.md (brand register) runs context.mjs 1-3 times; loads reference/brand.md; consults the design system (DESIGN.md bundled in output, but CSS / tokens / directory listing also count)
4 PRODUCT.md + DESIGN.md, context already loaded in turn 1 turn 2 does not re-run context.mjs; reference/brand.md is loaded across turns 1+2
5 PRODUCT.md WITHOUT a ## Register field; task cue says "landing page" runs context.mjs (which emits a generic register directive); agent loads reference/brand.md via task-cue cascade
6 PRODUCT.md + DESIGN.md + a minimal index.html; prompt is /impeccable polish loads reference/polish.md
7 same fixture; prompt is /impeccable audit loads reference/audit.md
8 PRODUCT.md + DESIGN.md + a SvelteKit scaffold (src/app.css, components, +page.svelte); prompt is /impeccable polish src/routes/+page.svelte reads at least one project code file (CSS / component / page) — not just the skill's reference files
9 PRODUCT.md + index.html + a seeded update cache with a newer version (skillVersion copy-mode so context.mjs has a SKILL.md to version-check against); prompt is /impeccable polish index.html context.mjs runs and its output carries the UPDATE_AVAILABLE directive (proven via captured bash output); the agent does not auto-run npx impeccable update (it must ask first)
10 no PRODUCT.md + a minimal index.html; prompt is /impeccable polish index.html runs context.mjs, loads reference/polish.md, and does not divert into reference/init.md
11 empty workspace; prompt is /impeccable shape ... runs context.mjs, diverts into reference/init.md, and does not start writing HTML/CSS
12 empty workspace; prompt is natural-language build intent with no command word runs context.mjs, diverts into reference/init.md, and does not start writing HTML/CSS
13 empty workspace; prompt is /impeccable teach runs context.mjs and diverts into reference/init.md because teach aliases init
14 PRODUCT.md with ## Register: product + ## Platform: ios (native iOS app); prompt is /impeccable craft a tide detail screen context.mjs runs and emits a NEXT STEP pointing at reference/ios.md (proven via captured bash output); agent loads reference/ios.md (Setup step 5, native conventions on top of the register reference)
15 same iOS fixture; prompt is /impeccable audit agent loads reference/audit.native.md (the Commands-table native variant, routed instead of audit.md)

Scenario 9 passed on all three current-lineup providers (claude-sonnet-4-6, gpt-5.5, gemini-3.1-flash-lite) on 2026-05-28.

Baseline state (2026-05-20, previous cheap tier)

Lineup changed. The default models are now claude-sonnet-4-6, gpt-5.5, and gemini-3.1-flash-lite (production-tier on Anthropic and OpenAI). The table below was measured on the old cheap tier (claude-haiku-4-5 / gpt-5.4-mini) and is kept as the historical record. Re-measure on the current lineup and update this section; the stronger models are expected to clear the scenario 6/7 routing failures that the old gpt tier showed.

Captured after moving sub-command reference loading from step 4 to step 2 of Setup (so the agent loads reference/<command>.md right after context.mjs, before "doing the work" preempts it), and tightening step 3 to require at least one project code read even when a sub-command reference loads first. Use this table when comparing pre/post refactor: a regression is "more failures than baseline", not "any failures at all".

Scenario claude-haiku-4-5 gpt-5.4-mini gemini-3.1-flash-lite
1 (no context) pass (rare flake — agent stops after context.mjs without loading init.md) pass pass
2 (product only) pass pass pass
3 (product + design) pass pass pass (rare flake — sub-command ref loads but register ref doesn't)
4 (already loaded) pass pass pass
5 (no register field, task-cue cascade) pass pass pass
6 (polish routing) pass fail pass
7 (audit routing) pass fail pass
8 (existing project, explore design system) pass pass pass

21-22 / 24 typical. The stable failures are gpt-5.4-mini scenarios 6 and 7: the model reads index.html (the target file), recognizes "polish" or "audit" as a familiar action, and proceeds with the work without ever loading the sub-command reference. Stronger SKILL.md wording (MUST, "non-optional", reordered earlier) didn't move it; this looks like a model-floor behavior rather than a skill ambiguity. Claude and Gemini honor the load.