Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/Rheinmir/setupnpx agentmods add skills/rheinmir/setup/dym-impeccable-contributor-build-and-testWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/rheinmir/setup/dym-impeccable-contributor-build-and-test)<a href="https://agentmods.dev/skills/rheinmir/setup/dym-impeccable-contributor-build-and-test"><img src="https://agentmods.dev/badge/skills/rheinmir/setup/dym-impeccable-contributor-build-and-test/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/rheinmir/setup/dym-impeccable-contributor-build-and-test"><img src="https://agentmods.dev/badge/skills/rheinmir/setup/dym-impeccable-contributor-build-and-test.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00058 | $0.02686 |
| Opus 5.5 | $0.00023 | $0.01074 |
| Sonnet 5.5 | $0.00012 | $0.00537 |
| Haiku 4.5 | $0.00006 | $0.00269 |
Grade C, and why
dym-impeccable-contributor-build-and-test scanned grade C with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Recursive force deletehighDestructive command
rm -rf with a variable or a broad path is one typo away from removing the wrong tree.
| `bun run clean` / `rebuild` | `rm -rf dist build` / clean rồi build | How it starts
The opening of the file, as written. The whole thing — 213 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Skill: dym-impeccable-contributor-build-and-test — Đóng góp: build và test chính Impeccable
Vì sao dùng: bạn clone pbakaus/impeccable để sửa luật detector, sửa skill, hoặc thêm provider — và cần vòng lặp build/test đúng ngay từ lần đầu.
Sinh ra cái gì: dist/ (bundle theo từng provider), các thư mục provider đã regenerate trong repo (phải commit), và kết quả test.
Yêu cầu
| Thứ | Phiên bản | Ghi chú |
|---|---|---|
| Bun | 1.3.x (đã chạy trên 1.3.5) | Package manager + test runner chính |
| Node | ≥ 22.18.0 | CI chạy matrix 22.18.0 và 24 |
| Chrome | — | Chỉ cần cho suite detector: bunx puppeteer browsers install chrome |
| Playwright chromium | — | Chỉ cần cho các suite live-e2e* opt-in: npx playwright install chromium |
Vòng lặp cơ bản
git clone https://github.com/pbakaus/impeccable
cd impeccable
bun install # ~24s, 227 package
bun run build # ~7s
env -u OPENCODE_CONFIG_DIR bun run test:core # ~72s — xem cảnh báo bên dưới
bun run build kết thúc bằng một loạt self-check, dùng đúng chỗ này để biết build có lành không:
✓ Generated counts: 23 commands, 61 detection rules
✓ Plugin/skill versions agree: 4.1.3
✓ Plugin manifest shape matches the verified loader contract
✓ Prose validator: no AI tells in user-facing copy
✓ Skill prose validator: skill/ is clean
✓ ask_instruction call sites: 8 sentence-initial
✨ Build complete!
Các script build khác trong package.json:
| Lệnh | Làm gì |
|---|---|
bun run build:skills |
Chỉ build skill, bỏ qua sync vào root |
bun run build |
build:skills + copy dist sang build/_data/dist |
bun run build:release |
Như trên nhưng có sync vào root (dùng khi release) |
bun run build:browser |
Sinh lại cli/engine/detect-antipatterns-browser.js |
bun run build:extension |
Đóng gói extension — xem 07 |
bun run clean / rebuild |
rm -rf dist build / clean rồi build |
⚠️ Cổng dễ trượt nhất: generated output phải được commit
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- yesterday First seen · 213 lines · 58 tokens per session scan C 01e24ee9c441
dym-impeccable-contributor-build-and-test is a skill published in the GitHub repository Rheinmir/setup (11 stars, last pushed 20d ago), licensed MIT. It adds 58 tokens to every session and 2,686 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it C with 1 finding (recursive force delete). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-11-07.
dym-impeccable-contributor-build-and-test compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| dym-impeccable-contributor-build-and-testRheinmir/setup | Skill | 11 | 20d ago | MIT | C | 58 | Claude Code |
| imagegenopenai/codex | Skill | 134k | today | Apache-2.0 | A | 113 | Codex |
| local-ai-agentsmicrosoft/ai-agents-for-beginners | Skill | 79k | yesterday | MIT | A | 200 | Claude Code, Codex |
| playwright-climicrosoft/playwright | Skill | 100k | yesterday | Apache-2.0 | A | 19 | Claude Code |
| browser-automationopenclaw/openclaw | Skill | 394k | today | MIT | A | 36 | Claude Code |
| systematic-debuggingobra/superpowers | Skill | 314k | 4d ago | MIT | A | 21 | Claude Code |
| next-cache-components-adoptionvercel/next.js | Skill | 143k | today | MIT | A | 95 | Claude Code |