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Poka-Yoke
Shigeo Shingo's mistake-proofing method as 11 skills, a hazard scanner, and installable pre-commit/CI/hook devices, benchmarked across model families.
v0.2.0 released 2026-08-25; last push 2026-10-14. (checked 2026-10-25)
In Skills and plugin packs for coding agents
Where it stands apart
- What is most of it, whatever it's packaged as? a mix where subagents, commands, or hooks matter as much as skills (11% of 19 others)
- Does it publish evidence that it makes agents better? yes, evals or benchmarks with numbers (11% of 19 others)
What it shares with most of the community
- Is it actively maintained? active (74% of 19 others)
- How is the main thing licensed? permissive open source (MIT/Apache/BSD) (84% of 19 others)
- How is it mainly sustained? individual side project, no revenue (56% of 18 others)
- Can it run entirely on your own device or infrastructure, without the maker's servers? yes (95% of 19 others)
- Do you need an account to use it? no account (95% of 19 others)
- Who is it for? developers (79% of 19 others)
- Which shared standard or format does it mainly build on? Agent Skills (SKILL.md) (74% of 19 others)
- How big is it? a large bundle (more than 10) (58% of 19 others)
- Does it need an outside service beyond the agent and its model? no (74% of 19 others)
- Does it send usage data to its maker? none documented (84% of 19 others)
Nearest neighbors
- agent-skills (implement-spec) 88% of 17 shared answers match
- frontend-design-pro 82% of 17 shared answers match
- Whetstone 71% of 17 shared answers match
Every answer
| Question | Answer | Source |
|---|---|---|
| Is it actively maintained? | active | source 2026-10-26 |
| How is the main thing licensed? | permissive open source (MIT/Apache/BSD) | source 2026-10-26 |
| How is it mainly sustained? | individual side project, no revenue | source 2026-10-26 |
| Can it run entirely on your own device or infrastructure, without the maker's servers? | yes | source 2026-10-26 |
| Do you need an account to use it? | no account | source 2026-10-26 |
| Who is it for? | developers | source 2026-10-26 |
| Which shared standard or format does it mainly build on? | Agent Skills (SKILL.md) 11 SKILL.md skills plus per-agent files and hook devices. | source 2026-10-26 |
| Which coding agents does it give install steps for? | 6 or more named agents, or any agent via a cross-agent installer (npx skills) Claude Code, Codex, Antigravity benchmarked; 19 runtimes claimed. | source 2026-10-26 |
| What is most of it, whatever it's packaged as? | stands apart a mix where subagents, commands, or hooks matter as much as skills | source 2026-10-26 |
| How is it mainly installed? | a plugin marketplace command | source 2026-10-26 |
| How big is it? | a large bundle (more than 10) | source 2026-10-26 |
| What work is it for? | general coding workflow and discipline | source 2026-10-26 |
| Does it need an outside service beyond the agent and its model? | no | source 2026-10-26 |
| How does it get the agent to follow it? | instructions plus scripts or checks the agent is told to run Skills plus a hazard scanner script the skills tell the agent to run; its own hook only injects instructions. | source 2026-10-26 |
| Where does its know-how mainly come from? | published works, guidelines, or methods | source 2026-10-26 |
| Does it publish evidence that it makes agents better? | stands apart yes, evals or benchmarks with numbers 591 blind-graded runs; e.g. +8.6 pp for Sonnet 5, +3.6 pp for Opus 5 over no skill, with stated caveats. | source 2026-10-26 |
| Does it send usage data to its maker? | none documented | source 2026-10-26 |
Sources
This page was derived from:
- GitHub · github.com/rainmanjam/poka-yoke · read 2026-10-25
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