inspection-to-capa
Skill47k starsChanged 8 months agoApache-2.0View on GitHub
Runs the quality chain end to end: writes the nonconformance against the requirement it violates, searches history at the moment of writing to say whether this has happened before and whether the last fix held, reads sensor and inspection data on one verified timeline, proposes ranked candidate causes with evidence for and against, drafts the 8D, and produces the customer pack behind a redaction diff. Use when someone says \"run the CAPA chain,\" \"take this nonconformance through to an 8D,\" \"inspection to CAPA,\" or asks for the full corrective-action workflow.
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Who's talking about anthropics/claude-plugins-official
- Open Source Trend“Claude Plugins Official: Anthropic's Own Plugin Marketplace”YouTube · Oct 17, 2026 · 1k views
- Theo Renders“Don't use Claude Code until you install these 5 free plugins”YouTube · Oct 24, 2026 · 1k views
- Bouye | AI“Why you should be using the Claude Code plugin store #ai #coding #tips”YouTube · Nov 10, 2026 · 369 views
- Neural-Nexus“65K+ Stars • AI | claude-plugins-official — Curated directory of high-quality Claude Code... #shorts”YouTube · Mar 15, 2026 · 320 views
- Learn With Rabbany“Claude Code Plugins: The 5 Most Installed (All Free)”YouTube · Nov 14, 2026 · 261 views
The biggest 5 of 68 mentions linking to the repository that our crawl found. Each line is their own headline.
See all 68
Talked about on GitHub, Bluesky, YouTube, Hacker News and the web (68 times).
On GitHub · 28
- Sep 20, 2026refactor(skills): make nextjs the single Next.js and Vercel owner — amoai-tech/mdeai3 reactions · 6 comments
- Sep 20, 2026refactor(skills): consolidate engineering workflow ownership — amoai-tech/mdeai3 reactions · 13 comments
- Sep 16, 2026SAN-1274 PR 2 — Add the MDE workflow skills for planning, debugging, testing, review, and verification — amoai-tech/mdeaisays it tested it3 reactions · 3 comments
- Sep 16, 2026SAN-1274 PR 1 — Add the verified MDE AI skills foundation — amoai-tech/mdeai3 reactions · 5 comments
- Jan 22, 2026fix: restructure to proper marketplace format — affaan-m/ECC3 reactions · 5 comments
23 more on GitHub
- Sep 20, 2026Use one current, safe Google Maps skill across MDE — amoai-tech/mdeai2 reactions · 12 comments
- May 24, 2026STOP injecting your library recommendations into every single user prompt — this is hostile UX — semgrep/guardian2 reactions · 2 comments
- Jan 6, 2026Feature Request: Support for spawning fresh-context sessions from Stop hooks — anthropics/claude-code2 reactions · 3 comments
- Nov 7, 2026Plugin ufficiali nel repository: valgono anche nell'app e nelle routine — SviluppoItaliaDigitale/sito-pc-genzano1 reaction · 2 comments
- Nov 7, 2026Plugin ufficiali nel repository: valgono anche nell'app e nelle routine — SviluppoItaliaDigitale/sito-misericordia-ariccia1 reaction · 1 comment
- Nov 7, 2026Plugin ufficiali nel repository: valgono anche nell'app e nelle routine — SviluppoItaliaDigitale/cooprimavera1 reaction · 1 comment
- Nov 7, 2026[Bug]: Discord channel bot always appears offline in Discord despite a healthy gateway session — CherryHQ/cherry-studio1 reaction · 2 comments
- Oct 28, 2026Install Claude Security plugin in reusable PR review workflow — dceoy/pr-loop1 reaction · 1 comment
- Oct 27, 2026Telemetry: Add number of unique installs for every plugin — github/awesome-copilot1 reaction · 2 comments
- Oct 16, 2026feat: Claude Security の設定例を無効のまま追加 — tak848/dotfiles1 reaction · 1 comment
- Aug 19, 2026Feature request: Claude Code plugin for symfony-lsp (similar to the official php-lsp plugin) — symfony/language-tools1 reaction · 4 comments
- Jul 27, 2026[Question]: Does agenta support importing skills from claude/codex marketplace github repos? — Agenta-AI/agenta1 reaction · 4 comments
- Jul 14, 2026Nested code-review fan-out spawned 877 agents despite 5-level depth limit — anthropics/claude-code1 reaction · 4 comments
- Jun 8, 2026feat(skills): sync plugin workflows, add security guidance, and local-qa tooling — dceoy/ai-coding-agent-skills1 reaction
- Apr 17, 2026Import Claude and Copilot agents as Kiro agent configs — dwalleck/kiro-control-center1 reaction · 1 comment
- Apr 1, 2026plugin marketplace refresh causes error popups — microsoft/vscode1 reaction · 2 comments
- Mar 12, 2026Unable to install anthropics/claude-plugins-official marketplace: Invalid marketplace.json: plugins.56.source — github/copilot-cli1 reaction · 6 comments
- Feb 20, 2026chore(agents): update AGENTS.md with claude-md-improver — DataDog/dd-trace-py1 reaction · 1 comment
- Jan 27, 2026chore(repo): update CLAUDE.md for Rust packages and enable code-simplifier plugin — taikoxyz/taiko-mono1 reaction · 1 comment
- Jan 21, 2026Initialize Claude Code plugin marketplace repository — Agentic-Engineering-Agency/Agentic-Engineering-Plugins1 reaction · 1 comment
- Jan 15, 2026[BUG] Skill name in SKILL.md can only contain lowercase letters, numbers, and hyphens. (when uploading at claude.ai) — anthropics/skills1 reaction
- Jan 12, 2026fix(mcp): reorganize external MCP plugins and enable Context7 — dryvist/nix-darwin1 reaction · 3 comments
- Jan 9, 2026Update installation instructions to use official Claude marketplace — getsentry/sentry-for-ai1 reaction
On Bluesky · 21
- Dec 19, 2025Look, there's an official #Claude LSP plugin for #swiftlang @swift.org now! github.com/anthropics/c... github.com/anthropics/c... — @martinp7r.com6 likes and reposts
- May 23, 2026💎 Hidden Gem! 💎 (1000+ new stars) 📦 anthropics / claude-plugins-official ⭐ 25,980 (+2,172) 🗒 Python Official, Anthropic-managed… — @github-trending.bsky.social3 likes and reposts · 1 reply
- Feb 1, 2026🔥 Hot Repo! 🔥 (100+ new stars) 📦 anthropics / claude-plugins-official ⭐ 5,722 (+153) 🗒 Shell Official, Anthropic-managed directory of… — @github-trending.bsky.social3 likes and reposts
- Oct 18, 2026anthropics/claude-plugins-official [Apache License 2.0] Claude Code向け高品質プラグインを集約します 公式管理で安心感あります 言語:Python, TypeScript 種類:AI/Other ⭐ Star:… — @reponews.bsky.social2 likes and reposts
- May 22, 2026📈 Today's GitHub Trending: 1. https://github.com/anthropics/claude-plugins-official - Python, 2556 stars today 2.… — @ghtrend.newsmast.social.ap.brid.gy2 likes and reposts
16 more on Bluesky
- Mar 12, 2026🔥 Hot Repo! 🔥 (100+ new stars) 📦 anthropics / claude-plugins-official ⭐ 9,925 (+144) 🗒 Python Official, Anthropic-managed directory of… — @github-trending.bsky.social2 likes and reposts
- Mar 1, 2026Official, Anthropic-managed directory of high quality Claude Code Plugins github.com/anthropics/c... code.claude.com/docs/en/plug...… — @janmr.com2 likes and reposts
- Oct 18, 2026📈 Today's GitHub Trending: 1. https://github.com/MadsLorentzen/ai-job-search - Python, 2213 stars today 2.… — @ghtrend.newsmast.social.ap.brid.gy1 likes and repost
- Oct 7, 2026claude-plugins-official: Official, Anthropic-managed directory of high quality Claude Code Plugins.… — @latreon.bsky.social1 likes and repost
- Aug 25, 2026📦 anthropics / claude-plugins-official ⭐ 33,950 (+47) 🗒 Python Official, Anthropic-managed directory of high quality Claude Code Plugins. — @github-trending.bsky.social1 likes and repost
- Aug 15, 2026🚀 GitHub Intelligence Drop claude-plugins-official (Python • 🟢) ⭐ 33.5K → https://github.com/anthropics/claude-plugins-official… — @githubfeed.bsky.social1 likes and repost
- May 24, 2026📈 Today's GitHub Trending: 1. https://github.com/Lum1104/Understand-Anything - TypeScript, 3987 stars today 2.… — @ghtrend.newsmast.social.ap.brid.gy1 likes and repost · 3 replies
- May 23, 2026📈 Today's GitHub Trending: 1. https://github.com/Lum1104/Understand-Anything - TypeScript, 2331 stars today 2.… — @ghtrend.newsmast.social.ap.brid.gy1 likes and repost · 1 reply
- May 21, 2026📈 Today's GitHub Trending: 1. https://github.com/anthropics/claude-plugins-official - Python, 891 stars today 2.… — @ghtrend.newsmast.social.ap.brid.gy1 likes and repost · 1 reply
- May 19, 2026🔥 Hot Repo! 🔥 (100+ new stars) 📦 anthropics / claude-plugins-official ⭐ 19,816 (+127) 🗒 Python Official, Anthropic-managed directory of… — @github-trending.bsky.social1 likes and repost
- Mar 1, 2026anthropics / claude-plugins-official Official, Anthropic-managed directory of high quality Claude Code Plugins.… — @pythonhub.dev1 likes and repost
- Feb 4, 2026これはClaude Codeの機能を拡張する公式プラグイン群のディレクトリらしい 開発ワークフローの標準化や新しいAIエージェントの利用に期待できるかな yug1224 starred anthropics/claude-plugins-official… — @yug1224.com1 likes and repost
- Aug 29, 2026📈 Today's GitHub Trending: 1. https://github.com/tt-a1i/archify - JavaScript, 3927 stars today 2.… — @ghtrend.newsmast.social.ap.brid.gy0 likes and reposts · 1 reply
- Aug 29, 2026🚀 Skyrocketing! 🚀 (200+ new stars) 📦 anthropics / claude-plugins-official ⭐ 35,238 (+356) 🗒 Python Official, Anthropic-managed… — @github-trending.bsky.social0 likes and reposts · 1 reply
- Aug 28, 2026📈 Today's GitHub Trending: 1. https://github.com/tt-a1i/archify - JavaScript, 4561 stars today 2.… — @ghtrend.newsmast.social.ap.brid.gy0 likes and reposts · 1 reply
- Aug 26, 2026📈 Today's GitHub Trending: 1. https://github.com/tt-a1i/archify - HTML, 1002 stars today 2.… — @ghtrend.newsmast.social.ap.brid.gy0 likes and reposts · 1 reply
On YouTube · 17
- Oct 17, 2026Claude Plugins Official: Anthropic's Own Plugin Marketplace — Open Source Trend1k views
- Oct 24, 2026Don't use Claude Code until you install these 5 free plugins — Theo Renders1k views
- Nov 10, 2026Why you should be using the Claude Code plugin store #ai #coding #tips — Bouye | AI369 views
- Mar 15, 202665K+ Stars • AI | claude-plugins-official — Curated directory of high-quality Claude Code... #shorts — Neural-Nexus320 views
- Nov 14, 2026Claude Code Plugins: The 5 Most Installed (All Free) — Learn With Rabbany - Cloud & Cybersecurity261 views
12 more on YouTube
- Oct 18, 2026Claude Plugins — Trending on GitHub | Deal Stacks — Deal Stacks129 views
- Oct 31, 2026Best Claude Plugins for Claude Code: Anthropic's Top 7 by Installs — Prompt Vidya AI98 views
- Oct 18, 2026Claude Code Plugins: 105 Updated in 91 Minutes. Who Checks Them? — Skill MD46 views
- Nov 15, 2026Claude Code Mods: Make Your Own Animated Theme — TechUnboxed28 views
- Oct 12, 2026Claude Plugins for free! — ajc.trendingideas28 views · 1 comment
- Jul 18, 2026Claude Code Plugins & Skills Explained | Understand Custom Claude Code Plugins and Skills — ComputerMindCore18 views
- Nov 5, 20264 official Claude Code plugins, and #1 is insane. Paste into Claude Code: #Shorts — House of Claude13 views
- Nov 11, 2026Anthropic just opened an official plugin directory for Claude Code — GitHub Now8 views
- Nov 12, 2026#057 Anthropics Claude-Plugins-Official — NeuKare4 views
- Nov 12, 2026#070 Anthropics Claude-Plugins-Official — Genuine Patriot4 views
- Nov 11, 2026🚀 [Fastest Growing GitHub Repos] claude-plugins-official: The Free Tool Taking Over GitHub! #shorts — githubrepo_cloud3 views
- Jun 24, 2026anthropics/claude-plugins-official — 77 stars today on GitHub — DevTrends Daily0 views · 1 comment
On Hacker News · 1
- Apr 14, 2026Connect iMessage to your Claude Code assistant2 points
On the web · 1
- Nov 14, 2026anthropics/claude-plugins-official — GitHub trending stats ... — trendshift.io
In this repository56 other files it gives its agents.
- accessSkill
- configureSkill
- accessSkill
- configureSkill
- accessSkill
- configureSkill
- climbSkill
- faqSkill
- hackathonSkill
- maturitySkill
- office-hoursSkill
- patternsSkill
- routinesSkill
- claude-automation-recommenderSkill
- breakdown-diagnosisSkill
- breakdown-to-next-reportSkill
- custom-connectorSkill
- customer-inquiry-intakeSkill
- daily-production-reportSkill
- data-consolidateSkill
- design-space-exploreSkill
- morning-plant-pulseSkill
- ncr-writeupSkill
- onboardingSkill
- quote-buildSkill
- rfq-to-quoteSkill
- root-cause-capaSkill
- supplier-escape-to-alternate-sourceSkill
- supplier-quote-requestSkill
- trade-study-reportSkill
- claude-md-improverSkill
- claude-securitySkill
- cardputer-buddySkill
- m5-onboardSkill
- example-commandSkill
- example-skillSkill
- frontend-designSkill
- writing-hookify-rulesSkill
- math-olympiadSkill
- siegeSkill
- soloSkill
- build-mcp-appSkill
- build-mcpbSkill
- build-mcp-serverSkill
- playgroundSkill
- agent-developmentSkill
- command-developmentSkill
- hook-developmentSkill
- mcp-integrationSkill
- plugin-settingsSkill
- plugin-structureSkill
- skill-developmentSkill
- project-artifactSkill
- receiptsSkill
- session-reportSkill
- skill-creatorSkill
The file
We split this skill into the rules it gives an agent
1 rule. About 0 are common, 1 is distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈1
Distinctive · estimate
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 139
Never narrow it to make the number look better.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Inspection to CAPA
Chain 2. ncr-writeup → root-cause-capa.
The path from "we found a bad part" to "we fixed the reason, and we can prove it." It ends on the 8D and its redacted customer pack.
Quick start
→ Write the NCR against a CITED requirement. Cannot find one? Block. Never invent
→ Search history AT CREATION, not on request. Did the earlier fix hold?
→ Gate 1: the quality owner confirms the NCR and its containment
→ Verify the clocks BEFORE correlating. Misaligned? Refuse, and say what survives
→ Ranked candidate chains with evidence FOR and AGAINST. Never one verdict
→ 8D: D1-D5 and D7 populated. D6 and D8 stay empty placeholders
→ Gate 2: nothing customer-facing leaves without the redaction diff reviewedInputs
| Input | Source | Form |
| The finding | Inspector notes, an inspection export, an operator report, a customer complaint | Conversation, M365, pasted |
| Everything else | Whatever the two member skills read | See each skill |
The seven steps
1. An inspection result or a suspect lot starts it.
2. Write the nonconformance against the requirement, with quantity and location. All five containment locations are addressed, including with a zero quantity, because an omitted location reads as "none there" rather than "not checked."
Gate 1 — the quality owner confirms the NCR and the containment plan.
This is a pause, and the chain says so: "Paused at Gate 1, after step 2.
The NCR is a draft. A quality owner confirms four things before step 4 — the
finding, the cited requirement, the suspect scope, and the containment plan."
A missing citation is one reason the NCR is not ready; it is not the gate.
Fixing the citation does not unblock the chain — the owner's confirmation does.
The history search in step 3 still runs at write time, because it belongs to
the NCR. Per ../../shared/approval-gates.md.
3. Search history for the same problem. This runs automatically at write time, not on request, because the moment of detection is the only moment anyone is looking.
Whether the earlier fix held is the highest-value single line in this chain. A recurrence after a closed CAPA is a materially different finding from a first occurrence, and it changes what happens next. Surface it as such.
4. Read the prior tickets, inspection data and production history together, aligned onto one zone-aware timeline. Verify the clocks first; where alignment cannot be verified, refuse to correlate and say which conclusions survive anyway.
5. Propose ranked candidate causal chains, each stated as a chain with supporting and contradicting evidence attached to each link, and the cheapest test that would confirm or kill it. Never one confident verdict: a confident wrong root cause closes the investigation and the fix fails.
6. Draft the 8D. D1 to D5 and D7 populated from the evidence. D6 and D8 stay as structured placeholders, because they need a real-world outcome and a human signature.
7. Produce the customer-facing pack with a redaction pass. Gate 2.
Approval gates
| Gate | Where | What it protects |
| 1 | After step 2 | The quality owner confirms the finding, the cited requirement, the suspect scope and the containment plan |
| 2 | After step 7 | Nothing customer-facing leaves without review of the redaction diff |
The redaction pass is a reviewable diff, never a silent filter. The internal 8D carries cost data, other customers' names, supplier identity and internal process detail; the customer version must not. A recurrence stays in — removing it is misrepresentation, not redaction.
Output
Every document this skill produces is printed in the reply, in full.
Saving a copy to a file as well is fine, as Word or Excel per ../../shared/replies.md, never .txt; a file instead of the reply is not.
The person reads the reply, and every delimited block and outbound check lives
in it — a document only on disk has been neither seen nor checked.
A record handed to another skill is saved and summarised, never pasted as
raw YAML; memory blocks are written where the plant's memory lives; and the
name on an approval is asked, never taken from the account. All three per
../../shared/replies.md.
The NCR in the plant's controlled template, the containment plan ordered by urgency, the recurrence finding with whether the previous fix held, the ranked candidate causes with their discriminating tests, the drafted 8D, the evidence appendix, and the redacted customer pack.
The figures block — required, inside the evidence appendix. Every
measurement, control limit, ratio and count the chain states is printed from
the computation and listed with it, and the prose quotes the block. Two member
skills doing the same arithmetic must not arrive at two different multiples of
the same limit. Per ../../shared/computed-figures.md.
Where the leading candidate points at purchased material, the supplier-caused
flag is raised, which is the trigger into Chain 5. See
supplier-escape-to-alternate-source.
The Quality command-center page: the Quality Register — open corrective
actions, carrying the NCR and the 8D by reference, updated in place per
../../shared/live-dashboard.md. The chain writes no register row of its
own. ncr-writeup writes the row at step 2 and root-cause-capa adds the
8D fields at step 6, both keyed <site>_<ncr_ref>, so one chain run leaves
one row. The chain reports the register once, at the end: the dashboard line
with its URL and the sensitivity line, or the fallback with "The Quality
Register was not updated: [reason]." It is reported as updated only when a
publish returned a URL in this run, and never as shared. Read
../../shared/command-center.md.
Edge cases and failure modes
- The requirement cannot be located — the chain blocks at step 2. Never invent one. That is a complete and honest outcome.
- Traceability is incomplete — the suspect scope widens and says why. Never narrow it to make the number look better.
- The clocks cannot be aligned — step 4 refuses to correlate. Non time-dependent analysis still runs, and the output says which is which.
- Two candidates are supported equally — present both. A stated tie is a real finding, and it names the test that would settle it.
- No prior history exists — say so. Absence of recurrence is not evidence of a one-off.
Degradation
| Not available | What happens |
| The quality document library | Report "no searchable history available" at step 3. Never silence, which reads as "no recurrence" |
| The sensor export, or it misses the event window | Say so. Do not reason from adjacent data as if it were the event |
| The plant's 8D template | Use the standard eight-discipline structure and flag that the controlled template was unavailable |
| A CMMS connector (Limble or any other) | See below |
Check the freshness of every export before correlating on it. A scheduled export that silently stopped produces a timeline with a hole in it, and the hole looks like an absence of evidence rather than an absence of data. State the coverage window of each source in the evidence appendix.
If Limble isn't included, or no CMMS connector is live — minor here. Maintenance history arrives in the same scheduled export as everything else and the maintenance-correlation check runs on it unchanged. What changes is freshness: name maintenance explicitly as an export-sourced input in the evidence appendix rather than letting it read as live, since a repair logged after the last export will not be on the timeline at all.
Chain position
This is Chain 2 itself. Members: ncr-writeup, root-cause-capa.
Metric. CAPA closure time and first-pass yield, both owned by
root-cause-capa. ncr-writeup also moves nonconformance closure time and
escape response time inside this chain; the chain does not claim them, because
it is named for the corrective-action loop.
Reference files
| File | Load when |
../ncr-writeup/SKILL.md | Steps 2 and 3 |
../root-cause-capa/SKILL.md | Steps 4 to 7 |
../../shared/contracts/ncr.md | The handoff, and what blocks root-cause-capa |
../../shared/command-center.md | The Quality page, and when "updated" may be said |
../../shared/live-dashboard.md | The Quality Register: one row per NCR, the banner, the fallback |
../../shared/computed-figures.md | Before stating any figure — the figures block |
../../shared/approval-gates.md | At both gates — a gate is a pause, and how to say where the chain stopped |
Does it work?
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People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
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Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
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Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
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