Cn 8d Report
mohitagw15856/pm-claude-skills
A skill your agent uses when asked 写8D报告, 客户投诉8D, 质量问题8D, 客诉回复报告, 8D 怎么写, 根本原因分析报告, or write an 8D problem-solving report for a customer complaint or internal quality issue in a Chinese factory.
Convenes expert panels for problem-solving. An agent skill from oaustegard/claude-skills.
$ npx skills add oaustegard/claude-skills --skill convening-experts -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install oaustegard/claude-skills convening-experts --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/oaustegard/claude-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/convening-experts .claude/skills/convening-experts && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "convening-experts" agent skill from https://github.com/oaustegard/claude-skills/tree/main/convening-experts into .claude/skills/convening-experts/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "convening-experts", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/oaustegard/claude-skills/tree/main/convening-expertsType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add oaustegard/claude-skills --skill convening-experts -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install oaustegard/claude-skills convening-experts --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/oaustegard/claude-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/convening-experts .agents/skills/convening-experts && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "convening-experts" agent skill from https://github.com/oaustegard/claude-skills/tree/main/convening-experts into .agents/skills/convening-experts/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "convening-experts", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add oaustegard/claude-skills --skill convening-experts -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install oaustegard/claude-skills convening-experts --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/oaustegard/claude-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/convening-experts .cursor/skills/convening-experts && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "convening-experts" agent skill from https://github.com/oaustegard/claude-skills/tree/main/convening-experts into .cursor/skills/convening-experts/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "convening-experts", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/oaustegard/claude-skills.git --path convening-experts--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add oaustegard/claude-skills --skill convening-experts -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install oaustegard/claude-skills convening-experts --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/oaustegard/claude-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/convening-experts .gemini/skills/convening-experts && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "convening-experts" agent skill from https://github.com/oaustegard/claude-skills/tree/main/convening-experts into .gemini/skills/convening-experts/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "convening-experts", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install oaustegard/claude-skills convening-expertsInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add oaustegard/claude-skills --skill convening-experts -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/oaustegard/claude-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/convening-experts .github/skills/convening-experts && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "convening-experts" agent skill from https://github.com/oaustegard/claude-skills/tree/main/convening-experts into .github/skills/convening-experts/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "convening-experts", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add oaustegard/claude-skills --skill convening-experts -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install oaustegard/claude-skills convening-experts --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/oaustegard/claude-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/convening-experts .opencode/skills/convening-experts && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "convening-experts" agent skill from https://github.com/oaustegard/claude-skills/tree/main/convening-experts into .opencode/skills/convening-experts/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "convening-experts", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
convening-expertsConvenes expert panels for problem-solving. An agent skill from oaustegard/claude-skills.
Convening Experts is an agent skill from oaustegard/claude-skills. Convenes expert panels for problem-solving. Use when user mentions panel, experts, multiple perspectives, MECE, DMAIC, RAPID, Six Sigma, root cause analysis, strategic decisions, process improvement, or asks for philosophers/ancients (Socratic, Aristotelian, Stoic method experts).
Its SKILL.md is about 2.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 10 other files, including reference files (for example `CHANGELOG.md`, `README.md` and `examples/process-improvement-example.md`).
It sits in Development, covering Root cause analysis, Operations and SOPs and Tutoring and explanations. The repository describes itself as: My collection of Claude skills. The licence is MIT.
3 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 90b0f1b. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
claudeFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Convening Experts loads about 2.4k tokens when it runs, and up to ~4.9k if it reads all its reference files. Until then it costs about 75 tokens; SKILL.md has 1,001 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from oaustegard/claude-skills at commit 90b0f1b, republished under its MIT licence (© oaustegard). 1,001 words, ~2,412 tokens.
.claude/skills/convening-experts/SKILL.md (or your agent's skills folder). This skill also uses 8 other files; get the full folder from GitHub.This skill hand-rolls subagent orchestration via raw Anthropic API calls. A managed runtime now does the same job. Which one to use depends on your surface:
/deep-research, trigger a run with the workflow keyword, set
/effort ultracode, or spawn Task subagents — do that instead. The runtime gives
16-concurrent / 1000-agent ceilings, an approval gate, adversarial cross-review,
and in-session resume that this skill would otherwise reimplement badly. Dynamic
workflows shipped in research preview (Claude Code v2.1.154+, 2026).muninn_utils.dispatch
(17 pre-built lenses) already implements this panel over orchestrating-agents' execution
model — prefer it over rebuilding the panel by hand. Proceed below.Discriminator: do you have a native subagent/Task tool or a workflow command? Yes → native. No → this skill. Never reimplement the runtime where it already exists.
Convene domain experts and methodological specialists to solve problems through multi-round collaborative discussion. Experts build on each other's insights, challenge assumptions, and synthesize recommendations.
For simpler problems requiring multiple viewpoints:
For complex problems requiring collaborative reasoning:
Available expertise spans:
See references/msd-domain-experts.md, references/consulting-frameworks.md, and references/ancient-philosophers.md for complete role catalogs.
Claude loads relevant references based on problem domain.
Claude selects 3-5 experts based on problem characteristics:
Problem type → Primary expert + Supporting experts
Name the panel up front, then give each expert's view before synthesizing.
Single-round: list the panel members, then each expert's independent analysis (in any clear order — parallel, not sequential), then a synthesis with attribution.
Multi-round: initial analysis from each expert, then a round where experts respond to specific points from named others (building on or challenging them), then convergence — resolving disagreements or flagging which remain productive — and a final synthesis. Skip rounds that would add nothing (e.g. no round 3 if round 2 already converged).
Headers separating experts and rounds help the reader; the exact heading text doesn't matter.
Domain Experts:
Philosopher Experts:
Framework Experts:
Cross-Panel Interaction:
Disagreement Handling:
When panel must recommend action:
RAPID (Bain)
Weighted Decision Matrix
Risk-Benefit Analysis
Apply MSD-specific context automatically:
Technical constraints:
Business context:
Cultural factors:
User: Our new assay is showing high background signal in serum samples
Claude convenes:
- Assay Scientist (primary)
- Systems Thinker (feedback loops)
- Five Whys Facilitator (root cause)
Format: Multi-round (technical nuance requires collaboration)User: Should we build internal ML infrastructure or use vendor solutions?
Claude convenes:
- Software Engineer (implementation)
- McKinsey Consultant (strategic framing)
- Finance Analyst (cost analysis)
- DevOps Engineer (operational implications)
Format: Single-round → RAPID framework synthesisUser: Manufacturing yield dropped 8% after equipment upgrade
Claude convenes:
- Manufacturing Engineer (primary domain)
- Six Sigma Black Belt (DMAIC)
- Systems Thinker (unintended consequences)
Format: Multi-round (root cause needs collaborative analysis)Skip the panel entirely when the problem has one clearly correct answer — give a direct answer instead of manufacturing perspectives around it.
Four constraints have no other source of truth in this document, so they stay explicit. Don't invent fictional names for experts (role titles only — "Software Engineer", not "Dr. John Smith, Software Engineer"), and don't invent MSD-specific details beyond general domain knowledge; both would misrepresent a generic panel as grounded in specifics it doesn't have.
The other two are failure modes the panel format itself invites: manufacturing consensus where the experts genuinely disagree (flag the disagreement and say what would settle it), and ending on "here are the perspectives, you decide" instead of a synthesis someone can act on.
© oaustegard, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 8 other files (references) in convening-experts of oaustegard/claude-skills.
Open the folder on GitHubat commit 90b0f1b
Convening Experts next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Convening Experts this skilloaustegard/claude-skills | 150 | — | ~2.4k | Automated safety check: Pass | MIT | |
| Cn 8d Reportmohitagw15856/pm-claude-skills | 1.4k | — | ~1.3k | Automated safety check: Pass | MIT | |
| Deployment Rollback InterviewerPrepLabsAI/InterviewMentor | 112 | — | ~3.1k | Automated safety check: Pass | MIT | |
| Code Design Rationale Investigatorcursor/plugins | 11k | 9 repos | ~2.6k | Automated safety check: Pass | None | |
| OpenLogi macOS Permissions TriageAprilNEA/OpenLogi | 23k | — | ~2.5k | Automated safety check: Notes | Apache-2.0 | |
| Bug Finder for daisyUIsaadeghi/daisyui | 43k | — | ~2.3k | Automated safety check: Pass | MIT |
mohitagw15856/pm-claude-skills
A skill your agent uses when asked 写8D报告, 客户投诉8D, 质量问题8D, 客诉回复报告, 8D 怎么写, 根本原因分析报告, or write an 8D problem-solving report for a customer complaint or internal quality issue in a Chinese factory.
PrepLabsAI/InterviewMentor
A release engineer interviewer managing a failed deployment with spiking error rates.
cursor/plugins
Digs into why code is shaped the way it is by checking git history, pull requests and connected tools in parallel, then reporting a cited read on the tradeoffs.
AprilNEA/OpenLogi
Decides whether an OpenLogi device problem on macOS is a privacy-permission (TCC) problem, using agent log lines, and says which identity needs which grant.
saadeghi/daisyui
Investigates suspected bugs in the daisyUI monorepo through read-only analysis, then writes a decision-ready fix plan in tmp/bugs without changing any product code.
garrytan/gstack
Investigates bugs, errors and stack traces in phases and requires a root-cause hypothesis to be confirmed before any fix is written.
oaustegard/claude-skills
Builds interactive Vega-Lite charts from uploaded data: analyzes the fields, picks five to ten fitting chart types, and produces a React artifact with the data embedded inline.
oaustegard/claude-skills
Builds self-contained single-file HTML pages such as reports, decks, postmortems, flowcharts and prototypes from a small spec using a bundled Python composer and templates.
oaustegard/claude-skills
Routes, triages, flags and rates a piece of text with a probability for every option: which department or queue a ticket goes to, which intent a message expresses, whether a yes/no condition holds…
oaustegard/claude-skills
Rewrites model-sounding prose into plain technical writing and checks that every claim survives, for PR text, docs, commit messages and similar drafts.
oaustegard/claude-skills
Guides building standards-based Preact apps with native-first choices, HTM syntax, import maps and vendored ESM, from single-file demos to larger builds.
oaustegard/claude-skills
Deprecated sampler that captures short windows of the Bluesky firehose, clusters trending terms and builds an HTML report; replaced by the browsing-bluesky skill.
Categories
Convenes expert panels for problem-solving. An agent skill from oaustegard/claude-skills. Convening Experts is an agent skill from oaustegard/claude-skills. Convenes expert panels for problem-solving.
Convening Experts fits situations like: user mentions panel; multiple perspectives; root cause analysis; strategic decisions.
Run `npx skills add oaustegard/claude-skills --skill convening-experts -a claude-code`. Or copy the skill folder (convening-experts in oaustegard/claude-skills) into .claude/skills/convening-experts in your project. Claude Code loads it when a task matches its description.
Run `npx skills add oaustegard/claude-skills --skill convening-experts -a codex`. Or copy the skill folder (convening-experts in oaustegard/claude-skills) into .agents/skills/convening-experts in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add oaustegard/claude-skills --skill convening-experts -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/convening-experts, .gemini/skills/convening-experts, .github/skills/convening-experts and .opencode/skills/convening-experts in your project.
Going by SKILL.md and its folder, Convening Experts needs the command-line tools its instructions call (claude).
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Convening Experts is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.4k tokens (SKILL.md is roughly 9.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2.5k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Convening Experts: Cn 8d Report (mohitagw15856/pm-claude-skills, 1.4k stars), Deployment Rollback Interviewer (PrepLabsAI/InterviewMentor, 112 stars), Code Design Rationale Investigator (cursor/plugins, 11k stars) and OpenLogi macOS Permissions Triage (AprilNEA/OpenLogi, 23k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
oaustegard (a GitHub user) maintains it in oaustegard/claude-skills, which has 150 GitHub stars. The repository holds 67 skills in this directory. The repository was last updated on October 9, 2026.
Source: oaustegard/claude-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.