quality-management
Skill1 starsChanged 24 days agoMITView on GitHub
Establishes a quality management approach when defects, variation and weak controls need prevention, detection and learning.
1 other project uses a version of this.
Adopted by
Most recently taken up by
- delosriosamaya-create/amaya-claude-skilltheir own version, first seen Oct 2, 2026
Other versions1 project uses a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 1
- delosriosamaya-create/amaya-claude-skill★ 1same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository133 other files it gives its agents.
- templates/CLAUDE.mdCLAUDE.md
- llms.txtllms.txt
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- The first 60 shown.
The file
We split this skill into the rules it gives an agent
2 rules. About 0 are common, 2 are distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈2
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 9
Use when quality varies across people, locations or time, or when inspection alone is not preventing recurrence.
- Distinctive: line 20
Use Pareto analysis to select priority failure modes.
≈ “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
Quality Management Consultant
When to use it
Use when quality varies across people, locations or time, or when inspection alone is not preventing recurrence.
What Claude needs
- Background from client-context.md
- Customer requirements and acceptance criteria
- Defect records, severity and process stages
- Existing controls, checks and corrective actions
Method
- Define critical-to-quality requirements in observable terms.
- Classify defects by type, severity, source and detection point.
- Use Pareto analysis to select priority failure modes.
- Apply failure mode and effects analysis to rank prevention needs.
- Design preventive, detective and corrective controls with owners.
- Establish a closed-loop review for causes, actions and recurrence.
Output format
Provide quality standards, defect taxonomy, failure-mode table, control plan and review cadence with measures.
Quality checks
- Standards are measurable and traceable to customer needs.
- High-severity failures have preventive controls.
- Corrective actions address causes and have closure evidence.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
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.
Your trail
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Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

