Automated summary
This skill re-reads a SKILL.md or command file against a best-practice checklist and returns a severity-grouped report of issues with proposed fixes.
Strengths
- Scales its standards to the skill's complexity (simple / medium / complex) instead of applying one uniform bar
- Every finding quotes the offending passage and shows a concrete rewrite, in a readable PASS / WARN / FAIL format
- Performs a deep description check, including the CSO trap of describing the workflow instead of the triggering conditions
- Ends with explicit next actions: fix all, fix only FAIL-level items, discuss, or stop
Limitations
- The checklist is baked into the skill and will not update itself as Anthropic's guidance evolves
- It audits one file plus its direct references, without checking consistency against the rest of a skills catalog
- Verdicts and scores are model judgment: two consecutive audits can differ slightly
- The 'Fix all' option applies changes without line-by-line confirmation
Use it right after writing or reworking a SKILL.md or custom command, to confirm it will be selected and understood correctly.
Skip it for auditing application code or ordinary documentation, since it only covers skill and command files.
Security analysis
SafeThe skill only reads local skill/command files, lists directories, and offers to apply fixes after explicit user choice. It does not use bash, network, or destructive commands, and does not instruct exfiltration or obfuscation. File edits are user-initiated and limited to local skill files.
No concerns found
How this analysis is madeExamples
/audit-skill ~/.claude/skills/pdf-tools/SKILL.mdAudit my .claude/commands/deploy.md command file and tell me which description problems would stop Claude from picking it up.I just wrote .claude/skills/release-notes/SKILL.md — audit it against best practices and fix only the critical issues.description: Review a skill or command against best practices and flag issues with fixes argument-hint: [path to SKILL.md or command file]
/audit-skill — Skill Quality Auditor
Review a skill file against Anthropic best practices and the writing-skills checklist. Produce structured findings with severity, then offer to fix.
Input
Read the file at $ARGUMENTS. If no argument given, ask: "Which skill should I audit?" and list skills from ~/.claude/skills/, ~/.claude/commands/, and .claude/skills/ if they exist.
Audit Process
1. Read the skill file completely
Read SKILL.md and any referenced files (workflows, references, templates). Understand the full skill before judging.
2. Determine skill complexity
Assess before applying rules — a 20-line command doesn't need the same rigor as a 300-line workflow skill:
- Simple (< 50 lines, single purpose): lighter standards
- Medium (50-200 lines, multi-step): full standards
- Complex (200+ lines or multi-file): full standards + architecture review
3. Run the checklist
Evaluate each item. Score: PASS, WARN, FAIL.
Frontmatter:
- [ ]
namepresent (skills) or filename is descriptive (commands) - [ ]
descriptionis specific with trigger keywords - [ ]
descriptiondoes NOT summarize workflow (the CSO trap) - [ ]
descriptionis third-person - [ ]
argument-hintpresent if skill takes arguments
Description quality (deep check):
- Does the description answer "should I read this skill right now?" for a given task?
- Would Claude select this skill from 100+ available skills based on this description alone?
- Are there trigger keywords matching how a user would phrase their need?
- Is the description under 500 characters?
Content:
- [ ] SKILL.md body under 500 lines
- [ ] No time-sensitive information
- [ ] Consistent terminology (no synonym drift)
- [ ] Concrete examples (not abstract placeholders)
- [ ] File references one level deep (no A→B→C chains)
- [ ] Success criteria defined
Structure:
- [ ] Clear overview/purpose in first section
- [ ] Workflows have numbered steps
- [ ] Degrees of freedom match task fragility
- [ ] Progressive disclosure used (complex skills only)
- [ ] Router pattern used if multiple workflows exist (complex skills only)
Anti-patterns:
- [ ] No narrative storytelling (skills are references, not war stories)
- [ ] No multi-language examples for the same pattern
- [ ] No vague descriptions ("helps with X", "useful for Y")
- [ ] No first-person in description
- [ ] No deeply nested file references
Output Format
Present findings grouped by severity:
## Audit: [skill-name]
**Overall: PASS / NEEDS WORK / FAIL**
### Findings
**FAIL** (must fix):
- [F1] Description summarizes workflow — "dispatches subagent per task with review"
→ Rewrite to triggering conditions only: "Use when executing implementation plans with independent tasks"
**WARN** (should fix):
- [W1] No success criteria defined
→ Add "## Success Criteria" with measurable done conditions
**PASS** (good):
- Frontmatter structure correct
- Token budget within limits (127 lines)
- Examples are concrete and runnable
For each finding: state what's wrong, quote the offending content, and show the fix.
After Audit
Ask: What's next?
- Fix all — apply all suggested fixes automatically
- Fix critical only — apply only FAIL-level fixes
- Discuss — talk through specific findings before changing anything
- Done — take the report and fix manually
From the file to a first result
The download contains exactly the content displayed on this page. This copy may differ from the latest version in the source repository.
View the source and supporting filesThis download contains SKILL.md only. Any scripts, references, templates and dependencies are not included. Get the required files from the source, preserving their directory structure, before continuing.
1. Download the file
Download SKILL.mdFrom the root of a test project, save the file as .skill-downloads/skill-quality-auditor-mryiqinv/SKILL.md, or use the command below. This folder is for inspecting the skill before installation.
Command for macOS/Linux or WSL: requires a POSIX shell and curl. On Windows without WSL, use the download button and create the folder manually.
mkdir -p '.skill-downloads/skill-quality-auditor-mryiqinv' && curl --fail --show-error --location 'https://skills-guides.com/api/skills/skill-quality-auditor-mryiqinv/download' --output '.skill-downloads/skill-quality-auditor-mryiqinv/SKILL.md.part' && mv '.skill-downloads/skill-quality-auditor-mryiqinv/SKILL.md.part' '.skill-downloads/skill-quality-auditor-mryiqinv/SKILL.md'2. Check prerequisites
Read SKILL.md before using it. If it references scripts or external services, inspect them and prepare the required access in your test environment.
No recognized prerequisites section in this file. This does not mean it is self-contained: libraries, tools and access requirements may be mentioned elsewhere in the content or source repository.
The platforms on this page are catalog indications. The paths below follow tool documentation; they do not prove this skill has been run in those tools. No minimum tool version is confirmed for this listing.
3. Load the skill
This file does not provide a usable name/description header for this native procedure. It remains available to download and inspect; use the manual method below.
Manual method or another tool: attach SKILL.md to a conversation, or open it in an agent that can read files. Include any required supporting resources. No universal folder is recognized by every tool.
4. Try a first task
Use a short, synthetic input: an API endpoint, a small document or an interface brief. In a new conversation, attach the file or give the agent its path, then adapt this request:
Read .skill-downloads/skill-quality-auditor-mryiqinv/SKILL.md and apply its instructions to this example: [describe a test input]. Identify any missing files, dependencies or access. Produce the result requested by the skill without inventing data or running unreviewed scripts.Expected result: output matching the skill instructions, or a precise list of missing prerequisites. A read confirmation alone does not validate a first use. If an external resource is unavailable, that path remains untested.
PDF Reader
Productivity
Read and extract text from PDF files, including documents, reports, contracts, and spreadsheets. Works with local files, URLs, and WhatsApp attachments. Use whenever PDF content is needed, even if not explicitly requested.
Discord Messaging Workflows
Productivity
Use the message tool to send, edit, and moderate Discord messages with interactive components.
Interactive Verdict Preview
Productivity
Generate an interactive HTML preview of keep/drop verdicts for maintainer review, then process the pasted feedback JSON.