utility-pm-skill-validate
Audits an existing pm-skills skill against structural conventions and quality criteria. Produces a structured validation report with pass/fail checks, severity-graded findings, and actionable recommendations
Install / Use
npx skills add product-on-purpose/pm-skills --skill utility-pm-skill-validateInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
Development & EngineeringSupported Platforms
Tags
Our assessment of utility-pm-skill-validate
utility-pm-skill-validate scores 90/100 on our quality scale, 1325th of 4,641 Development & Engineering skills we index (top 29%).
Its SKILL.md is 14 KB long, well organised into 20 sections with 3 code examples: a thorough specification that gives an agent plenty to work with.
It has 697 GitHub stars, a meaningful sign that others use it.
Maintenance, license and trust
- The repository was last updated 16 days ago, so utility-pm-skill-validate is actively maintained.
- It is released under the Apache-2.0 license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
Safety scan
No issues foundOur scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands.
Automated pattern scan on 2026-10-04. It catches known dangerous patterns, not every risk — read a skill before letting an agent act on it.
utility-pm-skill-validate compared with similar skills
All 4 of these similar skills score higher than utility-pm-skill-validate; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| utility-pm-skill-validate (this skill)by product-on-purpose | 90 | 697 | 16d ago | SKILL.md |
| ai-job-searchby MadsLorentzen | 100 | 44.9k | today | CLAUDE.md |
| claude-howtoby luongnv89 | 100 | 41.7k | 4d ago | CLAUDE.md |
| algorithmic-artby anthropics | 100 | 177.9k | 11d ago | SKILL.md |
| pptxby anthropics | 100 | 177.9k | 11d ago | SKILL.md |
Frequently asked questions
- How do I install utility-pm-skill-validate?
- Run
npx skills add product-on-purpose/pm-skills --skill utility-pm-skill-validate. The install tabs above show the steps for each supported agent. - Which AI agents does utility-pm-skill-validate work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is utility-pm-skill-validate safe to use?
- Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. It is Apache-2.0-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is utility-pm-skill-validate still maintained?
- The repository was last updated 16 days ago, so utility-pm-skill-validate is actively maintained.
Skill content
View source on GitHubname: utility-pm-skill-validate description: Audits an existing pm-skills skill against structural conventions and quality criteria. Produces a structured validation report with pass/fail checks, severity-graded findings, and actionable recommendations. Use when checking whether a skill meets repo standards before shipping or after making changes. license: Apache-2.0 metadata: classification: utility version: "1.2.0" updated: 2026-07-04 category: coordination frameworks: [triple-diamond] author: product-on-purpose
PM Skill Validate
This skill audits an existing pm-skills skill against the repo's structural
conventions and quality criteria. It produces a validation report that a
human can scan and that utility-pm-skill-iterate can consume as input.
The validator checks two tiers:
- Tier 1 (Structural) - deterministic checks that mirror CI: frontmatter, naming, file presence, description word count.
- Tier 2 (Quality) - LLM-assessed coherence checks: does the output contract reference the template? Is the example complete? Are checklist items testable?
When to Use
- After creating a skill with
utility-pm-skill-builder, before shipping - After manually editing a skill, to confirm it still passes conventions
- Before running
utility-pm-skill-iterate, to identify what needs improvement - When a convention changes, to audit which skills need updating (batch mode)
- When reviewing a contributed skill for quality and completeness
When NOT to Use
- To create a new skill from scratch -> use
utility-pm-skill-builder - To fix or improve a skill -> use
utility-pm-skill-iterate(feed it this report) - To run CI checks in a pipeline -> use
scripts/lint-skills-frontmatter.sh(this skill is for interactive, deeper-than-CI validation) - To audit the whole catalog rather than one skill -> use
utility-pm-skill-auditor. This skill goes deep on a single skill; the auditor goes wide across the repo and aggregates cross-cutting findings.
Instructions
When asked to validate a skill, follow these steps:
Step 1: Identify the Target
Accept the skill name in any form:
- Directory name:
deliver-prd - Full path:
skills/deliver-prd/SKILL.md - Slash command:
deliver-prd
Resolve to the canonical directory path: skills/{name}/.
If the skill directory does not exist, report immediately:
# Validation Report: {input}
Result: FAIL
Skill directory `skills/{input}/` does not exist.
Batch mode: If the input is --all, run Tier 1 structural checks
across all skills and produce a summary table (see Step 5). Do not run
Tier 2 in batch mode.
Step 2: Read Skill Files
Read all files in the skill directory:
| File | Required | Purpose |
|------|----------|---------|
| SKILL.md | yes | Frontmatter + instructions |
| references/TEMPLATE.md | yes | Output template |
| references/EXAMPLE.md | yes | Worked example |
| HISTORY.md | no | Version history (if present) |
| evals/trigger-fixtures.json | no | Routing-eval fixtures (B-4); present for roster skills |
| evals/output-scenarios/*.md | no | Output-quality scenarios (B-7); present for evaled skills |
Also read:
- The corresponding command file:
commands/{command-name}.md - The AGENTS.md entry for this skill
If reading files is not possible (MCP/embedded environment), ask the user to paste the content of each file before proceeding (see Degraded Mode).
Step 3: Run Tier 1 - Structural Checks
Run these deterministic checks. Each produces a PASS or FAIL line.
| Check ID | What to check | Pass condition |
|----------|--------------|----------------|
| frontmatter-at-byte-zero | First line of SKILL.md, references/TEMPLATE.md, references/EXAMPLE.md is exactly --- | Line 1 is the opening --- fence with no preceding HTML comment, BOM, or whitespace. Severity: FAIL. Reference: library/skill-output-samples/SAMPLE_CREATION.md Section 5. |
| name-match | Frontmatter name matches directory name | Exact string match |
| description-present | Frontmatter description exists | Non-empty value |
| description-length | Description word count | 20-100 words |
| version-present | Frontmatter version exists | Non-empty, valid SemVer |
| updated-present | Frontmatter updated exists | Non-empty, ISO date |
| license-present | Frontmatter license exists | Non-empty value |
| phase-classification | Phase/classification consistency | Domain has phase:, foundation/utility has classification:, not both |
| template-exists | references/TEMPLATE.md exists | File present |
| template-sections | TEMPLATE.md has sufficient structure | ≥3 ## level-2 headers |
| example-exists | references/EXAMPLE.md exists | File present |
| command-exists | Command file exists in commands/ | File present and references correct skill path |
| agents-entry | AGENTS.md has an entry for this skill | Entry exists with matching **Path:** |
| eval-trigger-fixtures | Routing fixtures present + well-formed (B-4) | If evals/trigger-fixtures.json exists: schema:1, skill matches dir, >=16 queries, >=8 per class (trigger / no-trigger), >=2 near-misses. If absent: INFO (not in the trigger-eval roster, or fixtures not yet authored). Authoritative gate: scripts/check-trigger-fixtures.mjs. |
| eval-output-scenarios | Output scenarios present + well-formed (B-7) | If evals/output-scenarios/*.md exist: each has scenario/skill/family frontmatter, skill matches dir, family maps to an existing docs/internal/eval-rubrics/{family}.md, body >=100 chars. If absent: INFO (not yet output-evaled). Authoritative gate: scripts/check-output-eval-assets.mjs. |
| reciprocal-boundary-pointers | Declared collision pairs cross-point (C-5) | If the skill appears in COLLISION_PAIRS (scripts/check-trigger-fixtures.mjs): its When NOT to Use names each partner AND each partner's When NOT to Use names it back. FAIL if a declared pair is one-directional. If not in any pair: PASS. Authoritative gate: scripts/check-reciprocal-boundary-pointers.mjs. |
Step 4: Run Tier 2 - Quality Checks
Run these LLM-assessed checks. Each produces a PASS, WARN, or INFO
line. Tier 2 findings are capped at WARN unless objectively grounded
(placeholder leakage is the exception - it can FAIL).
| Check ID | What to assess | How to assess | Max severity |
|----------|---------------|---------------|-------------|
| output-contract-coverage | SKILL.md references the template | Check for explicit reference to references/TEMPLATE.md or "use the template" in an Output section. Accept either pattern as valid. WARN only if template is not referenced at all. | WARN |
| checklist-verifiability | Quality checklist items are testable | Read each checklist item. Flag items that are vague ("is good quality") vs. specific ("metrics are measurable"). WARN if ≥2 items are vague. | WARN |
| example-completeness | EXAMPLE.md fills all template sections | Compare ## headers in TEMPLATE.md against ## headers in EXAMPLE.md. WARN if EXAMPLE.md is missing sections that appear in the template. Also check for unresolved placeholders. Line count is informational only - report it but do not gate on it. | WARN |
| template-example-alignment | EXAMPLE.md follows TEMPLATE.md structure | Compare section header ordering. WARN if EXAMPLE.md has sections in a different order or uses different header names than TEMPLATE.md. | WARN |
| description-actionability | Description tells when to use the skill | Check for a trigger phrase like "Use when..." or "Use for..." in the frontmatter description. WARN if the description only says what the skill does without indicating when to use it. | WARN |
| instruction-clarity | Instructions are numbered and imperative | Check for ### Step headings or a numbered list pattern in the Instructions section. WARN if instructions are prose paragraphs without clear step structure. | WARN |
| placeholder-leakage | No leftover scaffolding in any shipped file | Scan SKILL.md, TEMPLATE.md, and EXAMPLE.md for: [Placeholder] or [Feature Name] patterns, <!-- ... --> HTML comments (except the license header), template guidance blockquotes that should have been removed, and authoring notes like "TODO" or "FIXME". FAIL if any are found - this is objectively grounded. | FAIL |
| when-not-to-use | "When NOT to Use" section present and names neighbors | Check for a When NOT to Use section that names the skill's nearest neighbors (when to use them instead). WARN if the section is absent, or present but generic (no neighbor named). This became a convention in the v2.26.0 rewrites and underpins the reciprocity gate; reciprocal-boundary-pointers (Tier 1) is the deterministic backstop for declared collision pairs. | WARN |
Quality standard framing: These checks validate against current library
conventions - what the shipped library actually does today. Findings graded
WARN or INFO represent the v2.8 quality standard that newer skills (built
with utility-pm-skill-builder) meet. Older skills may legitimately receive these
findings until iterated through the lifecycle.
Heading and dialect conventions: for the authoritative section skeleton per
dialect (classic, contract-shaped, tool-family) and the exact canon heading
spellings, see Skeleton Canon: The Three Sanctioned
Dialects
in the skill-authoring guide. A skill whose headings or section set drift from
its dialect's canon should be flagged in Recommendations even where no Tier 1
check above already covers it; scripts/check-heading-canon.mjs is the eventual
deterministic backstop, shipping advisory until the full catalog is normalized.
Step 5: Produce the Validation Report
Assemble the report using this exact structure. F-11 (utility-pm-skill-iterate)
parses this report by section headings and pipe-delimited fields.
# Validation Report: {skill-name}
Date: {YYYY-MM-DD}
Skill version: {version from frontmatter}
Validator version: 1.0.0
Report schema: v1
Result: {PASS | WARN | FAIL}
## Summary
{1-2 sentence overall assessment.}
Errors: {n} | Warnings: {n} | Info: {n}
> Tier 2 findings are heuristic quality assessments and may require human review.
## Structural Checks
- {STATUS} | structural | {check-id} | {message}
- {STATUS} | structural | {check-id} | {message}
...
## Quality Checks
- {STATUS} | quality | {check-id} | {message}
- {STATUS} | quality | {check-id} | {message}
...
## Recommendations
1. {STATUS} | {check-id} | Target: {file-path}
Action: {what to do}
2. {STATUS} | {check-id} | Target: {file-path}
Action: {what to do}
...
Report rules:
- Result = worst severity found: any FAIL →
FAIL, else any WARN →WARN, elsePASS. - Structural Checks: one line per Tier 1 check. STATUS is
PASSorFAIL. - Quality Checks: one line per Tier 2 check. STATUS is
PASS,WARN, orINFO. - Recommendations: only include checks that did NOT pass. Each recommendation includes the check ID, the target file path, and a specific action.
- If all checks pass, the Recommendations section should say: "No issues found."
- Omit passing checks from Recommendations - only list findings that need action.
Batch mode output (when input is --all):
Run Tier 1 structural checks only across all skills. Produce a summary table:
# Batch Validation Summary
Date: {YYYY-MM-DD}
Validator version: 1.0.0
Report schema: v1
Skills checked: {n}
| Skill | Result | Errors | Warnings |
|-------|--------|--------|----------|
| deliver-prd | PASS | 0 | 0 |
| define-hypothesis | WARN | 0 | 1 |
| foundation-persona | FAIL | 1 | 0 |
...
Skills passing: {n}/{total}
Run `utility-pm-skill-validate {skill}` for a detailed report.
Degraded Mode
If you cannot read skill files directly (e.g., running via MCP or in an embedded environ
Truncated for display — read the full file on GitHub.
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Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.
