
Utility Pm Skill Validate
- 469 installs
- 518 repo stars
- Updated August 4, 2026
- product-on-purpose/pm-skills
utility-pm-skill-validate is a product-management skill from pm-skills that helps developers and PMs validate scope, assumptions, and readiness before committing to AI and agent-building work.
About
utility-pm-skill-validate is a skill from the product-on-purpose/pm-skills collection aimed at validation tasks during product planning. It supports checking whether a proposed feature, agent workflow, or AI initiative has clear scope, testable assumptions, and enough evidence to proceed into implementation. Developers and PMs reach for utility-pm-skill-validate at decision gates where agent-building ideas need structured scrutiny instead of immediate coding. The skill complements technical build skills by forcing explicit validation criteria before agents are tasked with large implementation efforts.
- utility-pm-skill-validate
- AI & Agent Building
- AI-coding skill
Utility Pm Skill Validate by the numbers
- 469 all-time installs (skills.sh)
- +24 installs in the week ending Aug 4, 2026 (Skillselion tracking)
- Ranked #1,845 of 16,546 AI & Agent Building skills by installs in the Skillselion catalog
- Data as of Aug 5, 2026 (Skillselion catalog sync)
npx skills add https://github.com/product-on-purpose/pm-skills --skill utility-pm-skill-validateAdd your badge
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| Installs | 469 |
|---|---|
| repo stars | ★ 518 |
| Last updated | August 4, 2026 |
| Repository | product-on-purpose/pm-skills ↗ |
How do you validate product scope before building?
Helps with ai & agent building tasks.
Who is it for?
Developers and PMs who need a structured validation pass before launching agent or AI feature implementation.
Skip if: Teams already past validation who need detailed coding, testing, or deployment skills instead of scope review.
When should I use this skill?
A new AI or agent feature proposal needs scope validation, assumption checks, or a go-no-go decision before build work starts.
What you get
Validated scope documents, assumption checklists, go-or-no-go criteria, and feasibility notes for planned features.
- validation checklists
- scope summaries
- go-no-go criteria
Files
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)
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.
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 environment without file system access):
1. Ask the user to provide the content of each required file:
skills/{name}/SKILL.mdskills/{name}/references/TEMPLATE.mdskills/{name}/references/EXAMPLE.md
2. Run all checks against the provided content. 3. Note in the report: "Validated from user-provided content (file system not available)." 4. Batch mode is not available in degraded mode - single skill only.
Output Contract
The validator MUST produce a validation report following the format in Step 5.
The report:
- Uses the exact section headings:
## Summary,## Structural Checks,
## Quality Checks, ## Recommendations
- Uses pipe-delimited check lines:
STATUS | TIER | CHECK-ID | message - Uses pipe-delimited recommendations:
STATUS | CHECK-ID | Target: path
followed by Action: description on the next line
- Includes
Report schema: v1in the header for F-11 compatibility - Includes the Tier 2 caveat line in the Summary section
Quality Checklist
Before delivering the report, verify:
- [ ] All Tier 1 structural checks were run (not skipped), including the eval-asset checks (
eval-trigger-fixtures,eval-output-scenarios,reciprocal-boundary-pointers); absent eval assets are INFO, not FAIL, except a one-directional declared collision pair which FAILs - [ ] All Tier 2 quality checks were run (not skipped) - single skill mode only
- [ ] Report follows the exact section and line format from Step 5
- [ ] Every non-passing check appears in Recommendations with a target file path
- [ ] Result field reflects the worst severity found
- [ ] Tier 2 findings are capped at WARN (except placeholder-leakage which can FAIL)
- [ ] No Tier 2 check was marked FAIL unless objectively grounded
Examples
See references/EXAMPLE.md for a completed validation report demonstrating both Tier 1 and Tier 2 checks against a real shipped skill.
utility-pm-skill-validate - Version History
| Version | Date | Release | Effort | Type | Summary |
|---|---|---|---|---|---|
| 1.1.0 | 2026-06-15 | - | C-5 | minor | Folded the eval-asset contract into the report: new Tier 1 checks eval-trigger-fixtures (B-4), eval-output-scenarios (B-7), and reciprocal-boundary-pointers (C-5, can FAIL a one-directional declared collision pair). Upgraded when-not-to-use from INFO to WARN (now a v2.26.0 convention naming neighbors). Each check names its authoritative CI gate. |
| 1.0.0 | 2026-04-03 | - | - | baseline | Prior published version: two-tier (structural + quality) skill audit with the F-11-parseable report. |
1.1.0 (2026-06-15)
Eval-coverage integration (v2.27.0 eval program, plan item C-5 second half): the validator now reports on a skill's eval readiness alongside its structural and quality conventions.
- Three new Tier 1 (deterministic) checks:
eval-trigger-fixtures(the B-4 routing-fixture contract: schema, >=16 queries, >=8/class, >=2 near-misses - INFO when absent, since not every skill is in the roster),eval-output-scenarios(the B-7 output-scenario contract: scenario/skill/family frontmatter mapping to an existing rubric - INFO when absent), andreciprocal-boundary-pointers(C-5: a declaredCOLLISION_PAIRSentry must cross-point in both skills' "When NOT to Use" - FAIL if one-directional). - `when-not-to-use` upgraded INFO -> WARN: the section became a convention in the v2.26.0 rewrites and now should name the skill's neighbors; the stale "present in 1/27 shipped skills" rationale is removed.
- Each new check names its authoritative deterministic CI gate (
check-trigger-fixtures.mjs,check-output-eval-assets.mjs,check-reciprocal-boundary-pointers.mjs) so the interactive report and CI stay consistent.
Report schema is unchanged (the new checks live under ## Structural Checks), so the F-11 parser in utility-pm-skill-iterate is unaffected.
1.0.0 (2026-04-03)
Baseline row for the prior published version; see git history for its changes.
Validation Report: deliver-prd
Date: 2026-04-03 Skill version: 2.0.0 Validator version: 1.0.0 Report schema: v1 Result: WARN
Summary
deliver-prd passes all structural checks. Two quality findings: the output contract uses a generic template reference (acceptable but below v2.8 standard), and the skill lacks a "When NOT to Use" section (informational).
Errors: 0 | Warnings: 1 | Info: 1
Tier 2 findings are heuristic quality assessments and may require human review.
Structural Checks
- PASS | structural | name-match | frontmatter
namematches directory - PASS | structural | description-present | description exists
- PASS | structural | description-length | 31 words (20-100 range)
- PASS | structural | version-present | version "2.0.0"
- PASS | structural | updated-present | updated 2026-01-26
- PASS | structural | license-present | Apache-2.0
- PASS | structural | phase-classification | phase: deliver (domain skill, no classification field)
- PASS | structural | template-exists | references/TEMPLATE.md present
- PASS | structural | template-sections | 10 level-2 headers (≥3 required)
- PASS | structural | example-exists | references/EXAMPLE.md present
- PASS | structural | command-exists | commands/prd.md exists and references correct path
- PASS | structural | agents-entry | AGENTS.md entry found with matching path
Quality Checks
- WARN | quality | output-contract-coverage | Output Format section says "Use the template in
references/TEMPLATE.mdto structure the output" but does not enumerate template sections explicitly. Accepted as valid - this is the current library convention. - PASS | quality | checklist-verifiability | all 7 checklist items are specific and testable (e.g., "Success metrics are specific and measurable", "Document is readable in under 15 minutes")
- PASS | quality | example-completeness | EXAMPLE.md fills all 10 template sections with concrete content. No placeholder scaffolding detected. Line count: 212 (informational).
- PASS | quality | template-example-alignment | EXAMPLE.md section headers match TEMPLATE.md in order and naming
- PASS | quality | description-actionability | description includes trigger phrase: "Use when specifying features, epics, or product initiatives for engineering handoff"
- PASS | quality | instruction-clarity | 8 numbered steps with imperative verbs (Summarize, Define, Outline, Detail, Define, Address, Identify, Propose)
- PASS | quality | placeholder-leakage | no unresolved placeholders, HTML comments (except license header), or authoring notes found
- INFO | quality | when-not-to-use | no "When NOT to Use" section present (optional - present in 1/27 shipped skills)
Recommendations
1. WARN | output-contract-coverage | Target: skills/deliver-prd/SKILL.md Action: Consider enumerating the template sections explicitly in the Output Format section (e.g., "The output MUST include: Problem Summary, Goals, Solution Overview..."). Current generic reference is valid but below v2.8 standard. 2. INFO | when-not-to-use | Target: skills/deliver-prd/SKILL.md Action: Consider adding a "When NOT to Use" section to help users pick the right skill. Example: "Not for lightweight feature briefs -> use solution-brief instead."
---
Example Notes
This report demonstrates:
- All 12 Tier 1 structural checks passing (common for shipped skills)
- Tier 2 quality checks surfacing one WARN and one INFO against a well-established skill
- The WARN for
output-contract-coverageillustrates the "current conventions vs. v2.8 standard" framing - the skill is valid by current standards, but the validator surfaces the higher standard as a suggestion - The INFO for
when-not-to-useillustrates a finding that is purely optional guidance - Recommendations include target file paths and specific actions for each finding
- The overall Result is WARN (worst severity found), not FAIL
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 of the skill's compliance with structural conventions and quality criteria.}
Errors: {n} | Warnings: {n} | Info: {n}
Tier 2 findings are heuristic quality assessments and may require human review.
Structural Checks
{One line per Tier 1 check. Use pipe-delimited format:}
- {STATUS} | structural | {check-id} | {message}
{Include all checks from the Tier 1 table in SKILL.md Step 3. STATUS is PASS or FAIL.}
Quality Checks
{One line per Tier 2 check. Use pipe-delimited format:}
- {STATUS} | quality | {check-id} | {message}
{Include all checks from the Tier 2 table in SKILL.md Step 4. STATUS is PASS, WARN, or INFO. Tier 2 findings capped at WARN unless objectively grounded (placeholder-leakage can FAIL).}
Recommendations
{Only include checks that did NOT pass. Each recommendation includes the check ID, target file path, and a specific action.}
1. {STATUS} | {check-id} | Target: {file-path} Action: {what to do to resolve this finding}
{If all checks pass, write: "No issues found."}
Related skills
FAQ
What does utility-pm-skill-validate do?
utility-pm-skill-validate runs structured product validation before build work begins. The skill checks scope clarity, key assumptions, and readiness criteria for AI and agent-building initiatives so teams avoid coding unproven ideas.
When should teams invoke utility-pm-skill-validate?
utility-pm-skill-validate fits early decision gates when a feature or agent workflow is proposed but evidence, scope, and success criteria are not yet confirmed sufficient for implementation.