Source profileQuality 94/100

product-on-purpose/pm-skills/skills/utility-pm-skill-iterate/SKILL.md

utility-pm-skill-iterate

Applies targeted improvements to an existing pm-skills skill based on feedback, validation reports, or convention changes. Reads current files, previews proposed changes, writes on confirmation, and suggests a version bump. Use when improving a skill after validation or feedback.

Source repository stars
565
Declared platforms
0
Static risk flags
2
Last source update
2026-08-25
Source checked
2026-08-25

Decision brief

What it does: where it fits

This skill improves an existing pm-skills skill by applying targeted changes based on input you provide. It reads the current skill files, proposes changes as before/after previews grouped by file, and writes them on your confirmation. After applying changes, it suggests a versi…

Best for

  • After running utility-pm-skill-validate and getting a report with findings
  • When you have specific feedback on a skill and want to apply it
  • When a repo convention changes and a skill needs to conform

Not for

  • To create a new skill from scratch - use utility-pm-skill-builder
  • To audit a skill before making changes - use utility-pm-skill-validate first

Compatibility matrix

Platform support, with evidence labels

PlatformStatusEvidenceWhat to check
CodexNot declaredNo explicit evidencePortability before use
Claude CodeNot declaredNo explicit evidencePortability before use
CursorNot declaredNo explicit evidencePortability before use
Gemini CLINot declaredNo explicit evidencePortability before use
Open the compatibility checker

Installation

Inspect first. Install second.

The source command is displayed only when detected. A safe inspection prompt is always available so your agent can explain every action before execution.

Source-detected install commandSource
npx skills add https://github.com/product-on-purpose/pm-skills --skill "skills/utility-pm-skill-iterate"
Safe inspection promptEditorial

Inspect the Agent Skill "utility-pm-skill-iterate" from https://github.com/product-on-purpose/pm-skills/blob/69df49c3eff24b3fa1a29d0bd6a35ae400af4f3e/skills/utility-pm-skill-iterate/SKILL.md at commit 69df49c3eff24b3fa1a29d0bd6a35ae400af4f3e. List every install step, command, network request, credential, file read/write, external action, and rollback step. Explain whether it fits my task. Do not install or execute anything until I approve.

Workflow

What the source asks the agent to do

  1. 01

    Instructions

    When asked to iterate on a skill, follow these steps:

    Directory name: deliver-prdFull path: skills/deliver-prd/SKILL.mdSlash command: deliver-prd
  2. 02

    Step 1: Identify the Target Skill

    Accept the skill name in any form: - Directory name: deliver-prd - Full path: skills/deliver-prd/SKILL.md - Slash command: deliver-prd

    Directory name: deliver-prdFull path: skills/deliver-prd/SKILL.mdSlash command: deliver-prd
  3. 03

    Step 2: Read Current Skill Files

    Read all files in the skill directory:

    Read all files in the skill directory:Record the exact content of each file at this point. You will compare against this content before writing in Step 5 (stale-preview guard).If reading files is not possible (MCP/embedded environment), ask the user to paste the relevant file contents before proceeding (see Degraded Mode).
  4. 04

    Step 3: Normalize Input into Intended Changes

    Regardless of input type, extract a structured list of intended changes before generating any edits. This normalization step is what makes the unified flow work consistently across all input types.

    Check for Report schema: v1 in the header. If absent or a differentParse the Recommendations section.Split each recommendation line on | to extract:
  5. 05

    Step 4: Preview Proposed Changes

    For each intended change, generate the proposed edit and present it as a before/after block grouped by file:

    For each intended change, generate the proposed edit and present it as a before/after block grouped by file:

Permission review

Static risk signals and limitations

Reads files

low · line 47

The documentation asks the agent to read local files, directories, or repositories.

Read all files in the skill directory:

Reads files

low · line 137

The documentation asks the agent to read local files, directories, or repositories.

*Before writing any file**, re-read each target file and compare its

Writes files

medium · line 147

The documentation asks the agent to create, modify, or delete local files.

Write the changes to each target file.

Evidence record

Why each signal appears

EvidenceSourceComputedTestedEditorial
SignalValueEvidence typeMeaning
Quality score94/100ComputedDocumentation, specificity, maintenance, and trust rules
Repository stars565SourceRepository attention, not individual Skill quality
Compatibility0 platformsSourceDeclared in the catalog source record
Usage guideautomated source guideEditorialGenerated or reviewed according to the visible evidence level

Pinned source

Provenance and original SKILL.md

Repository
product-on-purpose/pm-skills
Skill path
skills/utility-pm-skill-iterate/SKILL.md
Commit
69df49c3eff24b3fa1a29d0bd6a35ae400af4f3e
License
Apache-2.0
Collected
2026-08-25
Default branch
main
View the original SKILL.md

PM Skill Iterate

This skill improves an existing pm-skills skill by applying targeted changes based on input you provide. It reads the current skill files, proposes changes as before/after previews grouped by file, and writes them on your confirmation. After applying changes, it suggests a version bump class and offers to update HISTORY.md.

The iterator accepts any of these as input:

  • A validation report from utility-pm-skill-validate
  • Direct feedback ("the template is missing section X")
  • A convention change ("all skills now need a Limitations section")
  • A general improvement request ("make the example more realistic")

When to Use

  • After running utility-pm-skill-validate and getting a report with findings
  • When you have specific feedback on a skill and want to apply it
  • When a repo convention changes and a skill needs to conform
  • When a skill's example, template, or instructions need improvement
  • When iterating on a skill before a release

When NOT to Use

  • To create a new skill from scratch -> use utility-pm-skill-builder
  • To audit a skill before making changes -> use utility-pm-skill-validate first
  • To make bulk convention changes across many skills -> run utility-pm-skill-validate --all first to triage, then iterate one skill at a time

Instructions

When asked to iterate on a skill, follow these steps:

Step 1: Identify the Target Skill

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, stop and report: "Skill directory skills/{name}/ does not exist. Use utility-pm-skill-builder to create it."

Step 2: Read Current Skill Files

Read all files in the skill directory:

FileRequiredPurpose
SKILL.mdyesFrontmatter + instructions (the primary edit target)
references/TEMPLATE.mdyesOutput template
references/EXAMPLE.mdyesWorked example
HISTORY.mdnoVersion history (needed for Step 7)

Record the exact content of each file at this point. You will compare against this content before writing in Step 5 (stale-preview guard).

If reading files is not possible (MCP/embedded environment), ask the user to paste the relevant file contents before proceeding (see Degraded Mode).

Step 3: Normalize Input into Intended Changes

Regardless of input type, extract a structured list of intended changes before generating any edits. This normalization step is what makes the unified flow work consistently across all input types.

If the input is a validation report (from utility-pm-skill-validate):

  • Check for Report schema: v1 in the header. If absent or a different schema version, warn: "This report uses an unrecognized schema. I'll do my best but may miss structured fields."
  • Parse the ## Recommendations section.
  • Split each recommendation line on | to extract:
    • Position 1: severity (FAIL, WARN, INFO)
    • Position 2: check ID
    • After Target:: file path
    • After Action: (next line): what to change
  • Build the intended changes list from these fields.

If the input is free text (feedback, convention change, improvement request):

  • Read the input and identify what needs to change.
  • Map each change to a specific target file and section.
  • If the input is vague, ask ONE clarifying question before proceeding.

Present the normalized list for user confirmation:

Intended changes:
1. Target: skills/{name}/SKILL.md -> {section}
   Change: {what will change}
   Source: {validation report check ID | user feedback | convention change}
2. Target: skills/{name}/references/EXAMPLE.md -> {section}
   Change: {what will change}
   Source: {source}

If the user wants to modify the list (add, remove, or change items), adjust and re-present before proceeding.

Step 4: Preview Proposed Changes

For each intended change, generate the proposed edit and present it as a before/after block grouped by file:

### skills/{name}/SKILL.md

**{Section name} -- before:**
> {exact current content of the section being changed}

**{Section name} -- after:**
> {proposed new content for this section}

### skills/{name}/references/EXAMPLE.md

**{Section name} -- before:**
> {exact current content}

**{Section name} -- after:**
> {proposed new content}

Preview rules:

  • Group all changes by file. Show each file once, with all its changes.
  • Show enough surrounding context for the user to understand the change.
  • For small edits (a few lines), show the full section before and after.
  • For large edits (rewriting most of a section), show the section header and the first/last few lines of before, then the full after.
  • Do NOT show files that are not being changed.

Ask: "Apply these changes? [yes / no]"

If the user says no, ask what to adjust and return to Step 3 or Step 4.

Step 5: Apply Changes (with Stale-Preview Guard)

Before writing any file, re-read each target file and compare its content to what you recorded in Step 2.

If any target file has changed since Step 2:

  • Do NOT write any files.
  • Report: "File {path} has changed since the preview was generated. Regenerating preview with current content."
  • Return to Step 2 with the same intended changes list.

If all target files match:

  • Write the changes to each target file.
  • Update the updated field in SKILL.md frontmatter to today's date. (The updated field tracks when the file was last modified, regardless of whether a version bump is accepted.)
  • Byte-0 preservation: verify each rewritten file still has --- at byte 0 of the file (no preceding content). If the previous content violated byte-0 placement (e.g., HTML attribution comment on line 1), surface this defensively before applying other changes and offer to fix the placement as part of the same write. Reference: library/skill-output-samples/SAMPLE_CREATION.md Section 5.
  • Report what was written: list each file and a one-line summary of what changed.

Step 6: Suggest Version Bump

After changes are applied, classify the overall change and suggest a version bump class. Do NOT auto-write the version number.

Classification rules (from docs/internal/skill-versioning.md):

Change typeBump classExamples
Wording clarified, examples improved, typos fixedpatchReworded checklist item, better example scenario, description expanded
New optional capability or section addedminorNew optional output section, handles more scenarios, new quality check
Required contract changed, interaction pattern breaksmajorCommand renamed, required section removed, "done" definition narrowed

Tie-breaker: If a user must do something new to stay compliant with the skill's required contract, classify as major. If the new behavior is additive or optional, classify as minor. If the required behavior is unchanged and only clarified, classify as patch.

Present the suggestion:

Suggested bump: {class} ({reason}).
Current version: {current}.
Bump to {suggested}? [yes / override / skip]
  • yes: Write the new version to SKILL.md frontmatter.
  • override: Ask for the desired version, validate it's valid SemVer and higher than current, then write it.
  • skip: Leave the version unchanged. The user may bump it later during release prep.

Step 7: Offer HISTORY.md Update

After the version decision, produce a change summary and handle HISTORY.md based on the current state:

If HISTORY.md exists and version was bumped:

  1. Read HISTORY.md and validate its format:
    • Has a summary table with | Version | Date | Release | ... header
    • Versions are newest-first in the table
    • Each table version has a corresponding ## X.Y.Z section below
  2. If format is valid: offer to append. "Would you like me to add this version to HISTORY.md? [yes / no]" On yes: add a new row to the summary table (newest-first) and a new ## X.Y.Z section with the change summary.
  3. If format is invalid: warn and show the proposed content without writing. "HISTORY.md doesn't follow the expected format. Here's what I would add -- you can paste it manually:" Then show the proposed table row and version section.

If HISTORY.md does not exist and this is the skill's second version: Offer to create it. "This is the second version of this skill. Would you like me to create HISTORY.md with entries for both versions? [yes / no]" On yes: create HISTORY.md with the format from docs/internal/skill-versioning.md, including entries for both the original version (from release history or effort brief) and the new version.

If HISTORY.md does not exist and version was not bumped: No offer. HISTORY.md is premature until the skill has shipped a second version.

If HISTORY.md exists but version was not bumped (skip): No offer. The change summary is available in the conversation for the user to use at their discretion.

Step 8: Report Summary

Present a final summary:

## Iteration Complete: {skill-name}

**Files changed:**
- skills/{name}/SKILL.md -- {summary}
- skills/{name}/references/EXAMPLE.md -- {summary}

**Version:** {current} -> {new} ({class}) | or: unchanged (skipped)
**HISTORY.md:** updated | created | skipped | not applicable

**Next steps:**
- Run `utility-pm-skill-validate {name}` to verify the changes pass
- Run local CI: `bash scripts/lint-skills-frontmatter.sh`
- If satisfied, commit the changes

Degraded Mode

If you cannot read skill files directly (e.g., running via MCP or in an embedded environment without file system access):

  1. Validation-report-driven iteration is preferred in this mode. The report carries the context (check IDs, target paths, actions).
  2. For free-text iteration, ask the user to paste the content of each relevant file before proposing changes.
  3. The stale-preview guard (Step 5) cannot run -- note in the summary: "Applied without stale-preview check (file system not available)."
  4. HISTORY.md operations require the user to paste the current file content or confirm it does not exist.

Output Contract

The iterator MUST:

  • Normalize input into a structured intended-changes list before editing
  • Present all proposed changes as before/after previews grouped by file
  • Require explicit user confirmation before writing any file
  • Re-read target files before writing to guard against stale previews
  • Update the updated frontmatter field on every apply
  • Suggest a version bump class without auto-writing the version number
  • Handle HISTORY.md according to the rules in Step 7

The iterator MUST NOT:

  • Write files without showing a preview first
  • Write files without user confirmation
  • Auto-increment the version number without explicit confirmation
  • Create HISTORY.md for a skill still on its first version
  • Append to HISTORY.md without validating its format first

Quality Checklist

Before completing the iteration, verify:

  • Input was normalized into an intended-changes list before editing
  • All proposed changes were shown as before/after previews
  • User confirmed before any files were written
  • Stale-preview guard ran before writing (or noted as unavailable)
  • updated date was set to today in SKILL.md frontmatter
  • Version bump class was suggested with correct reasoning
  • Version was only written after explicit user confirmation
  • HISTORY.md was handled correctly per Step 7 rules
  • Final summary was presented with next steps

Examples

See references/EXAMPLE.md for a completed iteration demonstrating a validation-report-driven improvement to a real shipped skill.

Frequently asked questions

What to verify before installation and use

What does the utility-pm-skill-iterate source document cover?

This skill improves an existing pm-skills skill by applying targeted changes based on input you provide. It reads the current skill files, proposes changes as before/after previews grouped by file, and writes them on your confirmation. After applying changes, it suggests a versi…

How do I install utility-pm-skill-iterate?

The source record exposes this install command: npx skills add https://github.com/product-on-purpose/pm-skills --skill "skills/utility-pm-skill-iterate". Inspect the command and pinned source before running it.

Which permission-related actions were detected?

Static rules flagged read-files, write-files in the source; the page lists the matching lines and excerpts.

Alternatives

Compare before choosing

Computed 10045,511

coreyhaines31/marketingskills

ab-testing

When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," "hypothesis," "should I test this," "which version is better," "test two versions," "statistical significance," "how long should I run this test," "growth experiments," "experiment velocity," "experiment backlog," "ICE score," "experimentation program

Computed 10045,511

coreyhaines31/marketingskills

churn-prevention

When the user wants to reduce churn, build cancellation flows, set up save offers, recover failed payments, or implement retention strategies. Also use when the user mentions 'churn,' 'cancel flow,' 'offboarding,' 'save offer,' 'dunning,' 'failed payment recovery,' 'win-back,' 'retention,' 'exit survey,' 'pause subscription,' 'involuntary churn,' 'people keep canceling,' 'churn rate is too high,' 'how do I keep users,' or 'customers are leaving.' Use this whenever someone is losing subscribers o

Computed 10024,921

alirezarezvani/claude-skills

app-store-optimization

App Store Optimization (ASO) toolkit for researching keywords, analyzing competitor rankings, generating metadata suggestions, and improving app visibility on Apple App Store and Google Play Store. Use when the user asks about ASO, app store rankings, app metadata, app titles and descriptions, app store listings, app visibility, or mobile app marketing on iOS or Android. Supports keyword research and scoring, competitor keyword analysis, metadata optimization, A/B test planning, launch checklist

Computed 10015,122

wanshuiyin/Auto-claude-code-research-in-sleep

citation-audit

Use it for operations and research tasks; the detail page covers purpose, installation, and practical steps.