Utility Pm Skill Builder

<!-- PM-Skills | https://github.com/product-on-purpose/pm-skills | Apache 2.0 -->
# PM Skill Builder

This skill creates new PM skills for the pm-skills library. It produces a
Skill Implementation Packet - a complete design document with draft files
in a staging area for review before promotion to canonical locations.

## When to Use

- When you have an idea for a new PM skill
- When you want to add a domain skill (phase-specific), foundation skill
  (cross-cutting), or utility skill (meta/tooling) to the pm-skills library
- When a contributor needs guided skill creation that follows repo conventions

## When NOT to Use

- To modify or improve an existing skill → use `utility-pm-skill-iterate`
- To audit an existing skill against conventions → use `utility-pm-skill-validate`
- To create a skill for a non-pm-skills context → use a general agent skill builder
- To create a workflow → workflows are authored directly, not via this builder

## Instructions

When asked to create a new PM skill, follow these steps:

### Step 1: Understand the Idea

Accept the idea in either form:
- **Problem-first**: "What PM problem does this skill solve? Who runs into
  this problem, and what do they currently produce (or fail to produce)?"
- **Skill-first**: "Describe the skill you want to create. What artifact
  does it produce? What PM activity does it support?"

Both entry points produce the same downstream flow. If the user provides
one form, do not ask for the other - extract what you need and proceed.

If the idea is vague, ask ONE follow-up question to clarify the artifact
type and target audience before proceeding.

### Step 2: Gap Analysis

Check ALL existing skills for overlap. Use the Current Library Reference
table below AND scan the `skills/` directory for the latest inventory.

Present findings with specificity:
- Name each overlapping skill and explain what it covers
- Identify the specific gap this new skill would fill
- If overlap is high, trigger the Why Gate (see below)

**Why Gate** (triggers when overlap is found):
Ask the user: "Name 2-3 specific prompts or scenarios where the existing
skills fail to produce what you need."

**Kill Gate**: If the user cannot articulate convincing gaps, recommend
an alternative:
- "Revise [existing skill] to cover this case"
- "Create a workflow combining [skill A] + [skill B]"
- "Add a command variant, not a new skill"
- "This is a documentation improvement, not a new skill"

Do not proceed past the kill gate without either convincing evidence of
a gap or explicit user override.

### Step 3: Scope Check

Evaluate whether the idea should be ONE skill or MULTIPLE skills.

**Splitting signals:**
- The idea produces multiple distinct artifact types
- The idea crosses Triple Diamond phases (e.g., Discover + Deliver)
- The description naturally contains "and" connecting two activities

If splitting is warranted, present the recommendation:
"This seems to cover two distinct PM activities:
  1. [Activity A] → produces [Artifact A]
  2. [Activity B] → produces [Artifact B]
These work better as separate skills that can be chained via a workflow.
Want to proceed with just [Activity A] for now?"

### Step 4: Classification + Repo-Fit

Determine the skill's classification and naming:

**Domain skills** (phase-specific PM activities):
- Phase: discover | define | develop | deliver | measure | iterate
- Directory: `{phase}-{skill-name}`
- Frontmatter: `phase: {phase}` (required), no `classification` field

**Foundation skills** (cross-cutting, used across phases):
- No phase
- Directory: `foundation-{skill-name}`
- Frontmatter: `classification: foundation` (required), no `phase` field
- Use when: the skill applies to multiple phases equally

**Utility skills** (meta-skills, repo tooling):
- No phase
- Directory: `utility-{skill-name}`
- Frontmatter: `classification: utility` (required), no `phase` field
- Use when: the skill operates on the repo, workflow, or other skills

**Exemplar selection:**
Identify 1-2 existing skills that are the closest structural match:
- Same phase > same category > similar artifact type
- Read their SKILL.md to understand section structure, instruction style,
  output contract format, and quality checklist pattern
- Name the exemplars explicitly: "Modeled after [skill] - same phase,
  [category] category"

Present the classification and exemplar selection for user confirmation.

### Step 4.5: Eval Readiness (the eval contract)

A new skill must ship **eval-ready** so coverage never falls behind: routing health
and output quality are both measurable from day one. Decide the eval contract here,
then emit its assets in Step 5. Four parts:

**A. Nearest neighbors (C-2).** Name the new skill's 1-3 nearest neighbors - the
existing skills whose triggers most overlap. Derive them from the Step 2 gap analysis
plus same-phase / same-category siblings. These neighbors drive the boundary pointers
(below), the near-miss trigger fixtures (Step 5), and the collision probe (Step 7).

**B. Reciprocal boundary pointers (C-3).** The draft SKILL.md MUST include a
`## When NOT to Use` section that names each neighbor and says when to use that
neighbor instead. For every neighbor, also add the **reciprocal** pointer back: a
"When NOT to Use" bullet in the neighbor's SKILL.md pointing to the new skill. If the
overlap is strong enough to be a measured collision pair, add the pair to
`COLLISION_PAIRS` in `scripts/check-trigger-fixtures.mjs` so the reciprocity gate
(`check-reciprocal-boundary-pointers.mjs`) and the collision probe both cover it.
Reciprocal pointers are what kept the v2.26.0 rewrites collision-clean.

**C. Output-eval family (C-4).** Map the skill to an output-eval family rubric so its
artifact quality is measurable. Pick by phase/category:

| Family rubric | Covers (phase / kind) |
|---|---|
| `framing` | define-* problem/hypothesis/jtbd/opportunity/prioritization + foundation-okr-writer/persona/lean-canvas |
| `specification` | deliver-* prd/acceptance-criteria/user-stories/edge-cases/launch-checklist |
| `discovery` | discover-* interview-synthesis/competitive/market-sizing/journey/stakeholder |
| `technical` | develop-* adr/design-rationale/solution-brief/spike-summary |
| `measurement` | measure-* experiment-design/results/okr-grader/dashboard/instrumentation/survey |
| `learning` | iterate-* retrospective/lessons-log/pivot-decision/refinement-notes |
| `communication` | audience-facing: deliver-release-notes, foundation-stakeholder-update |

Family rubrics live at `docs/internal/eval-rubrics/{family}.md`. If the skill fits a
family that has a rubric, use that `family` value in the scenario frontmatter. If it
opens a NEW family (meeting/tool skills have none yet), note "no family rubric yet -
author one before the skill enters the output-eval roster" and skip the family value.

**D. Fixture + scenario plan (C-1, C-4).** Plan the two eval-asset files emitted in
Step 5: a `trigger-fixtures.json` (routing) and an `output-scenarios/<id>.md` (output
quality). Their shapes are specified in Step 5 items 13-14.

Present the neighbors + family + reciprocal-pointer plan for user confirmation before
generating the packet.

### Step 5: Generate Skill Implementation Packet

Produce the complete packet using `references/TEMPLATE.md` as the format.
The packet includes:

1. **Decision** - recommendation + Why Gate evidence (if applicable)
2. **Classification** - type, phase (if domain), category, directory name
3. **Overlap Analysis** - what was found, why this skill is still needed
4. **Exemplar Skills** - which existing skills modeled, why
5. **Draft Frontmatter** - complete, valid YAML block. The frontmatter MUST begin with `---` at byte 0 of the file (no preceding content of any kind, including HTML comments, BOM, or whitespace). Place any attribution comment AFTER the closing `---` fence, never before. Reference: `library/skill-output-samples/SAMPLE_CREATION.md` Section 5.
6. **Draft SKILL.md** - full content (not an outline), mirroring exemplar structure
7. **Draft TEMPLATE.md** - section headers with guidance comments
8. **Draft EXAMPLE.md** - complete, realistic example (150-300 lines) with a
   specific PM scenario, every section filled, optional sections demonstrated
   both filled and skipped
9. **Draft Command** - command frontmatter
10. **AGENTS.md Entry** - exact text to add
11. **Validation Checklist** - all CI rules checked against the draft
12. **Next Steps** - local CI, testing, contribution workflow
13. **Draft trigger-fixtures.json** (C-1, routing eval) - `evals/trigger-fixtures.json`:
    a JSON object `{ "schema": 1, "skill": "{name}", "runs_per_query": 3,
    "trigger_threshold": 0.5, "queries": [...] }`. The `queries` array needs **>= 16
    total**, **>= 8 with `"expect": "trigger"`** (drawn from the skill's real intents,
    NOT just artifact keywords - include intent-only asks) and **>= 8 with
    `"expect": "no-trigger"`**, of which **>= 2 are near-misses** aimed at the Step 4.5
    neighbors (mark them `"near_miss_of": "{neighbor}"`). Split each class ~60/40 across
    `"split": "train"` / `"split": "validation"`. This is the B-4 fixture contract
    (`scripts/check-trigger-fixtures.mjs`).
14. **Draft output-scenario** (C-4, output-quality eval) - `evals/output-scenarios/{id}.md`:
    frontmatter `scenario: {id}` / `skill: {name}` / `family: {family from Step 4.5}` /
    `created: {date}`, then a realistic input brief (>= 100 chars of body) that gives the
    skill arm and a freehand control the same raw material. This is the B-7 asset contract
    (`scripts/check-output-eval-assets.mjs`). Omit `family` only if Step 4.5 found no
    rubric yet.

### Step 6: Write to Staging Area

Write all generated files to the staging area:

```
_staging/pm-skill-builder/{skill-name}/
├── SKILL.md               ← draft skill file
├── references/
│   ├── TEMPLATE.md        ← draft template
│   └── EXAMPLE.md         ← draft example
├── evals/
│   ├── trigger-fixtures.json        ← draft routing fixtures (C-1)
│   └── output-scenarios/{id}.md     ← draft output-quality scenario (C-4)
└── command.md             ← draft command
```

> **Note**: `_staging/` is gitignored - draft artifacts never ship in releases.
> The staging folder is discarded after promotion.

Report what was written and where.

### Step 7: Promote (on confirmation)

Ask: "Review the packet above. When ready, I'll promote the files to
their canonical locations. Proceed? [yes/no]"

If yes, promote by copying each file from staging to its canonical path:

| Staging file | Canonical location |
|--------------|--------------------|
| `_staging/pm-skill-builder/{skill-name}/SKILL.md` | `skills/{dir-name}/SKILL.md` |
| `_staging/pm-skill-builder/{skill-name}/references/TEMPLATE.md` | `skills/{dir-name}/references/TEMPLATE.md` |
| `_staging/pm-skill-builder/{skill-name}/references/EXAMPLE.md` | `skills/{dir-name}/references/EXAMPLE.md` |
| `_staging/pm-skill-builder/{skill-name}/evals/trigger-fixtures.json` | `skills/{dir-name}/evals/trigger-fixtures.json` |
| `_staging/pm-skill-builder/{skill-name}/evals/output-scenarios/{id}.md` | `skills/{dir-name}/evals/output-scenarios/{id}.md` |
| `_staging/pm-skill-builder/{skill-name}/command.md` | `commands/{command-name}.md` |

Where `{dir-name}` is the classification-prefixed directory (e.g., `deliver-change-communication`).

Then:
1. Create the target directories: `skills/{dir-name}/references/` and `skills/{dir-name}/evals/output-scenarios/`
2. Copy each file to its canonical location
3. Append the AGENTS.md entry from the packet; if Step 4.5 declared a collision pair, add it to `COLLISION_PAIRS` in `scripts/check-trigger-fixtures.mjs` and add the reciprocal "When NOT to Use" bullet to each neighbor's SKILL.md
4. Run CI validation: `bash scripts/lint-skills-frontmatter.sh && bash scripts/validate-agents-md.sh && bash scripts/validate-commands.sh`, then the eval-asset gates `node scripts/check-trigger-fixtures.mjs`, `node scripts/check-output-eval-assets.mjs`, `node scripts/check-reciprocal-boundary-pointers.mjs`, and the collision probe `node scripts/check-new-skill-collision.mjs --skill={name}` (C-2 - confirms the new skill recalls its own triggers and steals none of a neighbor's). Regenerate the catalog surfaces: `node scripts/gen-skill-manifest.mjs && node scripts/gen-skill-manifest.mjs --agents`
5. If validation passes, delete the staging folder: `_staging/pm-skill-builder/{skill-name}/`
6. If validation fails, report the error and keep staging intact for fixes

Design rationale lives in the GitHub issue, PR, or effort brief - not
in a permanent packet file.

Provide post-promotion guidance:
- "Run CI locally: `bash scripts/lint-skills-frontmatter.sh`"
- "Test the skill: try `/{command-name}` with a realistic scenario"
- "If contributing: create a GitHub issue with the skill-proposal template,
  then open a PR"

## Current Library Reference

Use this table for gap analysis - it reflects the current skill inventory.
Also scan the `skills/` directory for the latest authoritative count.

### Domain Skills (30)

| Phase | Skill | Category | Description |
|-------|-------|----------|-------------|
| discover | competitive-analysis | research | Structured competitive landscape analysis |
| discover | interview-synthesis | research | User research interview synthesis |
| discover | stakeholder-summary | research | Stakeholder needs and influence mapping |
| discover | market-sizing | research | TAM/SAM/SOM market sizing across frameworks |
| discover | journey-map | research | Customer journey map with emotional curve and opportunities |
| define | hypothesis | ideation | Testable hypothesis with success metrics |
| define | jtbd-canvas | problem-framing | Jobs to Be Done canvas |
| define | opportunity-tree | problem-framing | Opportunity solution tree |
| define | problem-statement | problem-framing | Clear problem statement with success criteria |
| define | prioritization-framework | problem-framing | Run RICE/ICE/MoSCoW/Kano prioritization across frameworks |
| develop | adr | specification | Architecture Decision Record |
| develop | design-rationale | specification | Design decision reasoning |
| develop | solution-brief | ideation | One-page solution overview |
| develop | spike-summary | coordination | Technical/design spike results |
| deliver | acceptance-criteria | specification | Given/When/Then acceptance criteria |
| deliver | edge-cases | specification | Edge cases and error states |
| deliver | launch-checklist | coordination | Pre-launch checklist |
| deliver | prd | specification | Product Requirements Document |
| deliver | release-notes | coordination | User-facing release notes |
| deliver | user-stories | specification | User stories with acceptance criteria |
| measure | dashboard-requirements | validation | Analytics dashboard spec |
| measure | experiment-design | validation | A/B test or experiment design |
| measure | experiment-results | reflection | Experiment results and learnings |
| measure | instrumentation-spec | validation | Event tracking specification |
| measure | okr-grader | reflection | OKR cycle-close scoring at the KR level |
| measure | survey-analysis | validation | Survey response analysis and synthesis |
| iterate | lessons-log | reflection | Structured lessons learned |
| iterate | pivot-decision | reflection | Pivot or persevere decision |
| iterate | refinement-notes | coordination | Backlog refinement outcomes |
| iterate | retrospective | reflection | Team retrospective |

### Foundation Skills (10)

| Skill | Category | Description |
|-------|----------|-------------|
| lean-canvas | problem-framing | One-page lean canvas across nine interlocking blocks |
| meeting-agenda | meeting | Attendee-facing pre-meeting agenda |
| meeting-brief | meeting | Private pre-meeting strategic preparation |
| meeting-recap | meeting | Post-meeting summary with decisions and actions |
| meeting-synthesize | meeting | Cross-meeting pattern synthesis from multiple recaps |
| okr-writer | coordination | Outcome-based OKR set authoring with coaching |
| persona | research | Evidence-calibrated product or marketing persona |
| stakeholder-update | meeting | Async stakeholder communication for non-attendees |
| stakeholder-briefings | communication | Master document plus audience-tailored briefings, one per stakeholder lens, each a traceable projection of the master |
| prioritized-action-plan | coordination | Ranked action plan with an optional handoff to run the work |

### Utility Skills (12)

| Skill | Category | Description |
|-------|----------|-------------|
| mermaid-diagrams | documentation | Mermaid diagram authoring with syntax validation |
| pm-skill-builder | coordination | This skill |
| pm-skill-iterate | coordination | Targeted improvements to an existing skill |
| pm-skill-validate | coordination | Audit a skill against structural conventions and quality criteria |
| slideshow-creator | communication | JSON-spec presentation generation across 18 slide types |
| update-pm-skills | coordination | Check for and apply pm-skills releases locally |
| pm-changelog-curator | coordination | Curate and format CHANGELOG entries |
| pm-critic | coordination | Critique a PM artifact against quality standards |
| pm-skill-auditor | coordination | Repo-wide cross-cutting governance audit (sub-agent dispatch) |
| pm-release-conductor | coordination | Guided release runbook walk (sub-agent dispatch) |
| pm-workflow-orchestrator | coordination | Governed multi-skill workflow runner (sub-agent dispatch) |
| pm-workflow-builder | coordination | Turn a proven chain into a staged draft workflow packet |

## Output Contract

The builder MUST produce draft files for the new skill:
- `SKILL.md` - full skill instructions (including a `When NOT to Use` section naming neighbors, C-3)
- `references/TEMPLATE.md` - output template with guidance comments
- `references/EXAMPLE.md` - complete worked example (150-300 lines)
- `evals/trigger-fixtures.json` - routing eval fixtures (C-1; B-4 contract)
- `evals/output-scenarios/{id}.md` - output-quality scenario + family rubric (C-4; B-7 contract)
- `command.md` - slash command file

All drafts are written to `_staging/pm-skill-builder/{skill-name}/` (gitignored).

On promotion, files are copied to canonical locations, AGENTS.md is
updated, and the staging folder is discarded.

## Quality Checklist

Before finalizing the packet, verify all items in both tiers:

### CI Validation (must pass)
- [ ] `name` matches directory name
- [ ] Description is 20-100 words (single-line, no multiline YAML)
- [ ] `version`, `updated`, `license` all present
- [ ] Classification correct (domain → `phase:`, foundation/utility → `classification:`)
- [ ] Directory name follows convention: `{phase/classification}-{skill-name}`
- [ ] TEMPLATE.md has ≥3 `##` sections
- [ ] Command file references correct skill path
- [ ] AGENTS.md entry uses `####` + `**Path:**` format

### Quality Checks (should pass)
- [ ] Gap analysis checked all existing skills (not just same-phase)
- [ ] Why Gate evidence is specific (names prompts/scenarios, not vague)
- [ ] EXAMPLE.md is a complete artifact (150-300 lines), not an outline
- [ ] Output contract is present in draft SKILL.md
- [ ] Quality checklist is present in draft SKILL.md

### Eval contract (C-1..C-4; ship eval-ready)
- [ ] Nearest neighbors named (C-2); `When NOT to Use` section points to each
- [ ] Reciprocal "When NOT to Use" pointer added back from each neighbor (C-3); collision pair added to `COLLISION_PAIRS` if strong overlap
- [ ] `evals/trigger-fixtures.json` present and meets the B-4 contract (>=16 queries, >=8/class, >=2 near-misses, train/validation split)
- [ ] `evals/output-scenarios/{id}.md` present with `scenario`/`skill`/`family` frontmatter mapping to an existing rubric (or family deferred with a noted reason)
- [ ] Collision probe run (`check-new-skill-collision.mjs --skill={name}`): the new skill recalls its triggers and steals none of a neighbor's

## Examples

See `references/EXAMPLE.md` for a completed Skill Implementation Packet
demonstrating a realistic domain skill creation.