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skill-authoring-workflow

将原始的PM内容转化为符合标准、可发布的技能。在创建或更新仓库技能时使用，以确保不违反标准。

person作者: jakexiaohubgithub
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Purpose

Create or update PM skills without chaos. This workflow turns rough notes, workshop content, or half-baked prompt dumps into compliant skills/<skill-name>/SKILL.md assets that actually pass validation and belong in this repo.

Use it when you want to ship a new skill without "looks good to me" roulette.

Input

Bring the raw material and the intent — rough is fine; the workflow exists to get it the rest of the way:

  • Works best with: the source content (notes, transcript, framework, prompt sequence) or the existing skill you want to update
  • Also useful: the intended skill type (component/interactive/workflow), target audience, and any naming preference

If you supply this inline with your request (e.g., "turn research/pricing-workshop-notes.md into an interactive advisor"), the workflow starts at Phase 1 with that context — it won't re-ask for what you already gave. If you provide nothing, it opens by asking what content you want to turn into a skill and offers the entry modes from the facilitation protocol.

Example: Use skill-authoring-workflow: convert research/pricing-workshop-notes.md into an interactive pricing advisor.

Key Concepts

Dogfood First

Use repo-native tools and standards before inventing a custom process:

  • scripts/find-a-skill.sh
  • scripts/add-a-skill.sh
  • scripts/build-a-skill.sh
  • scripts/test-a-skill.sh
  • scripts/check-skill-metadata.py

Pick the Right Creation Path

  • Guided wizard (build-a-skill.sh): Best when you have an idea but not final prose.
  • Content-first generator (add-a-skill.sh): Best when you already have source content.
  • Manual edit + validate: Best for tightening an existing skill.

Definition of Done (No Exceptions)

A skill is done only when:

  1. Frontmatter is valid (name, description, intent, type)
  2. Section order is compliant (Purpose, Input, Key Concepts, Application, Examples, Common Pitfalls, References)
  3. Metadata limits are respected (name <= 64 chars, description <= 200 chars)
  4. Description says both what the skill does and when to use it
  5. The Input section says what the user can bring, shows an example invocation, tells the agent to use inline input instead of re-asking, and makes clear that arriving with partial or zero input is fine — in plain language, never runtime template syntax like $ARGUMENTS (rationale: CONTRIBUTING.md, "Why We Don't Use $ARGUMENTS")
  6. Intent carries the fuller repo-facing summary without replacing the trigger-oriented description
  7. Cross-references resolve
  8. README catalog counts and tables are updated (if adding/removing skills)

Facilitation Source of Truth

When running this workflow as a guided conversation, use workshop-facilitation as the interaction protocol.

It defines:

  • session heads-up + entry mode (Guided, Context dump, Best guess)
  • one-question turns with plain-language prompts
  • progress labels (for example, Context Qx/8 and Scoring Qx/5)
  • interruption handling and pause/resume behavior
  • numbered recommendations at decision points
  • quick-select numbered response options for regular questions (include Other (specify) when useful)

This file defines the workflow sequence and domain-specific outputs. If there is a conflict, follow this file's workflow logic.

Application

Phase 1: Preflight (Avoid Duplicate Work)

  1. Search for overlapping skills:
./scripts/find-a-skill.sh --keyword "<topic>"
  1. Decide type:
  • Component: one artifact/template
  • Interactive: 3-5 adaptive questions + numbered options
  • Workflow: multi-phase orchestration

Phase 2: Generate Draft

If you have source material:

./scripts/add-a-skill.sh research/your-framework.md

If you want guided prompts:

./scripts/build-a-skill.sh

Phase 3: Tighten the Skill

Manually review for:

  • Clear "when to use" guidance
  • One concrete example
  • One explicit anti-pattern
  • No filler or vague consultant-speak

Phase 4: Validate Hard

Run strict checks before thinking about commit:

./scripts/test-a-skill.sh --skill <skill-name> --smoke
python3 scripts/check-skill-metadata.py skills/<skill-name>/SKILL.md
python3 scripts/check-skill-triggers.py skills/<skill-name>/SKILL.md --show-cases

Phase 5: Integrate with Repo Docs

If this is a new skill:

  1. Add it to the correct README category table
  2. Update skill totals and category counts
  3. Verify link paths resolve

Phase 6: Optional Packaging

If targeting Claude custom skill upload:

./scripts/zip-a-skill.sh --skill <skill-name>
# or zip one category:
./scripts/zip-a-skill.sh --type component --output dist/skill-zips
# or use a curated starter preset:
./scripts/zip-a-skill.sh --preset core-pm --output dist/skill-zips

Examples

Example: Turn Workshop Notes into a Skill

Input: research/pricing-workshop-notes.md
Goal: new interactive advisor

./scripts/add-a-skill.sh research/pricing-workshop-notes.md
./scripts/test-a-skill.sh --skill <new-skill-name> --smoke
python3 scripts/check-skill-metadata.py skills/<new-skill-name>/SKILL.md

Expected result:

  • New skill folder exists
  • Skill passes structural and metadata checks
  • README catalog entry added/updated

Anti-Pattern Example

"We wrote a cool skill, skipped validation, forgot README counts, and shipped anyway."

Result:

  • Broken references
  • Inconsistent catalog numbers
  • Confusion for contributors and users

Common Pitfalls

  • Shipping vibes, not standards.
  • Choosing workflow when the task is really a component template.
  • Bloated descriptions that exceed upload limits.
  • Descriptions that say what the skill is but not when Claude should trigger it.
  • Descriptions that silently hit the 200-char limit and get cut off mid-thought.
  • Letting intent become a substitute for a weak trigger description.
  • Forgetting to update README counts after adding a skill.
  • Treating generated output as final without review.

References

  • README.md
  • AGENTS.md
  • CLAUDE.md
  • docs/Building PM Skills.md
  • docs/Add-a-Skill Utility Guide.md
  • Anthropic's Complete Guide to Building Skills for Claude
  • scripts/add-a-skill.sh
  • scripts/build-a-skill.sh
  • scripts/find-a-skill.sh
  • scripts/test-a-skill.sh
  • scripts/check-skill-metadata.py
  • scripts/check-skill-triggers.py
  • scripts/zip-a-skill.sh