Agent Skills: Skill Creator+

Create or review a reusable skill (SKILL.md) that packages a workflow, and decide whether the request should be a skill instead of a prompt, instruction, agent, or hook. Use when creating a new skill, extracting a workflow from a conversation, updating an existing skill, reviewing SKILL.md quality, or fixing weak skill triggering. Triggers on "create skill", "/create-skill", "new skill", "review skill", "fix skill trigger", "SKILL.md", "スキル作成".

UncategorizedID: aktsmm/agent-skills/skill-creator-plus

Install this agent skill to your local

pnpm dlx add-skill https://github.com/aktsmm/Agent-Skills/tree/HEAD/skill-creator-plus

Skill Files

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skill-creator-plus/SKILL.md

Skill Metadata

Name
skill-creator-plus
Description
Create or review a reusable skill (SKILL.md) that packages a workflow, and decide whether the request should be a skill instead of a prompt, instruction, agent, or hook. Use when creating a new skill, extracting a workflow from a conversation, updating an existing skill, reviewing SKILL.md quality, or fixing weak skill triggering. Triggers on "create skill", "/create-skill", "new skill", "review skill", "fix skill trigger", "SKILL.md", "スキル作成".

Skill Creator+

Design and review reusable skills that trigger reliably and stay lean.

Decision Flow

Start by deciding whether the user really needs a skill.

| Need | Use | | --------------------------------------------------------------------------- | ---------------- | | Reusable multi-step workflow with bundled scripts, references, or templates | Skill | | Single focused slash task with parameterized input | Prompt | | Always-on or file-scoped guidance | Instruction | | Persona, tool restrictions, delegation, or handoffs | Custom Agent | | Deterministic enforcement or lifecycle automation | Hook |

If the answer is not Skill, stop and create the right primitive instead.

上表は「skill にすべきか」の即時ゲート。primitive 選択の詳細 SSOT は agentic-workflow-guide skill。

references/customization-primitives.md for the full selection guide

When to Use

  • Create skill, /create-skill, new skill, review skill, fix skill trigger, SKILL.md, workflow, スキル作成
  • Creating a new skill from scratch
  • Extracting a repeated workflow from a conversation, incident, or checklist
  • Updating or refactoring an existing skill
  • Reviewing existing SKILL.md files
  • Deciding whether a customization should be a skill before authoring it

Start Here

  1. Extract the workflow you want to package.
  2. Clarify only the missing dimensions: target outcome, personal vs workspace scope, checklist vs full workflow.
  3. Draft the smallest useful SKILL.md, then move detail into references.

License And Validation Gate

Classify the target before creating or changing it: self-authored, third-party, or derivative. A self-authored target uses independent content; copying this Skill's prose, code, templates, or notices makes it a derivative and requires preserved upstream evidence.

For a new self-authored Skill, propose CC BY-NC-SA 4.0 as a candidate, show the exact display attribution, and get confirmation. Do not silently copy this Skill's Apache-2.0 license into the target. Preserve an existing or upstream license when updating or importing.

Use the target license profiles and validation lanes. Baseline review is always required; Python helpers and packaging are conditional.

Core Principles

| Principle | Description | | -------------------------- | -------------------------------------------------------------------- | | Concise is Key | Context window is shared. Only add what Claude doesn't already know. | | Discovery First | The description is the routing surface. Triggers must be explicit. | | Degrees of Freedom | Match specificity to task fragility (high/medium/low freedom) | | Progressive Disclosure | Split into 3 levels: Metadata → Body → References | | Integrate Before Add | Update, merge, or replace existing guidance before appending more. | | Right Primitive | A good skill is not a fallback for prompt/agent/instruction design. | | Scope Before File | Decide workspace vs profile before creating anything. | | Self-Contained | The skill must carry its own knowledge. Bundle into references/scripts; do not just link to workspace files (instructions, memory, ledgers) that die when copied elsewhere. Abstract env-specific values (paths, names) into args/config. |

Default assumption: Claude is already very smart. Challenge each piece: "Does this justify its token cost?"

Before adding a new section, ask whether it can replace an existing rule, move to references/, or be dropped as session-specific.

Skill Structure

Keep routing and decisions in SKILL.md; put deterministic helpers in scripts/, on-demand detail in references/, and reusable outputs in assets/. References load on demand and are often never read, so any constraint that gates an irreversible action — allowlists, forbidden values, safety limits — stays inline in SKILL.md even when it reads like detail, with only its rationale in references/. See Skill Structure, including excluded files.

Creation Process

Use Creation Process: choose primitive and scope, extract the reusable workflow, plan resources, implement, validate, and test real trigger prompts.

Clarify if Needed

  • What outcome should this skill produce?
  • Should it live in workspace scope or personal scope?
  • Is a short checklist enough, or does it need a full multi-step workflow?

Refactor Order

When improving an existing skill, use this order:

  1. Delete stale or low-value guidance
  2. Merge duplicate rules
  3. Move long detail to references/
  4. Add genuinely missing guidance last

Frontmatter and Triggering

Use the smallest viable frontmatter: name, description, and only behavior-changing optional fields. name must match the folder and description must include trigger conditions.

Frontmatter details and silent failures: references/common-pitfalls.md

SKILL.md Guidelines

Keep SKILL.md lean: <150 lines is good, >300 lines must split to references. Start When to Use with user phrases, keep essential workflow only, and push long examples / schemas / recipes to references.

Detailed review criteria: references/skill-review-checklist.md

Iteration Loop

  1. Draft the skill and save it.
  2. Identify the weakest or most ambiguous parts.
  3. Tighten those parts, then summarize what the skill produces and example prompts to try.

Review Checklist

Use references/skill-review-checklist.md. For bloat review, use references/skill-bloat-review.md.

Key References

Use primitive choice, structure, creation, review checklist, bloat review, and common pitfalls. The structure gallery, workflows, and output patterns are optional examples.

Done Criteria

  • [ ] Request is confirmed to be a skill, not another primitive
  • [ ] Scope is decided before file creation
  • [ ] SKILL.md created and under 150 lines
  • [ ] Frontmatter has name + description with trigger conditions
  • [ ] Manually used skills have argument-hint
  • [ ] user-invocable is set intentionally
  • [ ] Optional fields are added only when they change behavior
  • [ ] Details moved to references/ (Progressive Disclosure)
  • [ ] Self-Contained: no hard reference to other skills / workspace files; env-specific values (paths, customer names, tenant IDs) abstracted
  • [ ] Review checklist passed