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Skill

/intent-layer

Set up hierarchical Intent Layer (AGENTS.md files) for codebases. Use when initializing a new project, adding context infrastructure to an existing repo, user asks to set up AGENTS.md, add intent layer, make agents understand the codebase, or scaffolding AI-friendly project

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crafter-station-skills
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Install
$ npx -y skills add crafter-station/skills --skill intent-layer --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/intent-layer

Context preview

The summary Claude sees to decide when to auto-load this skill.

Set up hierarchical Intent Layer (AGENTS.md files) for codebases. Use when initializing a new project, adding context infrastructure to an existing repo, user asks to set up AGENTS.md, add intent layer, make agents understand the codebase, or scaffolding AI-friendly project

SKILL.md

intent-layer.SKILL.md
name: intent-layer
version: 1.0.0
description: >
  Set up hierarchical Intent Layer (AGENTS.md files) for codebases.
  Use when initializing a new project, adding context infrastructure to an existing repo,
  user asks to set up AGENTS.md, add intent layer, make agents understand the codebase,
  or scaffolding AI-friendly project documentation.

Intent Layer

Hierarchical AGENTS.md infrastructure so agents navigate codebases like senior engineers.

Core Principle

**Only ONE root context file.** CLAUDE.md and AGENTS.md should NOT coexist at project root. Child AGENTS.md in subdirectories are encouraged for complex subsystems.

Workflow

1. Detect state
   scripts/detect_state.sh /path/to/project
   → Returns: none | partial | complete

2. Route
   none/partial → Initial setup (steps 3-5)
   complete     → Maintenance (step 6)

3. Measure [gate - show table first]
   scripts/analyze_structure.sh /path/to/project
   scripts/estimate_tokens.sh /path/to/each/source/dir

4. Decide
   No root file  → Ask: CLAUDE.md or AGENTS.md?
   Has root file → Add Intent Layer section + child nodes if needed

5. Execute
   Use references/templates.md for structure
   Use references/node-examples.md for real-world patterns
   Validate: one root, READ-FIRST directive, <4k tokens per node

6. Maintenance mode (when state=complete)
   Ask user:
   a) Audit nodes     → Use references/capture-protocol.md for SME questions
   b) Find candidates → Re-measure tokens, suggest new nodes
   c) Both

When to Create Child Nodes

| Signal | Action | |--------|--------| | >20k tokens in directory | Create AGENTS.md | | Responsibility shift | Create AGENTS.md | | Hidden contracts/invariants | Document in nearest ancestor | | Cross-cutting concern | Place at LCA |

Do NOT create for: every directory, simple utilities, test folders (unless complex).

Capture Questions

When documenting existing code, ask: 1. What does this area own? What's out of scope? 2. What invariants must never be violated? 3. What repeatedly confuses new engineers? 4. What patterns should always be followed?

Resources

**Scripts:**

  • `scripts/detect_state.sh` - Check Intent Layer state (none/partial/complete)
  • `scripts/analyze_structure.sh` - Find semantic boundaries
  • `scripts/estimate_tokens.sh` - Measure directory complexity

**References:**

  • `references/templates.md` - Root and child node templates
  • `references/node-examples.md` - Real-world examples
  • `references/capture-protocol.md` - SME interview protocol
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