---

name: learning description: >- Learning group router for research and productivity, routing pre-build interview and step-by-step coaching requests to specialist sub-skills. version: 2.0.0 verified-on: [cline]

Learning Group Router

0. Identity

• Role: Learning Sub-Group Router and Dispatcher.
• Authority: Normative group router for skills/research-and-productivity/learning/.
• Must not define: Direct interview or coaching execution; delegates to sub-skills.
• Normative base: core/decision-framework.md, shared/writing/writing-rules.md, docs/anti-patterns.md, docs/skill-standard.md.

1. Intent (9 Dimensions)

| # | Dimension | Value | | --- | ---------------- | -------------------------------------------------------------------------------------------- | | 1 | Task | Classify learning requests and dispatch to build-spec-interviewer or step-by-step-coach. | | 2 | Target Tool | Any agent runtime: Claude Code, Cursor, Copilot, Windsurf, Kiro, Cline, raw API. | | 3 | Output Format | Structured routing decision and handoff to target learning sub-skill. | | 4 | Constraints | Router executes no coaching or interviewing tasks directly. | | 5 | Input | User request to interview before building or coach through a process. | | 6 | Context | Prevents premature execution and unguided learning workflows. | | 7 | Audience | Requesting users and non-technical learners. | | 8 | Success Criteria | Exactly one target learning sub-skill resolved deterministically. | | 9 | Examples | See Section 10. |

2. Trigger Matrix

| Category | Trigger | Target Skill File Path | | ------------------- | ----------------------------------------------------------------------- | ------------------------------------------ | | Pre-Build Interview | Interview user with 10-15 questions before building non-trivial request | learning/build-spec-interviewer/SKILL.md | | Step-by-Step Coach | Walk beginner through multi-step process one confirmed step at a time | learning/step-by-step-coach/SKILL.md |

3. Execution Workflow

Step 1: Analyze Request

• Action: Classify request into pre-build interview vs step-by-step coaching.
• Input: User prompt text.
• Stop Condition: Ask user if intent is ambiguous.
• Validation: Matches Trigger Matrix.

Step 2: Resolve Target

• Action: Select target sub-skill path under skills/research-and-productivity/learning/.
• Input: Trigger Matrix.
• Stop Condition: Decline execution if out of scope.
• Validation: Target SKILL.md exists.

Step 3: Handoff

• Action: Delegate control to target SKILL.md.
• Input: Resolved target.
• Stop Condition: Handoff control.
• Validation: Sub-skill executes.

4. Output Specification

{
  "group": "learning",
  "target_skill": "skills/research-and-productivity/learning/build-spec-interviewer/SKILL.md"
}

5. Validation Gate

• [ ] Learning intent mapped to target sub-skill path.
• [ ] Target SKILL.md exists on disk.
• [ ] Router executes no learning logic directly.

6. Anti-Triggers

• Under-execution: Building a complex project without running the pre-build interview.
• Over-execution: Forcing a 10-question interview for a simple single-line typo fix.

7. Anti-Pattern Compliance

| Step | Prevents AP | Mechanism | | ---- | ---------------------- | ----------------------------------------------- | | 1 | AP-1 (vague task) | Demands classification before handoff. | | 3 | AP-4 (over-permissive) | Group router delegates execution to sub-skills. |

8. Versioning & Changelog

• Version: 2.0.0
• Changelog:
  • 2.0.0 — Learning group router created for skills/research-and-productivity/learning/.

9. Portability Matrix

| Runtime | Status | Notes | | ----------- | -------- | ------------------------------- | | Claude Code | verified | Learning sub-skill dispatcher. | | Cursor | verified | Learning rules routing. | | Copilot | verified | Custom instructions. | | Windsurf | verified | Learning directive routing. | | Kiro | verified | Skill runner handoff. | | Cline | verified | System prompt loading. | | Raw API | verified | Model-agnostic learning router. |

10. Examples

Input: "Walk me step-by-step through setting up a newsletter." Output: Target skills/research-and-productivity/learning/step-by-step-coach/SKILL.md.