Dev Learner

Dev Learner

Derived from oh-my-claudecode (MIT, Yeachan Heo). Adapted for the EvoNexus Engineering Layer.

Meta-skill: scan the current conversation for patterns that appeared 3+ times and propose extracting them as reusable skills. The "self-improving workspace" feedback loop.

Use When

• A long session involved repeated workflows that aren't yet skills
• You want to formalize a pattern you keep manually invoking
• Post-EPIC retrospective: what should have been a skill but wasn't?

Do Not Use When

• Single-pattern conversation → no extraction value
• The pattern is too specific to one project → keep as agent memory
• The pattern is already a skill → just document it better

Workflow

Phase 1 — Pattern Detection

Scan the conversation for:

• Repeated workflows — same sequence of agents called 3+ times
• Repeated prompts — similar instructions issued repeatedly
• Repeated outputs — same artifact format produced multiple times
• Repeated handoffs — same agent pair invoked together repeatedly

Phase 2 — Extraction

For each detected pattern:

1. Name it (e.g., "PR review pipeline", "Debug investigation flow")
2. Describe the trigger
3. Document the steps
4. Identify the agents involved
5. Identify the inputs and outputs

Phase 3 — Proposal

Propose the new skill:

• Name: suggested skill name (dev-{action} if engineering, {prefix}-{action} otherwise)
• Trigger: when to invoke
• Workflow: the steps
• Pairs with: which agents/skills

Phase 4 — Creation (optional)

If user accepts, hand off to skill-creator (builtin) to actually generate the skill file.

Output

## Learner Report — {session topic}

### Patterns Detected
1. **{Pattern name}**
   - Occurrences: 4 times
   - Steps: ...
   - Suggested skill: `dev-{action}`

2. **{Pattern name}**
   - ...

### Skill Proposals
[Detailed proposal for each detected pattern]

### Recommendation
[Which to extract first, which to skip]

Pairs With

• skill-creator (builtin) — to generate the actual skill file
• create-agent (builtin) — if the pattern warrants a new agent instead
• All 19 engineering agents (which patterns might be extracted from)

Anti-patterns

• Over-extraction (every 2-occurrence sequence becomes a skill)
• Under-extraction (missing genuine repeated patterns)
• Naming conflicts (proposing names that collide with existing skills)