Retro Learn

Retro Learn Skill

> [!IMPORTANT]

> Convert delivery findings into skill, eval, workflow, and documentation improvements.

Optional args: slug=<feature>, ticket=<id/url>, mode=interactive|autonomous|channel, channel=<id>, auto_continue=true|false, profile=business|hybrid|technical.

Instructions

When the user asks to perform this workflow, execute the following steps:

Retro Learn Workflow

Goal: Turn defects, missed expectations, and delivery friction into durable standards improvements.

Steps

• Gather evidence:
• Review findings
• Bugs found during verification
• Security findings
• User corrections
• Failed or slow checks
• Token or context pain
• session-report artifacts
• Classify:
• Skill rule gap
• Eval coverage gap
• Workflow gap
• Documentation gap
• Tooling gap
• Specialist gap
• Environment-only issue
• Decide action:
• Existing skill should prevent it: update SKILL.md and evals/evals.json.
• No skill covers it: propose a new skill.
• Workflow caused drift: update .agents/workflows.
• Specialist caused drift: add budget, fallback, or output-format rule.
• Tooling can catch it: add or update an audit script.
• Verify learning:
• Run changed skill validation.
• Run eval alignment.
• Record remaining follow-ups.

Runtime Contract

• Use after delivery findings, corrections, or friction need converting into durable standards improvements.
• Required inputs: review findings, verification results, or session-report artifacts to classify.
• Return BLOCKED only when no evidence exists to classify.

Handoff Payload

• slug, root causes, skill/eval updates, follow-ups, next workflow.

Blocking Questions

• Ask max 3 at a time with a recommended default and 2-3 options.

Output Template

# Retro: [Name]

## Evidence

## Root Causes

| Finding | Category | Action |
| --- | --- | --- |
| [finding] | [category] | [action] |

## Skill Or Eval Updates

## Outcome Report
feature_status: implemented
requirement_trace: BRD-OBJ-* -> REQ-* -> AC-* -> SRS-* -> evidence
completed_evidence: []; missing_evidence: []; decision_needed: []; recommended_next_workflow: none

## Next Workflow

## Follow-Ups

## Cost Report
Call `get_session_cost(workflow="retro-learn")` before final handoff.