exit-review
Exit Review — Session Learning Classification v3.0
Classify accumulated learnings before session ends.
Classification
| Color | Meaning | Destination | Example |
|---|---|---|---|
| GREEN | Generic (useful for any project) | $VAULT_DIR/global/wiki/{category}/ |
"Use zod for runtime validation" |
| YELLOW | Project-specific | $VAULT_DIR/projects/{project}/wiki/ |
"Hook sanitize-secrets.js uses 28 patterns" |
| RED | Contains secrets or sensitive info | DISCARDED (never saved) | "API key is sk-..." |
Workflow
- Read accumulated learnings from session buffer
- For each learning:
a. Classify as GREEN/YELLOW/RED
b. If GREEN: write to
$VAULT_DIR/global/wiki/{category}/c. If YELLOW: write to$VAULT_DIR/projects/{project}/wiki/d. If RED: discard with warning - Update vault indices
Learning Format
---
type: learning
classification: GREEN
source: session-2026-04-04
confidence: 0.3
sessions_confirmed: 1
category: typescript
---
# Use zod for runtime validation at API boundaries
Runtime validation with zod catches type mismatches that TypeScript alone misses at API boundaries.
Particularly useful for external API responses where the shape is not guaranteed.
## Evidence
- Used successfully in auth endpoint validation
- Caught 3 type mismatches in first session
Trigger
- Automatically triggered by
Stopevent viasession-end-handoff.sh - Can be invoked manually:
/exit-review
Integration
session-accumulator.shcollects learnings during session- This skill classifies them at session end
vault-graduation.shpromotes high-confidence ones to rules at next SessionStart
More from alfredolopez80/multi-agent-ralph-loop
stop-slop
A skill for removing AI-generated writing patterns ('slop') from prose. Eliminates telltale signs of AI writing like filler phrases, excessive hedging, overly formal language, and mechanical sentence structures. Use when: writing content that should sound human and natural, editing AI-generated drafts, cleaning up prose for publication, or any content that needs to sound authentic rather than AI-generated. Triggers: 'stop-slop', 'remove AI tells', 'clean up prose', 'make it sound human', 'edit AI writing'.
10iterate
Ralph Loop pattern with swarm mode: iterative execution until VERIFIED_DONE with multi-agent coordination. Use when: (1) iterative refinement needed, (2) quality gates must pass, (3) automated validation required. Triggers: /iterate, 'iterate until done', 'keep trying', 'fix until passing', 'loop until done'.
2gemini-cli
|
2minimax
Custom skill for minimax
1clarify
Intensive requirement clarification using structured AskUserQuestion workflow. Gathers MUST_HAVE (blocking) and NICE_TO_HAVE (optional) information before implementation. Use when: (1) starting new feature implementation, (2) requirements are ambiguous, (3) multiple approaches possible, (4) before writing any code. Triggers: /clarify, 'clarify requirements', 'ask questions', 'gather requirements'.
1security
Security audit with Codex + MiniMax second opinion. Integrates ralph-security agent (6 quality pillars, OWASP A01-A10). Uses LSP for code navigation during analysis. Use when: (1) /security is invoked, (2) task relates to security functionality.
1