aidd-overlay

Generates or updates CHANGELOG.md from git history following the Keep a Changelog format, commits the changelog, and creates a signed annotated tag. Use when a user wants to release or document changes: "generate changelog", "update CHANGELOG", "release v1.2.0", "tag this version", "what changed since last release". Do NOT use for writing release notes in a format other than Keep a Changelog, managing GitHub Releases UI, or bumping version numbers in package.json or Cargo.toml — this skill only manages CHANGELOG.md and git tags.

Audits a project's data layer (client + server) against a stack-aware checklist (N+1, query count, pagination, real-time listeners, payload size, cache strategy, quota/cost, indexing, security rules, observability) and produces a ranked roadmap. Detects the data-layer stack (Firebase, Supabase, Prisma, Drizzle, TypeORM, Sequelize, Mongoose, Django ORM, Laravel Eloquent, Doctrine, DynamoDB, GraphQL, tRPC, Hasura, raw REST) and reuses an existing template or proposes generating a new one. Use when the user mentions data perf, API perf, slow query, data-layer N+1 (queries répétées sur même collection/table — distinct from web-optimize's render-time N+1), Firestore quota, "trop de reads", "trop de requêtes", egress, rate limit, cold start, connection pool, réplication, read replica, sharding, "API lente", "backend lent", "DB perf", "audit data", "audit backend", or invokes /data-optimize.

Applies the Mikado method to decompose a user-supplied goal into a dependency graph via iterative Q&A, then generates YAML node files in mikado/<graphName>/. Use when a user wants to break down a complex goal into safe, incremental steps: "decompose this goal", "apply Mikado to", "break this into steps", "create a Mikado graph for", "how do I safely tackle". Do NOT use for generating implementation code, writing tests, managing tasks in aidd_docs/tasks/, or any task that does not involve decomposing a goal into a dependency graph.

Runs an interactive 5-question quiz on the project codebase or memory bank, embodied as Ada (Ada Lovelace persona), with adaptive difficulty, /20 scoring, coherence auditing, and automatic inconsistency task creation. Use when idle — waiting for tests, CI, or a background agent — and you want to learn or review the project: "quiz me", "dig into the codebase", "test my knowledge", "Ada, quiz me", "on révise le projet ?". Do NOT use for writing code, creating documentation, or managing tasks — use `aidd-dev:02-implement` or `aidd-dev:01-plan` instead.

Archives a plan file as processed, merges the current plan branch into the target branch, and deletes the local plan branch. Use when a user finishes a plan and wants to close it out: "end plan", "close this plan", "merge the plan branch", "archive the plan", "finish the plan branch". Do NOT use for pushing to remote automatically, force-deleting branches with uncommitted changes, creating new plans, or any task that is not about archiving a completed plan branch.