Migrate Redux or React Context to the correct state option (React Query for server state, nuqs for URL/shareable state, Zustand for global client state). Use when refactoring away from Redux/Context, moving state to the right store, or when the user asks to migrate state management.
Plan and apply Go dependency updates, including advisory-driven bumps, Trivy/govulncheck validation, and supply-chain review. Use when the user asks to update dependencies, refresh modules for security alerts, or run dependency vulnerability scans.
Shape output for a reader with ADHD: lead with the next action, number multi-step work, restate state across turns, suppress tangents, give specific time estimates, make wins visible. Invoke with /i-have-adhd; stays on until "stop adhd mode".
This skill encodes Emil Kowalski's philosophy on UI polish, component design, animation decisions, and the invisible details that make software feel great.
QuantDinger repo workflow for coding agents: layered contracts, safety boundaries, and where backend, strategies, and Docker live. Use when editing Python API, strategies, deployment, or docs/agent.
When generating a SuperPlane changelog from merged commits. Use for "what's new" summaries with new integrations, new components/triggers, improvements, security updates, and bug fixes. Output is user-focused markdown in tmp/.
When researching, classifying, drafting, or logging general SuperPlane issues (bug, enhancement, feature, papercut). Use for natural-language issue descriptions, tmp/pmlogger drafts, and optional GitHub MCP logging with labels.
Guides writing and reviewing pREST Docker/network integration tests under integration/ so each request is human-readable via step comments or table-driven descriptions. Use when adding or editing integration//test.go, HTTP controller E2E coverage, make test-integration, test-integration-postgres…
Guides classifying, gap-analyzing, and scaffolding support for a new SQL database in pREST (wire-compatible variants like TimescaleDB or new dialects). Use when adding database support, creating integration/ /, DIFFERENCES.md, adapters/ , per-DB docker-compose or GitHub workflows, or planning where config/app wiring…
Use CodeGraphContext (CGC) to index a repo into a graph DB and query it via CLI or MCP. Apply when the user wants semantic/code-graph search, call graphs, indexing, or configuring the codegraphcontext MCP server.
Adds Cursor Directory ambassador badges by name or email via Supabase. Resolves the person and sets users.isambassador. Use when the user asks to add, grant, or promote an ambassador, ambassador badge, or Cursor Ambassador.
Autonomously execute a plan under .planning/phases/ or .planning/quick/ (GSD PLAN.md files, or legacy flat/ongoing plans). Applies local wrap-up on every slice: Jidoka, post-change-refactor, plan update, commit, and push. Parallel waves OK when safe. Triggers on: execute plan, run plan, execute slices, start plan, do…
Refactor concepts implicated by the current uncommitted change before commit. Use concept-bounded scope even when completion requires untouched code, but Jidoka-stop before unapproved cross-subsystem refactoring. Remove duplication, unclear naming, shotgun surgery, dead / test-only / redundant code, and oversized…
Decompose work into GSD-aligned plans whose executable units are Behavior/Structure slices (one observable behavior per slice, stop-safe). Use when planning new features, breaking down large tasks, or when a fix / make-test-pass breakdown has overrun the time-box (see planning.mdc). Triggers on: plan, decompose…
Write a hermetic "tiny" model-saving test for an mflux model — a fast twin of the slow save/load test that runs the real ModelSaver/WeightLoader/WeightApplier seam on real component classes at toy dimensions, with no downloads or image generation. Use when asked to "make tiny test for ".
A skill for planning or implementing a stable control API for external agents or Claw systems. Its description is in Chinese and focuses on layered design, query and command handling, runtime serialization, and contract documentation.