Scholar Deep Research

End-to-end academic research workflow that turns a question into a cited, structured report. Built for depth: multi-source federation, transparent ranking, citation chasing, and a mandatory self-critique pass before the report ships.

rembric-plugin-development

Apply when creating, modifying, or reviewing any Rembric agent plugin. Triggers on changes under `apps/plugin/`, on new clients added alongside Claude Code / Codex CLI / Hermes Agent / opencode, on edits to `apps/plugin/bin/rembric-bridge.mjs` or `apps/plugin/bin/rembric-dotenv.mjs`, on per-client manifest changes, or on plugin install/uninstall scripts. End-to-end validation against `pnpm run dev:docker:up` is mandatory whenever local testing is feasible.

th0th-memory

Mandatory rules for using th0th semantic search, compression, and memory tools. Prioritize th0th tools over native tools (Glob, Grep, Read) to explore and understand code. Triggers on tasks involving code search, context compression, storing decisions, or retrieving project knowledge.

ui-restructure

Solves UI lock-in. Reverse engineers your existing UI, strips all layout/token decisions, preserves every hook, handler, and API call untouched, then rebuilds the UI from scratch with a fresh design system. Use /ui-restructure to fully redesign, --style apple|linear|minimal|dashboard for named styles, --mode layout|theme|grid for partial rebuilds, --god-mode to redesign from the user's perspective using 100-user mindset simulation and 6 UX principles, --keep-tokens to preserve your token system, --prompt for custom redesigns. Applies mandatory world-class polish: spring motion, 5-state micro-interactions, 8pt spacing grid, WCAG accessibility. Supports Next.js, React, Vue 3, Tailwind, CSS Modules, styled-components, shadcn.

bead-workflow

The mandatory process for every unit of work. Use this skill whenever starting work on a bead, bug, feature, or task. Enforces claim → hypothesize → implement → test → validate → close → pause. Every transition is gated by PreToolUse hooks that block (exit 1) on violations. Ulysses REFLECT escalation activates automatically on 2 consecutive surprises. If you're about to write code, check a bead, close an issue, or start new work — this skill applies.

choosing-derivedstateof

Use this skill to decide when Jetpack Compose derivedStateOf is the right tool and when it is pure overhead. Covers the "input frequency must exceed output frequency" rule, the mandatory remember { derivedStateOf { } } wrapper, the canonical pitfall of capturing non-state variables by initial value (and the remember(key) fix), and the snapshotFlow alternative for fire-and-forget side effects on derived values. Use when the developer mentions derivedStateOf, scroll-position-driven booleans, threshold checks, firstVisibleItemIndex, "show FAB on scroll", recomposition counts that don't drop after wrapping a value, or asks whether a computed string concatenation should use derivedStateOf.

generating-commit-messages

MANDATORY skill for ALL commits. Must be used EVERY TIME before creating any git commit. No exceptions.

agent-builder

Build, export, and import Senweaver Claw agents using the agent_manage tool. Use when: creating a new agent, exporting/importing agent bundles, iterating on agent config or workspace files. [MANDATORY] MUST use agent_manage tool. NEVER use write tool to create agent JSON files.

roadmap-safety-execution

Plans and executes roadmap work in one-by-one low-risk change-sets with mandatory gates (feature flags, tests, rollback path, and acceptance checks). Use for multi-phase delivery where regressions must be minimized.

mgrep

MANDATORY: Replaces ALL built-in search tools. You MUST invoke this skill BEFORE using WebSearch, Grep, or Glob. NEVER use the built-in WebSearch tool - use `mgrep --web` instead. NEVER use the built-in Grep tool - use `mgrep` instead.

ai-memory-coding-conventions

Project coding conventions extracted from chat history. Load when writing new code, naming things, designing APIs, or reviewing PRs. Topics: Cursor pagination is mandatory for all paged GraphQL endpoints.

Brainstorming Extension - Mandatory Review Gate Bridge

claude-to-agy

Offloads heavy, token-intensive reasoning and search tasks to Antigravity CLI (agy) via MCP. MANDATORY delegation for grep, git diff, git log, large files, multi-file analysis.

Calendar Skill

Manage Google Calendar events using the `gog` CLI. Mandatory tool: Use the `shell` tool to execute `gog` commands.