自动化
工作流自动化与调度
ensemble-solving
mhattingpete
Generate multiple diverse solutions in parallel and select the best. Use for architecture decisions, code generation with multiple valid approaches, or creative tasks where exploring alternatives improves quality.
project-bootstrapper
mhattingpete
Sets up new projects or improves existing projects with development best practices, tooling, documentation, and workflow automation. Use when user wants to start a new project, improve project structure, add development tooling, or establish professional workflows.
git-pushing
mhattingpete
Stage, commit, and push git changes with conventional commit messages. Use when user wants to commit and push changes, mentions pushing to remote, or asks to save and push their work. Also activates when user says "push changes", "commit and push", "push this", "push to github", or similar git workflow requests.
generating-components
fusengine
Use when generating UI components, buttons, forms, cards, hero sections, or using design tools. Covers Gemini Design MCP, shadcn/ui, 21st.dev, and Tailwind CSS.
requesting-code-review
guanyang
Use when completing tasks, implementing major features, or before merging to verify work meets requirements
book-converter
bmad-labs
Convert EPUB books to high-quality formatted Markdown using pandoc and AI-assisted formatting. Use when the user provides an EPUB file path and wants to convert it to professionally formatted Markdown, similar to the Clean Code Collection formatting. This skill handles the complete workflow from EPUB extraction through AI-driven content formatting, including fixing PDF conversion artifacts, joining split paragraphs, correcting code blocks, standardizing headers, and creating proper Table of Contents.
subagent-driven-development
guanyang
Use when executing implementation plans with independent tasks in the current session
sync-construction-async-property-ui-render-gate-pattern
EpicenterHQ
Sync construction with async property pattern. Use when creating clients that need async initialization but must be exportable from modules and usable synchronously in UI components.
svelte
EpicenterHQ
Svelte 5 patterns including TanStack Query mutations, shadcn-svelte components, and component composition. Use when writing Svelte components, using TanStack Query, or working with shadcn-svelte UI.
skillforge
tripleyak
"Intelligent skill router and creator. Analyzes ANY input to recommend existing skills, improve them, or create new ones. Uses deep iterative analysis with 11 thinking models, regression questioning, evolution lens, and multi-agent synthesis panel. Phase 0 triage ensures you never duplicate existing functionality."
ln-401-task-executor
levnikolaevich
Executes implementation tasks (Todo -> In Progress -> To Review). Follows KISS/YAGNI, guides, quality checks. Not for test tasks.
workflow-guide
mhylle
Helps choose between solo, small team, and full team workflow modes
iterate-plan
mhylle
Update existing implementation plans through user feedback with thorough research and validation. Also migrates old checkbox-based plans to the new Task tools system. This skill should be used when iterating on implementation plans, updating plans based on new requirements, refining technical approaches in existing plans, migrating old plans to Task tools, or when the user wants to modify a previously created plan file. Triggers on requests like "update the plan", "change the implementation approach", "iterate on this plan", "migrate to new system", or when feedback is provided about an existing plan document.
game-changing-features
softaworks
Find 10x product opportunities and high-leverage improvements. Use when user wants strategic product thinking, mentions '10x', wants to find high-impact features, or says 'what would make this 10x better', 'product strategy', or 'what should we build next'.
cosmos-dbt-fusion
astronomer
Use when running a dbt Fusion project with Astronomer Cosmos. Covers Cosmos 1.11+ configuration for Fusion on Snowflake/Databricks with ExecutionMode.LOCAL. Before implementing, verify dbt engine is Fusion (not Core), warehouse is supported, and local execution is acceptable. Does not cover dbt Core.
creating-openlineage-extractors
astronomer
Create custom OpenLineage extractors for Airflow operators. Use when the user needs lineage from unsupported or third-party operators, wants column-level lineage, or needs complex extraction logic beyond what inlets/outlets provide.
dbos-typescript
dbos-inc
DBOS TypeScript SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing TypeScript code with DBOS, creating workflows and steps, using queues, using DBOSClient from external applications, or building applications that need to be resilient to failures.
concurrency
cosmix
Comprehensive concurrency and parallelism patterns for multi-threaded and async programming. Use when implementing async/await, parallel processing, thread safety, worker pools, or debugging race conditions and deadlocks. Triggers: async, await, thread, mutex, lock, semaphore, channel, actor, parallel, concurrent, race condition, deadlock, livelock, atomic, futures, promises, tokio, asyncio, goroutine, spawn, Arc, Mutex, RwLock, mpsc, select, join, worker pool, queue, synchronization, critical section, context switch.
patterns
mycelium-hq
Use when the user says /patterns or mentions the Instinct Engine, says "I keep noticing" or "this keeps coming up", after a weekly review, when a pattern is hardening, or at session end after repeated corrections, 5+ tool-call friction on a routine task, dead-end backtracking, or an undocumented discovery. Also as a silent pre-flight before fix/debug/build/refactor on a named surface. Not for weekly/monthly journal reviews, daily journaling, or one-off decisions.
sunday-review
mycelium-hq
'Use when the user asks for the weekly meta-review or Sunday wrap-up of their week and vault: says /sunday, /sunday-review, ''let''s do the weekly review,'' ''Sunday review,'' ''review my week,'' ''weekly retro,'' ''week in review,'' ''end-of-week review,'' or wants journals, patterns, vault health, and stale decisions reviewed together at week''s end. Not for a journal-pattern read alone (use /weekly) or mid-week single checks.'
health-setup
mycelium-hq
Use when the user says /health-setup or /setup-health, asks to set up or connect a wearable (Apple Watch, Apple Health, Oura Ring, Fitbit, Garmin, Whoop), asks how to import Oura / Fitbit / Apple Health data, asks which wearable to use, hits a failing health_vendor_healthcheck, a 429 rate limit, or an expired Fitbit token during setup, or has health-mcp installed with an empty body track. Not for querying already-imported data or building new connectors.
skillify-meta-loop
mycelium-hq
'Use when a recurring bug, support question, client incident, or manual task surfaces 2+ times, when a codified rule keeps getting violated despite being written down, when a teammate or client hits an issue anyone could hit, or when delivery/setup friction repeats. Triggers: "skillify this", "this keeps happening", "we hit this last week too", "make a skill for X", "automate this", "every client hits this", "I keep doing X manually", "turn this into a skill".'
kalodata-integrations
oyi77
Use when multi-platform integrations for Kalodata research. Connect Shopify
airflow-hitl
astronomer
Use when the user needs human-in-the-loop workflows in Airflow (approval/reject, form input, or human-driven branching). Covers ApprovalOperator, HITLOperator, HITLBranchOperator, HITLEntryOperator. Requires Airflow 3.1+. Does not cover AI/LLM calls (see airflow-ai).