热门技能
当前社区里最受关注、增长最快的技能。
review-pr
marin-community
Review an explicitly identified Marin pull request against the repository's correctness and maintainability expectations.
commit
marin-community
Use only when a change is ready to commit, push, or open or update its pull request; do not activate during implementation.
triage-canary
marin-community
Triage a failed canary ferry run only when invoked by CI with the required CANARY context.
change-grug
marin-community
Modify or upstream behavior in a named Grug/Grugformer experiment variant.
marina-applet
marin-community
Build, validate, publish, update, inspect, query, roll back, or archive a dynamic Marina applet. Use for Artifact+-style web apps that should run behind Marina authentication, carry small bundled assets or data, use an applet-owned Postgres schema, or add a trusted Python ASGI backend without a Marina image deployment.
fix-docs
marin-community
De-rot Markdown under lib/iris, lib/zephyr, or lib/fray only when explicitly requested.
writing-style
marin-community
Apply Marin house style when producing or revising commit, pull-request, issue, comment, documentation, report, or blog prose.
background-research
marin-community
Perform an explicitly requested prior-work search for a Marin research, design, or experiment decision and produce a cited brief.
noslop
marin-community
Deslop, simplify, or review low-value tests and prose only when explicitly requested for a branch or diff.
debug
marin-community
Diagnose a stated code, JAX, Marin, Iris, Zephyr, or TPU fault or startup/performance regression; do not activate for ordinary implementation or optimization without a symptom.
ab-test-zephyr
marin-community
Run an explicitly requested Zephyr control/treatment benchmark on the same pre-normalized sample and compare Finelog stage metrics.
ra-video-wash-pipeline
Pluviobyte
End-to-end Chinese video washing pipeline. Use when the user provides a Bilibili, Douyin, Xiaohongshu, YouTube, web video URL, or local video file and asks for 视频洗稿, 视频二创, 洗稿并制作视频, 链接视频改写, 提取逐字稿后洗稿, or producing a new AI video from a source video. Orchestrates ra-逐字稿提取skill and ra-洗稿, ending at the 01-内容生产/视频工作台/待制作/ handoff queue; production continues through ra-video-production-director only on explicit request (直接制作/直接出片/一条龙).
use-iris
marin-community
Use Iris to submit, inspect, debug, monitor, or recover jobs and tasks; diagnose scheduling and federation; deploy controllers; or reserve dev GPUs and TPUs. Use for ordinary Iris operations, including babysitting a job, controller rollouts, accelerator sessions, and stuck CoreWeave pods. Use a narrower production-run or Zephyr skill when that workflow is explicitly requested.
gtars
K-Dense-AI
High-performance toolkit for genomic interval analysis in Rust with Python bindings. Use when working with genomic regions, BED files, coverage tracks, overlap detection, tokenization for ML models, or fragment analysis in computational genomics and machine learning applications.
openalgo-chart-indicator
marketcalls
Add a built-in openalgo-charts indicator, restyle it, build a settings UI from its descriptor, or author a custom indicator with registerIndicator or the Tier-2 external-data contract. Use when the user asks to add RSI/MACD/Bollinger/Supertrend or any indicator, change indicator colors or periods, or write their own indicator.
openalgo-chart-plugin
marketcalls
Extend openalgo-charts with a custom primitive, drawing tool, chart type, or indicator descriptor. Use when the user wants a custom overlay, annotation, band, zone, marker layer, hand-drawn tool, or a series style the library does not ship.
openalgo-chart-setup
marketcalls
Scaffold a working openalgo-charts chart in an existing project - detects the host (React, Next.js, Vue, vanilla bundler, or plain script tag), installs the right tiers, and writes a chart that renders real data. Use when the user asks to add a chart, set up openalgo-charts, or get a first chart running.
openalgo-chart-debug
marketcalls
Diagnose an openalgo-charts problem - blank or invisible chart, bars in the wrong place, unknown series type or indicator errors, misaligned indicators, drawings that drift, a chart that will not repaint or resize, live ticks not appearing, linked charts out of step, stale cached prices, an unknown interval code, or a broken bundle import. Use when a chart is not behaving as expected.
openalgo-chart-terminal
marketcalls
Build a full trading terminal on openalgo-charts - symbol search, interval switcher, chart-type picker, indicator menu, drawing rail with clipboard, live OpenAlgo REST plus WebSocket data behind a warm-load bar cache, on-chart order lines with drag-to-modify, market depth, a settings dialog and context menu, market replay, symbol comparison, a linked split view, and layout persistence. Use when the user asks for a trading terminal, a charting workstation, on-chart trading, a linked chart grid, or to wire orders onto a chart.
update-model-pricing
agentconnect-md
Verify and refresh AgentConnect's daemon-side public OpenAI fallback pricing, exact model aliases, long-context and cache rules, and regression tests. Use when OpenAI model prices or IDs change, fallback cost becomes missing or stale, codex-acp changes its token mapping, or someone asks to audit or update packages/daemon/src/usage/openai-public-pricing.ts.
chat-export-report
Innei
Use when user provides exported chat history (WeChat / Telegram / iMessage / QQ exports as .md / .txt / .json) and asks "我和 X 聊了啥"、"看完整个 md"、"细说 XX"、"是不是有 Y"、"what did I and X talk about", wants topical breakdown, requests detail on specific themes (relationships / work / health / events), or seeks honest interpretation of conversation dynamics. Triggers on large chat dumps (>1000 lines) where direct full read is impractical.
code-review
vectorize-io
Review changed code against project standards. Checks for missing tests, dead code, type safety, lint issues, and coding conventions. Run after completing any implementation work.
hindsight-architect
vectorize-io
Expert memory architect. Understands your application, identifies where memory adds value, and produces an implementation plan with bank config, tag schema, and code.
hs-release
vectorize-io
Cut a core Hindsight release (vX.Y.Z) and open the changelog + blog PR. Use when asked to cut/start a release, bump the version, or publish a new Hindsight version.