代码生成
生成代码、脚手架和模板
autoresearch
Orchestra-Research
Orchestrates end-to-end autonomous AI research projects using a two-loop architecture. The inner loop runs rapid experiment iterations with clear optimization targets. The outer loop synthesizes results, identifies patterns, and steers research direction. Routes to domain-specific skills for execution, supports continuous agent operation via Claude Code /loop and OpenClaw heartbeat, and produces research presentations and papers. Use when starting a research project, running autonomous experiments, or managing a multi-hypothesis research effort.
critical-thinking-for-humans
Imbad0202
Trains the HUMAN user's critical thinking through four modes: drill (argument-analysis items with a single defensible answer, judge stance), scene (Socratic exploration of synthetic scenes or user-supplied material, no verdicts on interpretations), expedition (guided audit of impossible-tier problems from verified packs), and detective (a runtime-generated multi-layer case worked as an escape room, guide-and-judge stance). Use when the user wants to practice critical thinking, analyze arguments, hunt assumptions, examine bias, or train reasoning. Triggers: critical thinking practice, train my thinking, drill, scene, byom, spot manipulation tactics, scam literacy, 批判思考練習, 話術辨識, detective, 查案, 破案, 偵探.
briefing-note
brycewang-stanford
Structured policy briefing note (1-2 pages). Issue, background, analysis, options, recommendation. UK GES, Australian Treasury, consulting formats. Auto-populates from econstack data skills.
ldap-injection-testing
Ed1s0nZ
LDAP注入漏洞测试的专业技能和方法论
bayesian-workflow
brycewang-stanford
Opinionated Bayesian modeling workflow with PyMC and ArviZ. Contains critical guardrails (nutpie sampler, prior/posterior predictive checks, LOO-PIT calibration, prior sensitivity checks, 94% HDI, non-centered parameterizations, reproducible seeds) that agents won't apply unprompted — always consult before writing Bayesian model code. Trigger on: building probabilistic/Bayesian models, prior elicitation, MCMC inference, convergence diagnostics (divergences, R-hat, ESS), model comparison (LOO-CV, ELPD, stacking weights), hierarchical/multilevel models, count regressions, logistic regression with uncertainty, prior sensitivity analysis, reporting Bayesian results, or mentions of PyMC, ArviZ, InferenceData, credible intervals, posterior distributions, shrinkage, uncertainty quantification. Also trigger for model comparison, diagnosing sampling problems, choosing priors, or presenting stats to non-technical audiences.
new-component
longbridge
Create new GPUI components. Use when building components, writing UI elements, or creating new component implementations.
muapi-animal-video-generator
SamurAIGPT
Create a hilarious and ultra-realistic video of an anthropomorphic animal acting like a human vlogger in a real-world setting.
simplify
meta-pytorch
Refactor code after tests pass. The "Refactor" phase of Red-Green-Refactor.
native-navigation
BuilderIO
Use when adding or reviewing UI navigation so internal routes preserve normal SPA behavior plus Cmd/Ctrl-click and middle-click new-tab semantics.
extensions
BuilderIO
Creating, editing, and managing extensions — sandboxed Alpine.js mini-apps that run inside iframes. Use only when the host app explicitly enables extensions and the user asks for a one-off custom block or mini-app. Distinct from LLM "tools" (function calls) — see note below.
create-skill
BuilderIO
How to create new skills for an agent-native app. Use when adding a new skill, documenting a pattern the agent should follow, or creating reusable guidance for the agent.
muapi-drone-style-video
SamurAIGPT
Generate aerial drone-perspective footage — sweeping bird's-eye views, orbit shots, and flyover sequences for landscapes, architecture, and events.
muapi-media-generation
SamurAIGPT
Generate AI images, videos, music, and audio from the terminal via muapi.ai — supports 100+ models including Flux, Midjourney v7, Kling 3.0, Veo3, and Suno V5
muapi-talking-baby-video
SamurAIGPT
Create a viral-style video of a talking baby with custom costumes and scripts.
muapi-workflow
SamurAIGPT
Build, run, and visualize multi-step AI generation workflows. The AI architect translates natural language descriptions into connected node graphs — chain image generation, video creation, enhancement, and editing into automated pipelines.
muapi-music-video
SamurAIGPT
Build a short music video from a song theme — N keyframes, animate each, generate matching music.
muapi-jewelry-product-video
SamurAIGPT
Create a luxury jewelry advertisement with high-end commercial cinematography and detailed macro animation.
new-album
bitwize-music-studio
Creates a new album with the correct directory structure and templates. Use IMMEDIATELY when the user says 'make a new album' or similar, before any discussion.
album-dashboard
bitwize-music-studio
Shows a structured progress dashboard for an album with percentage complete per phase, blocking items, and status breakdown. Use for a quick visual overview of album progress.
album-ideas
bitwize-music-studio
Tracks and manages album ideas including brainstorming, planning, and status updates. Use when the user wants to add, review, or organize their album idea backlog.
resume
bitwize-music-studio
Finds an album by name and shows detailed status with next steps. Use when the user mentions an album name or wants to continue previous work.
rename
bitwize-music-studio
Renames an album or track, updating slugs, titles, and all mirrored paths. Use when the user wants to rename an album or track.
tutorial
bitwize-music-studio
Provides interactive guided album creation for new users. Use when the user is new to the plugin or asks for a walkthrough of the album creation process.
about
bitwize-music-studio
Provides information about the bitwize-music plugin and its creator. Use when the user asks about the plugin, its purpose, or capabilities.