AI & ML

grp06 Skill

Execute an ExecPlan from a work item under `.agent/work/` or, when necessary, from the older singleton `.agent/execplan-pending.md` flow. Use when the user asks to implement a plan, execute the pending plan, or resume blocked implementation work.

mathaix Skill

Debug OpenClaw Machines profile, auth, Worker routing, host enrollment, agent API, Firecracker, rootfs, and VM runtime behavior by choosing the right boundary and proof before changing code.

mathaix Skill

Use OCM workspace integrations exposed by the native `mcp.servers.ocm` MCP server. Trigger when a user asks to use connected workspace apps or external SaaS tools such as Google Workspace, GitHub, Jira, Linear, Slack, Notion, custom REST APIs, OpenAPI tools, or remote MCP servers through OCM.

rilldata Skill

Detailed instructions and examples for developing model resources in Rill

pedronauck Bundle

Deep review of branch diffs, working trees, or GitHub PRs at any size. Use when the user asks for CodeRabbit-grade review, an incremental re-review after new pushes, publication of findings to a PR, a cross-LLM peer-review verdict round, or conformance review against spec artifacts. Don't use for applying fixes, reviewing specs or PRDs as documents, or quick single-file feedback.

pedronauck Bundle

Runs real-user dogfooding sessions through the product's public interfaces: a persona walks a journey in the browser, takes a thematic tour, probes edges, hunts paper cuts, and reports what a real user would experience. Reads its plan from the living QA docs tree (<qa-docs-path>, default docs/qa/). Use when validating a release candidate, branch diff, migration, or user-facing change against production-like behavior. For planning that tree — personas, journeys, charters, the bug registry — use qa-report; for CI gate runs, AI implementation audits, or integration/security/performance suites, use agent-output-audit.

pedronauck Bundle

Author, refactor, and debug agent skills. Use when creating a new skill from scratch, pruning or restructuring a bloated SKILL.md, tightening a skill description's triggers, or diagnosing bundled references the agent ignores. Don't use for agent instruction files like CLAUDE.md or AGENTS.md (use writing-agents-md), general documentation, or READMEs.

pedronauck Skill

Author lean AGENTS.md/CLAUDE.md instruction files — resident system-prompt context where every line pays rent. Use when writing an agent instruction file from scratch, auditing or trimming a bloated one, or gating whether a new rule earns residence and at which scope. Don't use for on-demand skills (use writing-skills) or human-facing docs and READMEs.

superior-trade Bundle

Use when an agent needs to register a Superior Trade account, verify an email OTP, configure x-api-key authentication, or recover from missing or invalid credentials before using the Unified API.

omicverse Bundle

Single-cell QC, normalization, HVG detection, PCA, neighbor graph, UMAP/tSNE embedding pipelines in OmicVerse (CPU/GPU).

omicverse Bundle

OmicVerse plotting: volcano, venn, boxplot, embedding, density, dotplot, convex hull, stacked bar, and Forbidden City color palettes.

lythos-labs Bundle

Analyzes SKILL.md files against Agent Skills best practices. Reviews body size, description quality, progressive disclosure, frontmatter usage, and context efficiency. Provides actionable optimization advice.

lythos-labs Bundle

Project memory consolidation — 夜有所梦 ("night dreams": the day's scattered notes get consolidated into long-term memory while "sleeping"). Daily (scribe) captures raw experience, weekly extracts patterns and anomalies, dreaming consolidates the accumulated memory into the single source of truth (SSOT). External review via a zero-knowledge subagent (a fresh agent with no conversation context — the same pattern Hermes Curator uses for forked-agent review), with cross-model validation via arena for critical docs.

raine Skill

Gemini and Codex collaboratively brainstorm solutions, building on each other's ideas across rounds. Agent synthesizes the best ideas into a plan.

raine Skill

LLMs propose and critique approaches, agent moderates the debate and synthesizes the best solution, then implements.

raine Skill

Consult an external LLM with the user's query.

raine Skill

Claude brainstorms with an opponent LLM (Gemini or Codex) in alternating turns, building on each other's ideas. Synthesizes the best ideas into a plan.

raine Skill

Claude debates an opponent LLM (Gemini or Codex) through multi-turn MCP conversation, then synthesizes the best approach and implements.

bigpengsays Bundle

生成小红书和 B 站 AI 工具实操视频封面，支持脚本模式与 Agent 自主模式、真实视频证据、三画幅输出和可选创作者头像。仅在用户明确提到 oil-cover、$oil-cover、使用 oil-cover 或指定本 Skill 时触发；普通封面、首图、视频封面请求不要自动触发。

bigpengsays Skill

Add creator-focused Agent Skills from one or more URLs into this catalog. Handles GitHub skill repos (including multi-skill trees), WeChat official-account articles, and other pages that introduce skills. Use when the user asks to add-creator-skills, 收录技能, 导入 skill, 从链接添加, ingest, vendor from url, or paste GitHub / 微信文章 / 公众号 links that describe skills.

kreuzberg-dev Skill

Universal LLM API client for 165 providers with native bindings for 14 languages. Use when writing code that calls LLM APIs via liter-llm in Python, TypeScript, Rust, Go, Java, C#, Ruby, PHP, Elixir, WASM, or C, when running the OpenAI-compatible proxy, or when calling LLMs through the MCP server. Covers chat, streaming, tool calling, embeddings, image generation, speech, transcription, moderation, web search, OCR, reranking, provider routing, middleware, and configuration.

kreuzberg-dev Skill

Use when sending chat completions through liter-llm and routing to a specific provider via the `provider/model` prefix. Covers the chat call shape, provider routing, model_hint, message roles, and error categories.

kreuzberg-dev Skill

Use when defining functions/tools for an LLM to call through liter-llm, or requesting structured JSON outputs. Covers tool schemas, tool_calls handling, and response formats.

kreuzberg-dev Skill

Use when running the `liter-llm api` OpenAI-compatible gateway — virtual keys, per-key rate limits, budgets, cost tracking, and model routing. Covers the TOML config and the 22 REST endpoints.

kreuzberg-dev Skill

Use when streaming tokens incrementally from an LLM via liter-llm over SSE or async iterators. Covers chat_stream, delta handling, and null-content chunks.

kreuzberg-dev Skill

Use when generating embeddings, calling the 12 web-search providers, or running OCR over documents with the 4 OCR providers through liter-llm. Covers embed, search, and ocr methods plus reranking.

anton-abyzov Skill

Autonomous Obsidian vault management using the PARA + LLM Wiki pattern. Three operations: ingest (inbox to wiki + PARA routing), query (cross-vault synthesis), lint (health check). Scheduled via CronCreate 4x/day. Filesystem-only -- no Obsidian app dependency. Activate when the user mentions 'ingest', 'vault', 'wiki page', 'obsidian brain', 'vault lint', 'inbox', 'wiki index', 'knowledge base query', or wants to process, organize, query, or audit their Obsidian vault.

dokhacgiakhoa Skill

Structured task planning with clear breakdowns, dependencies, and verification criteria.

dokhacgiakhoa Skill

AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate).

dokhacgiakhoa Bundle

Internationalization and localization patterns.

dokhacgiakhoa Skill

Server management principles and decision-making.

dokhacgiakhoa Skill

PowerShell Windows patterns and pitfalls.

wubabalala Bundle

Documentation drift auditor and normalizer for CLAUDE.md / AGENTS.md projects (supports Claude Code, Codex, and any project using agent instruction files at root and/or per module). Use when the user says "audit docs", "check doc freshness", "doc drift", "docs out of date", "文档审计", "文档漂移", "检查文档", "文档同步", "memory index", "MEMORY.md check", "normalize docs", "整理文档", "更新文档", "update docs", "doc health", "文档健康". Also triggers implicitly when user mentions stale docs, wrong ports in CLAUDE.md / AGENTS.md, or missing memory entries.

a-attia Bundle

Agent Resource Discipline

ai-sns Bundle

Generate an image from a text prompt using the default OpenAI-like LLM config (gpt-image-1-mini or compatible image generation API). The image is uploaded to the gofile.io public file sharing service and ONLY the public download page URL is returned.

ai-sns Bundle

Call a peer agent's A2A JSON-RPC endpoint. Supports tasks/send (send a task message) and tasks/get (query task status).