AI & ML

elevenlabs Bundle

Scaffold prompt-driven examples in this repository using the existing example patterns and repo skills in `.agents/skills`. Use when adding a new example directory, creating matching `README.md`, `PROMPT.md`, and `setup.sh` files, or preparing a new example for `pnpm run generate`.

elevenlabs Bundle

Add real-time voice conversations to a custom agent runtime with ElevenLabs Speech Engine. Use when building Speech Engine servers, WebSocket handlers, WebRTC browser clients, conversation token endpoints, interruption-aware streaming responses, or voice-enabled chat agents that connect developer-owned server logic to ElevenLabs speech-to-text and text-to-speech.

endorlabs Skill

Use when setting up Endor Labs Agent Kit for Claude Code, checking readiness, verifying Endor auth, choosing namespaces, or diagnosing missing endorctl, gh, Endor MCP, or workflow prerequisites.

enuno Skill

Specialized guide for adding new MCP tools to the UniFi MCP Server following project standards, UniFi API patterns, and test-driven development practices. Use when implementing new UniFi Network Controller features as MCP tools.

erongcao Bundle

AI Model Team - Multi-model prediction system (Kronos + Chronos-2 + TimesFM + VADER) for OKX crypto and US stocks. Features error handling, retry logic, HTTP caching, unit tests, and correct data source routing (OKX for crypto, Yahoo Finance for stocks).

eugeniughelbur Skill

Write and edit so anyone can read it: plain words, human voice, real structure, no filler. Enforces the CLEAR-100 standard on four axes (Plain, Human, Structured, Dense) with a zero-dependency checker. Use this skill whenever you draft, rewrite, review, or edit any prose a person will read: posts, docs, READMEs, emails, newsletters, landing pages, release notes, PR descriptions, or instructions for another agent. Also use it when asked to deslop, humanize, simplify, or de-jargon existing text.

eventb-rossi Bundle

Write and check Event-B formal models as `.eventb` text: contexts, machines, invariants, events, and justified refinement chains. Use for Event-B, Rodin, rossi, ProB/model checking, or requirements that need a discrete formal model. The core workflow uses rossi plus eventb-animate; interactive proof authoring is out of scope.

eyaeya Bundle

Use when an LLM Agent must understand, design, inspect, validate, or operate Xiaomi Central Hub Geek Edition automation rule graphs through the xgg CLI, including household habit learning, the complete 25 executable cards plus nop, event/state pins, MIoT enums and value semantics, complex temporal/state patterns, variables, safe live verification, logs, and backups.

f Skill

Activates when the user asks about AI prompts, needs prompt templates, wants to search for prompts, or mentions prompts.chat. Use for discovering, retrieving, and improving prompts.

fastapi Bundle

Use Library Skills to discover, install, refresh, repair, check, and manage agent skills from installed packages.

fastmoss Bundle

Use when working with FastMoss CLI, FastMoss MCP tools, TikTok Shop product, creator, shop, MCN agency, video, ad, category, or market data, or when the user asks an agent to call FastMoss tools from the command line.

fastrepl Bundle

Query Anarlog meetings, notes, summaries, transcripts, participants, action items, and recurring history. Use when a user asks about their Anarlog meeting data or needs meeting context for another task.

ferdinandobons Bundle

Use when a colleague is leaving a project and must hand over knowledge, or when someone new joins a project and receives handover.zip or a handover/ folder. Two phases: export (analyze project + agent project memories from Claude, Codex, or another assistant, then produce a transferable handover.zip archive containing a non-technical onboarding doc + filtered portable memories + a privacy-safe omissions manifest) and import (extract/read the handover package, dry-run the candidate memories, verify every claim against current code, then install accepted memories through the current agent's memory mechanism with per-memory receipts). Trigger on /knowledge-transfer, /knowledge-transfer:knowledge-transfer, $knowledge-transfer, 'handover', 'knowledge transfer', 'passaggio di consegne', 'onboard a new colleague', or when the user mentions taking over / leaving a project.

flaco-source Bundle

Uses the altium-mcp Model Context Protocol server to read and edit PCB/schematic data from Altium Designer via a DelphiScript bridge on Windows. Apply when the user enables the altium-mcp MCP server, mentions Altium Designer, X2.EXE, PCB layers/rules/nets, schematic components, designators, schematic edits, workspace projects, or MCP tools get_server_status, altium_ping, get_schematic_data, edit_schematic, get_pcb_*, get_all_designators, get_component_pins.

flutter Skill

Configures Flutter Driver for app interaction and converts MCP actions into permanent integration tests. Use when adding integration testing to a project, exploring UI components via MCP, or automating user flows with the integration_test package.

full-stack-skills Bundle

Capture a full DevTools-protocol trace of any browser automation — CDP firehose, screenshots, and DOM dumps — then bisect the stream into per-page searchable buckets. Use when the user wants to debug a failed run, audit network/console/DOM activity, attach a trace to an in-progress session, or feed structured per-page summaries back into an agent loop so its next iteration learns from the last one.

generative-computing Bundle

Security scanner and input sanitizer for AI agents. Detects prompt injection, command injection, SSRF, credential exfiltration, and path traversal attacks. Use when (1) installing new skills from ClawHub, (2) processing external input like emails, calendar events, Trello cards, or API responses, (3) validating URLs before fetching, (4) running security audits on your workspace. Protects agents from malicious content in untrusted data sources.

getsentry Bundle

Guided entry point for using Sentry through your agent. Orients you to your current setup and, for a new project, sets up Sentry end to end with sane defaults — provision a project, install the SDK (errors, tracing, and whatever it enables by default), and confirm real telemetry reaches Sentry. Routes other intents (adding more signals, fixing issues) to the right skill.

glim-sh Bundle

Live data for AI agents - Twitter/X search, Reddit posts and comments, semantic web search, clean page extraction, GitHub repos/code/PRs, Amazon products, YouTube transcripts. One hosted MCP server at glim.sh/mcp. Sign in with OAuth and a prepaid balance, or pay per call with crypto (x402 USDC on Base/Solana, MPP on Tempo). No API keys to provision.

grade-ai-labs Skill

Create new agent skills with proper structure, progressive disclosure, and bundled resources. Use when user wants to create, write, or build a new skill.

gsd-build Bundle

Design and build context-packet DAG pipelines — graph design, shell orchestration, MCP server integration, and programmatic TypeScript API. Use when creating AI agent workflows that pass context between nodes.

archestra-ai Bundle

Guide an operator through configuring OpenAPPA on the host you run in — Claude Code or a kagent cluster. Use for an initial sync of installed tools, after MCP servers change, or when the operator wants to adjust how OpenAPPA treats a tool, data source, destination, battery, or approval.

archibate Bundle

Evidence-driven C++ high-performance computing design, profiling, and optimization across algorithmic time/space complexity, data layout, cache and memory behavior, numerics, SIMD, multicore scheduling, and CPU/accelerator pipelines. Use before designing or changing computation-intensive kernels, high-throughput data structures, performance-critical loops, SIMD/OpenMP/TBB/CUDA code, mixed-precision or sparse representations, or when investigating throughput, latency, scaling, cache, bandwidth, compiler-vectorization, or profiling problems.

aristoteleo Bundle

Run or adapt dynamo preprocessing with `dynamo.preprocessing.Preprocessor`, including the `recipe` branches `monocle`, `seurat`, `sctransform`, `pearson_residuals`, and `monocle_pearson_residuals`. Use when converting or reproducing `docs/tutorials/notebooks/100_tutorial_preprocess.ipynb`, preprocessing an `AnnData` object for downstream dynamo analysis, customizing preprocessing kwargs, or translating notebook-level preprocessing into a reusable agent workflow.

arize-ai Bundle

Find and update out-of-date OpenAI and Anthropic model references (in docs, MDX, notebooks, and code) to the latest size-equivalent models, and apply the code changes each new generation requires (e.g. max_tokens → max_completion_tokens for GPT-5). Use when asked to "check the models", "update model versions", "are these models current", "migrate the models in the docs/tutorials", or before publishing content that names a model.

ark0n Bundle

Drive Codeman, the session manager this agent is running inside, over its HTTP API: list sessions, start worker sessions, send them prompts, block until they finish (wait / wait-output / send-and-wait), read their output, and clean up; where available, message claude workers directly (Claude Code cross-session messaging). Use when asked to orchestrate or parallelize work across Codeman sessions, watch another session, or start and manage workers. Only usable inside a Codeman-managed session (CODEMAN_MUX=1); refuse to act otherwise.

artdaw Skill

Use this skill whenever you persist a fact to a memory filesystem, read facts back, or answer a question that requires recall from prior sessions. The skill stores each fact as a JSON-LD document with confidence, decay, bitemporal validity, provenance, and supersession, so an agent's memory can reason about what is fresh, what is stale, what is contradicted, and what came from where. Triggers: writing to /memory, reading from /memory, claims like "I learned that…", "I'll remember…", questions like "what did we decide…", "how confident are we in…", "who told us…", "is this still true". Do NOT trigger for ephemeral chat-only scratchpads or single-turn arithmetic. Pairs naturally with Anthropic's Memory on Managed Agents: KNDL is the file format inside the Memory store, this skill is the convention set Claude follows when reading/writing those files.

asgard-ai-platform Bundle

Build credit scoring models to predict default probability from borrower characteristics. Use this skill when the user needs to assess creditworthiness, build a credit scorecard, or evaluate lending risk — even if they say 'predict default risk', 'credit scoring', or 'loan approval model'.

aspectrr Skill

Write documents that sound like the user by learning from (draft → final) revisions. Use when drafting, revising, or reviewing any writing — emails, PRDs, memos, proposals, blog posts, social posts — and whenever the user shares a draft alongside the version they actually sent. Stores pairs, lessons, and matchable patterns in a local SQLite db via the `redline` CLI or MCP server.

bangdori Bundle

Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any browser task. Triggers include requests to "open a website", "fill out a form", "click a button", "take a screenshot", "scrape data from a page", "test this web app", "login to a site", "automate browser actions", or any task requiring programmatic web interaction.

barangaroo Skill

Use when an agent needs to discover or use Artifactories, the public spam-resistant message board and subscription feed for autonomous AI agents—read permanent messages, subscribe via Atom or JSON Feed, inspect the PHASEONE10841/PhaseOne archive, register an Ed25519 identity, or post explicitly authorized signed questions, findings, and replies on artifactories.com.

berabuddies Bundle

Deep Research Agent specializes in complex, multi-step research tasks that require planning, decomposition, and long-context reasoning across tools and files by we-crafted.com/agents/deep-research

bitsky-tech Bundle

LLM provider initialization for bridgic projects. Use when: (1) initializing OpenAILlm, OpenAILikeLlm, or VllmServerLlm, (2) configuring OpenAIConfiguration (model, temperature, max_tokens, timeout), (3) choosing the right provider package for a task, (4) using chat/stream interfaces or advanced protocols (StructuredOutput, ToolSelection).

bjg4 Bundle

Create S-tier portable skills and agents with comprehensive quality guidance. Use when creating or improving skills, designing multi-agent orchestration workflows, auditing agent quality, running evals, or learning agent-building best practices. Covers the full lifecycle from use case definition through automated evaluation, review, and iteration. Do NOT use for general coding tasks, writing documentation unrelated to agents/skills, or building applications.

blacktop Bundle

Agentic LLDB fuzzer and crash-triage toolkit for Apple Mach-O on arm64(e). Use this skill whenever a user mentions alf, wants an AI agent to drive LLDB over MCP, asks about triaging a crash on macOS, wants to fuzz a Mach-O target with LLM guidance, is debugging a macOS kernel via Virtualization.framework / KDP / gdb-remote, references `alf analyze`/`alf fuzz`/`alf server`/`alf director`, or needs to wire alf into Claude Code / Codex / Gemini CLI via ACP. Invoke even when the user just describes the task ("I have a crash input from my fuzzer", "I want to break on smb2_rq_decompress_read in the VM kernel", "set up an agent to fuzz this IOKit method") without naming the tool.

blockrunai Skill

Use whenever you are about to generate or edit media with the BlockRun tools — image, video, music, speech, or enrolling a face (realface). Before each PAID call, state the model and estimated USD cost in your reply so the user sees the price before the spend-confirmation dialog. Pricing reference for BlockRun media tools.