AI & ML

coddy-project Skill

Change Coddy's own configuration when the user asks for it: edit settings, providers, models, logging, permissions, or find, install, update, and remove MCP servers and skills. Stages UCI-style commands and commits only after the user confirms saving. Load when the user explicitly asks to change a Coddy setting, or when the request implies it (install an MCP server, add a skill, switch a model, roll back the config). Do not load for ordinary coding or unrelated tasks.

olgasafonova-productplan-mcp-server Skill

Generates step-by-step workflows for managing ProductPlan roadmaps, OKRs, ideas, and launches via MCP server tools. Use when working with ProductPlan data, planning features, tracking objectives, or coordinating product launches.

pranavj17 Skill

Use when Graylog MCP tools return errors (connection refused, 401, target not found, empty results when results are expected). Diagnoses connectivity, auth, and configuration. Triggers on graylog tool failures, "connection refused", "401", "target not found", "graylog isn't returning anything".

agentlyhq Skill

Discover (by searching) to use thousands of AI agents, MCP, tools, data sources, and APIs on the use-agently.com AI Agent Marketplace/Directory. You can get more effective "Web Search", "Web Fetch" or "Social Search" with use-agently. Sending messages via the A2A protocol, calling MCP tools, making HTTP/Web requests, or interacting with paid agents supporting x402 micropayments.

agentlyhq Skill

Design and build CLI tools optimized for AI agent consumption. Use this skill when creating a new CLI command, refactoring an existing CLI for agent compatibility, or reviewing whether a CLI follows agent-friendly design principles.

djlougen Skill

Connect your Hermes agent to the KONIO A2A marketplace — browse jobs, apply with pitches, fulfill work, review output, and build reputation

djlougen Skill

Connect Pi agents to the KONIO A2A marketplace — find work, apply to jobs, submit deliverables, and earn reputation

congmnguyen Skill

PyTorch model-building conventions and a neural-net training debug checklist. Use this skill whenever writing or reviewing PyTorch code that defines a model (nn.Linear, nn.Conv2d, BatchNorm) or trains one (training loop, optimizer, LR schedule), and ESPECIALLY when debugging training problems — loss not converging, loss stuck or flat, suspiciously slow learning, "hockey stick" loss curves, or a model that seems to ignore its inputs. Also consult it before starting any from-scratch training run, even if the user doesn't mention debugging.

congmnguyen Skill

Delegate a heavy or mechanical coding task to the configured Codex CLI model via a low-effort Sonnet wrapper, so Codex's large transcript stays OUT of the main orchestrator context. Trigger when the user says "delegate to codex", "hand this to codex", "let codex do X", or when a well-specified implementation/refactor/migration/bulk task is large enough that doing it inline would flood context with tool round-trips. Do NOT use for small tasks you can one-shot.

kostiantyn-matsebora Bundle

Canopy framework execution engine. Interprets canopy-flavored skills (any SKILL.md with a `## Tree` section) at runtime — platform detection, section semantics (`## Agent`/`## Tree`/`## Rules`/`## Response:`), tree notation (`<<`, `>>`, `|`), control-flow primitives (`IF`/`ELSE_IF`/`ELSE`/`SWITCH`/`CASE`/`DEFAULT`/`FOR_EACH`/`BREAK`/`END`), interaction primitives (`ASK`/`SHOW_PLAN`), execution primitives (`EXPLORE`/`VERIFY_EXPECTED`), op lookup chain, category directory semantics, subagent contract. Install this to execute existing canopy skills. Install `canopy` (the authoring agent) too if you need to create/edit/manage them.

orbruno Skill

Automatically create BAML functions, types, and clients when user describes LLM integration needs. Use when user wants to build LLM functionality without knowing BAML syntax.

orbruno Skill

Automatically suggest and execute Gemini batch processing when user needs to process many files through BAML functions. Use when user mentions processing multiple documents, PDFs, CSVs, or wants cost-effective LLM processing.

goplausible Bundle

Interact with Algorand blockchain via the Algorand MCP server — wallet operations, ALGO/ASA transactions, smart contracts, account info, NFD lookups, atomic groups, Tinyman swaps, Haystack Router best-price swaps, Alpha Arcade prediction markets, Pera asset verification, TEAL compilation, knowledge base. Use when user asks about Algorand wallet, balances, sending ALGO or tokens, asset opt-in, transactions, NFD names, DEX swaps, DEX aggregation, best-price routing, prediction markets, Alpha Arcade, asset verification, smart contracts, or account details.

goplausible Bundle

Execute x402 payments at runtime using Algorand MCP tools. Use whenever an HTTP request returns 402 Payment Required (or a PAYMENT-REQUIRED header), the user needs to access a paid API or x402-protected resource, or the user mentions x402, micropayments, paying for an endpoint, or "payment required" — even if they don't name the protocol.

goplausible Bundle

Route and execute optimal token swaps on Algorand using Haystack Router via Algorand MCP tools. Use when getting best-price quotes across multiple Algorand DEXes and LST protocols, executing atomic swaps, and checking asset opt-in — all through the Algorand MCP server.

pixelml Skill

Attach external tool providers (Google Docs, Google Sheets, Slack, Notion, GitHub, Apify, etc.) to an AgenticFlow agent via MCP clients. Use when the user wants their agent to read or write external data, call third-party APIs, save outputs to a doc/sheet, or use any tool beyond the model's built-in knowledge. Covers `af mcp-clients list --name-contains`, `af mcp-clients inspect --id` (classify pattern before attach), and the Pipedream vs Composio write-capability distinction — critical for parametric writes. Route traffic through the `af` CLI; the standalone `agenticflow-mcp` server repo lags the CLI and is not recommended.

pixelml Skill

Create, run, and iterate on a single AgenticFlow AI agent — one chat endpoint, one assistant, one persona. Use when the user wants a customer-facing bot, a support assistant, a single task agent, or a prompt experiment. Choose this skill over agenticflow-workforce when there's no orchestration between roles (no handoff, no coordinator → workers). Covers `af agent create/update/run/delete`, the `--patch` partial-update pattern for iteration, `af schema agent --field <name>` for nested payload shapes (including suggested_messages, mcp_clients, response_format), the `model_user_config` / `code_execution_tool_config` settings, and safe iteration loops.

izar Skill

given a named technology, library, package, concept or any other form of "idea", perform deep research with threat modeling in mind

izar Skill

create an initial PyTM-based threat model of your system by asking questions after the 4 Questions Framework

hex Bundle

Executes agent-enhanced council queries as one Workflow of parallel Claude analyst agents that each query a provider, evaluate response quality, ask follow-up questions, and return a schema-enforced analysis with confidence ratings and blind spot analysis. Invoked when the --agents flag is used or when complex architectural decisions are detected.

hex Bundle

Adds new AI providers to claude-council, configures provider API settings, troubleshoots provider connections, and documents the provider script interface. Covers creating provider shell scripts, setting API keys, and validating connectivity. Triggers on "add provider", "new AI agent", "provider not working", "API configuration", or "extend council".

hex Bundle

Runs a local council when no external AI providers are configured. Spawns N independent Claude subagents (one per role, blind to each other) that each answer the question from a single assigned lens, then synthesizes their perspectives. Invoked by the ask command via --local, or when the user accepts the local-council offer after no providers are found. This is a same-model (Claude-only) panel, not a cross-vendor council.

sharafmawjood Bundle

Skill Architect for Antigravity. Activated when: creating a new skill, generating a skill, building agent capabilities, scaffolding a skill, improving a skill, polishing a skill, refactoring a skill, auditing a skill, fixing a skill, optimizing a skill, upgrading a skill, reviewing a skill, changelog, changes made. Creates and improves compliant SKILL.md files with supporting scripts, examples, and resources. Always delivers a structured Changes Made summary.

anza-xyz Bundle

Shipping workflow using Graphite CLI. Provides guidance for committing, branching, and creating PRs with Graphite's single-commit-per-branch model.

greyhaven-ai Bundle

Use when a Hermes agent needs to evaluate agent behavior, run Autocontext scenarios, inspect Hermes curator state, export reusable knowledge, or prepare local MLX/CUDA training data through the autoctx CLI.

greyhaven-ai Skill

Use when an agent needs to CREATE knowledge with Autocontext - run a scenario or plain-language task through the improvement loop, judge or improve a single output, and inspect what the run produced. Host-agnostic; requires only the autoctx CLI.

greyhaven-ai Skill

Use when an agent needs to USE knowledge Autocontext already produced - find which scenarios have knowledge, read the playbook and lessons for one, understand the on-disk file and folder layout, and move knowledge between checkouts. Host-agnostic; requires only the autoctx CLI and the filesystem.

nvidia-omniverse-usd-convert-cad Bundle

Convert supported CAD files to OpenUSD with the standalone usd-convert-cad Python wheel.

appautomaton Bundle

Delegate tasks to Grok CLI (xAI) for prototyping, debugging, code review, research, and cross-model second opinions. Supports multi-turn sessions via SESSION_ID.

appautomaton Bundle

Delegate tasks to Codex CLI for prototyping, debugging, code review, implementation handoff, cross-model second opinions, and multi-turn Codex sessions via SESSION_ID.

sinewaveai Skill

Scan prompts and code for security threats using agent-security-scanner-mcp. Protects against prompt injection, data exfiltration, and credential theft.

thinkoffapp Bundle

Filesystem message bus and webhook relay for multi-agent IDE coordination. Use when agents need to share events, poll Ant Farm rooms, receive GitHub/GitLab webhooks, coordinate tasks across sessions, or run scheduled jobs. Local-first with zero network by default. Trigger on cross-agent messaging, webhook ingestion, room polling, cron scheduling, or tmux command execution.

morningstar Bundle

Analyze a fund's Morningstar Medalist Rating using live Morningstar MCP data. Use when asked to rate, analyze, or look up a specific fund by ticker, name, or Morningstar ID, including pillar scores, rating history, and PDF reports.

oso95 Bundle

Check domain availability and pricing across TLDs. Use when the user asks if a domain is available, wants to find a domain name, or wants to compare TLD options. Requires domain-suite-mcp.

oso95 Bundle

Register a new domain name. Use when the user wants to purchase a domain. Requires domain-suite-mcp with Porkbun, Namecheap, or GoDaddy configured.

oso95 Bundle

Configure DNS records (A, CNAME, TXT) for a domain. Use when pointing a domain at a server, CDN, or hosting provider. Requires domain-suite-mcp with a DNS-capable provider configured.