Use this skill for ANY coding question involving LangChain products (LangChain, LangGraph, LangSmith SDK). Covers agent development patterns, primitives, context management, multi-agent systems, and when to use createagent vs createdeepagent vs raw LangGraph. Consult this BEFORE writing any LangChain-related code.
Audit every agnostic-ai target against its vendor's current docs and report evidence-backed drift. Use for the recurring "are our adapters still true?" check, or when one tool ships a new surface.
Interact with the TitanClip control plane API to manage tasks, coordinate with other agents, and follow company governance. Use when you need to check assignments, update task status, delegate work, post comments, set up or manage routines (recurring scheduled tasks), or call any TitanClip API endpoint. Do NOT use for…
Walk a user through setting up Beadhive on this machine without them reading the docs: probe what is already installed, choose ONE install route (the managed nix path, or PyPI as the labelled fallback), install and verify bh, then configure it — bh config init, MCP wiring, the harness plugin, Factory HQ, and a first…
Check your work with a verification subagent that reviews diffs, runs builds and tests, and evaluates correctness. Read this file for instructions. Use when asked to "check work", "verify changes", "self-verify", "/check-work", "/check", "/verify", or "/self-verify".
Drive AI application evaluations using the EvalSurfer skill-first workflow. Use when creating AI eval rubrics, reviewing RAG outputs, checking agent tool use, assessing safety, or calculating operational metrics like latency, TTFT, inter-token latency, throughput (tokens per second), P99 tail latency, cost, cost per…
Take a rough goal description and shape it into a polished, doctrine-compliant agent goal prompt. Output is for the user to copy/paste into Codex, Claude Code (native /goal), Droid, Auggie, or any CLI agent that benefits from a structured goal contract. The skill does NOT execute the goal — it shapes the prompt and…
Salesforce CRM and Sales Cloud - lets an agent read and write opportunities, accounts, contacts, cases, and activities across the enterprise revenue and support lifecycle.
Access and operate any database via CLI. Use when exploring schemas, querying data, writing records, running migrations, diagnosing connection issues, or switching between multiple databases. Supports SQLite, PostgreSQL, MySQL, MariaDB, DuckDB, ClickHouse, and SQL Server.
Prioritize and refine a GitHub Issues backlog with the Kano model — categorize every open issue as Must-be, Performance, Attractive, Indifferent, or Reverse, apply Kano + priority labels back to GitHub automatically, and recommend the single best next issue to pick up. Use this whenever the user wants to triage…
Search the web, arxiv, Crossref, PubMed, OpenAlex, or Wikipedia, and fetch page text, using common/tools/search.sh. Use whenever the user asks to search online, look something up, or find papers while served by a local model, and whenever the built-in WebSearch tool fails or is silently dropped by the endpoint.
Retrieve, verify, and refresh the persistent Open Knowledge Format v0.2 codebase memory for playwright-agentic-automation. Use when an agent needs architecture discovery, source ownership, page/API/fixture relationships, static AST graph queries, knowledge freshness checks, Mermaid/Obsidian navigation, or durable…
Bootstrap project-specific Trellis coding specs with a platform-neutral single-agent workflow. Use when creating or refreshing .trellis/spec guidelines, analyzing a codebase with GitNexus, ABCoder, or source inspection, decomposing package/layer spec work, and writing real codebase-backed spec docs without placeholder…
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Routes user requests containing "remember", "recall", "checkpoint", "session", "todo", or "where were we" to the correct OpenEmpiric (OEM) MCP tool. Use when the user wants to persist, retrieve, or contextualize knowledge from project memory.
Use when connecting an AI agent to Scenario (scenario.com) through MCP, or when a task involves generating images, video, 3D, audio, sprites, textures, or game assets. Also when picking a Scenario model, running a LoRA, refining a generation prompt, uploading reference images, waiting on generation jobs, checking…
Audit the shell startup chain (the rc file + every file it sources) for hardcoded credentials, persistence-suspicious patterns, duplicate or dangling aliases, and git-baseline drift. USE WHEN the user wants to review, secure, clean up, or maintain their shell aliases or startup files; check /.zshrc / /.bashrc for…
Expert in AMPL/MP solver options across all supported solvers. Recommends and configures lim:time, mip:gap, threads, IIS, barrier, and solver-specific knobs. Fetches official option pages from dev.ampl.com before citing names. Use when tuning solve performance, setting optimality gaps, choosing LP/MIP/NLP algorithms…
Official U.S. Congress legislative data API; lets agents search bills, retrieve full text and status, track co-sponsors, committee referrals, and floor votes.
Connect to the HQ via Supabase. Use when you need to register yourself, search knowledge, create/update pages and skills, claim tasks, post comments, manage contacts and organizations, log interactions, or query the audit trail. Also use at session startup to register and load boot knowledge.
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: