langchain-rag
265Skill Claude CodeCodex
INVOKE THIS SKILL when building ANY retrieval-augmented generation (RAG) system. Covers document loaders, RecursiveCharacterTextSplitter, embeddings (OpenAI), and vector stores (Chroma, FAISS, Pinecone).
Skill Claude CodeCodex
INVOKE THIS SKILL when building ANY retrieval-augmented generation (RAG) system. Covers document loaders, RecursiveCharacterTextSplitter, embeddings (OpenAI), and vector stores (Chroma, FAISS, Pinecone).
Skill Claude CodeCodex
INVOKE THIS SKILL when writing ANY LangGraph code. Covers StateGraph, state schemas, nodes, edges, Command, Send, invoke, streaming, and error handling.
Skill Claude CodeCodex
INVOKE THIS SKILL when implementing human-in-the-loop patterns, pausing for approval, or handling errors in LangGraph. Covers interrupt(), Command(resume=...), approval/validation workflows, and the 4-tier error handling strategy.
Skill Claude CodeCodex
INVOKE THIS SKILL when your LangGraph needs to persist state, remember conversations, travel through history, or configure subgraph checkpointer scoping. Covers checkpointers, threadid, time travel, Store, and subgraph persistence modes.
Skill Claude Code
Design and implement stateful multi-agent workflows using LangGraph StateGraph. Use when building production AI pipelines that need checkpointing, conditional branching, Human-in-the-Loop gates, parallel node execution, or long-running agent coordination. Even if the user doesn't explicitly mention "LangGraph" — also…
Skill Claude CodeCodex
Generate a Lean Canvas with problem, solution, metrics, cost structure, UVP, unfair advantage, channels, segments, and revenue. Use when exploring a lean startup canvas, testing a business hypothesis, or modeling a new venture.
Skill Claude CodeCodex
Identify 3-5 potential customer segments with demographics, JTBD, and product fit analysis. Use when exploring market segments, identifying target audiences, evaluating new markets, or learning how to segment a market.
Skill Claude CodeCodex
Estimate market size using TAM, SAM, and SOM with top-down and bottom-up approaches. Use when sizing a market opportunity, estimating addressable market, preparing for investor pitches, or evaluating market entry.
Skill Claude CodeCodex
Generate 5 creative, cost-effective marketing ideas with channels, messaging, and engagement rationale. Use when brainstorming marketing campaigns, planning product promotion, or looking for creative marketing tactics.
Skill Claude CodeCodex
Build and publish production MCP servers — capability primitives, Streamable HTTP transport, Server Cards, registry compliance. Use when you're exposing tools/resources/prompts to multiple agent runtimes via Model Context Protocol.
Skill Claude CodeCodex
Define and design a product metrics dashboard with key metrics, data sources, visualization types, and alert thresholds. Use when creating a metrics dashboard, defining KPIs, setting up product analytics, or building a data monitoring plan.
Skill Claude CodeCodex
Brainstorm 3-5 monetization strategies with audience fit, risks, and validation experiments. Use when exploring revenue models, evaluating pricing strategies, or deciding how to monetize a product.
Skill Claude CodeCodex
Role-level metrics, coordination-failure tests, and transcript grading for multi-agent systems. Use when single-agent eval misses bugs that only appear when agents collaborate — handoff drops, role drift, blame loops, deadlocks.
Skill Claude CodeCodex
Define a North Star Metric and 3-5 supporting input metrics that form a metrics constellation. Classify the business game (Attention, Transaction, Productivity) and validate against 7 criteria for an effective North Star. Use when choosing a North Star Metric, setting up a metrics framework, learning about the North…
Skill Claude Code
Operate Jevgrep (jg) as optional remote-agent discovery over explicitly scoped skills, wiki pages, or graph source documents. Use only when the user explicitly requests Jevgrep and separately approves transmitting source content and queries to the configured provider with potential cost. Preserve native catalog…
Skill Claude CodeCodex
Configure and operate Jev independently for each coding-agent environment, including enable/disable, status checks, and API or local backend selection. Use when installing the Jev Agent Skill plugin, changing a Jev profile, or routing, pruning, or reviewing work with Jev. Jev remains prompt-driven; this skill does not…
Skill Claude Code
Operate nokia-applied-research/AnyJev, the Apache-2.0 Python library for training-free typed choice, yes/no, and score decisions from next-token probabilities. Use when pinning or inspecting a checkout, selecting raw/L0 Decider readouts, running approved Tacit checkpoints, configuring HF/vLLM/ SGLang/llama.cpp…
Skill Claude Code
Operate mksglu/context-mode, the Elastic License 2.0 MCP and hook/plugin system for temporary-script subprocess execution (not an OS/security sandbox), FTS5 indexing, context-savings telemetry, and session recovery. Use for install, inventory, verification, diagnosis, or measurement on Claude Code, Codex CLI, Gemini…
Skill Claude Code
Operate the FilmCraft open-source Rust video editor through its installed filmcraft-cli headless CLI/MCP server or desktop loopback control bridge: inspect projects and sequences, import media, run undoable commands, render previews, save .fcproj projects, and export media or interchange files. Use when a user asks to…
Skill Claude Code
Inspect and run the source-verified adithya-s-k/FineEnvs environment and dataset projects, including OpenEnv, ORS, NeMo Gym, Verifiers, SkyRL Gym, and GEM dialects. Use when the user names FineEnvs, supplies a checkout, asks for a local smoke or reward-evidence readout, or wants to author an environment against its…
Skill Claude Code
Operate HelixDB/helix-foundry, the local-first company-data workspace that connects databases, hosted providers, APIs, files, Stripe, WorkOS and PostHog into an ontology backed by HelixDB and DuckDB. Use when the user names Helix Foundry, asks to install/start/diagnose its Docker Compose stack, inspect its local API…
Skill Claude Code
Operate AlexsJones/llmfit to inspect detected hardware, rank model fit, estimate plans and storage, run the local REST API, and separate formula-based estimates from measured inference. Use when a user asks what LLMs fit a machine, how much RAM/VRAM a model needs, which runtime is plausible, or whether a result is…
Skill Claude Code
Design, audit, and safely resume mobile-game market-intelligence pipelines across licensed collection, immutable raw snapshots, normalized core, analytical marts, health gates, candidate signals, report rendering, and human decision records. Use when the user names MI orchestration, asks about Sensor Tower or…
Skill Claude Code
Operate the sebastianbrzustowicz/Agentic-GraphRAG-Blueprint repository: inspect its FastAPI/React GraphRAG implementation, local Compose stack, ingestion, graph/vector stores and Azure Terraform reference. Use when a task names this exact project or its code. For general memory architecture choices use…
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: