understand-anything
claudeAI-powered codebase understanding — analyze, visualize, and explain any project
9 skills · 10 agents · hooks
Access decentralized open-source AI inference via Chutes.ai (all hosted models are TEE confidential-compute). Nine skills: account + API keys + inference hub, Sign in with Chutes (OAuth/OIDC/PKCE), routing + aliases, usage + billing, platform ops, TEE attestation, chute deployment, MCP portability, and agent registration.
Plugin chutes-ai from marketplace chutes-agent-toolkit in Veightor/chutes-agent-toolkit. Commands read from the repo's manifest — yesterday.
This plugin runs code on your machine — it starts local MCP servers. The exact commands are listed below; read them before installing.
chutes-agent-registrationChutes.ai agent-native onboarding. Use this skill when an autonomous agent needs to self-register on Chutes without a human signup, bootstrap its own Chutes account, and set up its first API key programmatically via a Bittensor hotkey signature. Triggers on: chutes agent registration, agent signup,
chutes-aiChutes.ai hub skill — the entry point for decentralized open-source AI inference on Chutes. Use this skill when a user mentions Chutes, chutes.ai, decentralized AI, DeepSeek/Qwen/Kimi/GLM API access, TEE or confidential-compute inference, serverless GPU inference, or wants to register, manage API ke
chutes-deploy[BETA — permanent until verified] Deploy models on the Chutes.ai decentralized GPU network. Use this skill when the user wants to deploy a vLLM chute, diffusion chute, custom CDK chute, build a chute image, deploy a TEE/confidential chute (tee=True), inspect rolling updates, or create a stable model
chutes-mcp-portabilityMake Chutes.ai available to any agent via MCP or OpenAI-compatible configs. Use this skill when the user wants to plug Chutes into Cursor, Cline, Aider, Claude Desktop, Hermes, or another agent. The skill installs the Chutes MCP server (stdio), writes per-agent config snippets, and runs a health che
chutes-platform-opsChutes.ai platform operator flows: OAuth app inventory + audits, client-secret rotation at fleet scale, token introspection and revocation, authorization management, model alias CRUD as an operator task. Use when the user asks to audit their OAuth apps, rotate secrets across many apps, introspect or
chutes-routingChutes.ai model routing and pooling. Use this skill when the user wants to set up model failover, latency or throughput routing, TEE-only filters, inline model pools, or stable model aliases for Chutes. Also use when picking a pool for a specific intent (interactive-fast, cheap-background, private-r
chutes-sign-inAdd Sign in with Chutes (OAuth 2.0 + OIDC + PKCE) to a user's application. Use this skill when the user wants to register a Chutes OAuth app, vendor the chutesai/Sign-in-with-Chutes Next.js package into their project, wire up sign-in routes, manage scopes, store client credentials in the OS keychain
chutes-teeVerify Chutes.ai TEE (Trusted Execution Environment) attestation evidence — Intel TDX quotes and NVIDIA GPU confidential-compute reports (Hopper H200, Blackwell B200/B300/RTX Pro 6000). Use this skill when a user wants to actually verify that a chute marked confidential_compute:true is really runnin
chutes-usage-and-billingChutes.ai usage, quotas, discounts, and billing diagnostics. Use when the user asks about Chutes spend, balance, top-ups, discounts, quota usage, subscription usage, invocation stats, payment history, or 'why is my bill high'. Triggers on: chutes usage, chutes billing, chutes quota, chutes discount,
chutesruns: uvx --from ${CLAUDE_PLUGIN_ROOT}/skills/chutes-mcp-portability/mcp-server chutes-mcp-server
AI-powered codebase understanding — analyze, visualize, and explain any project
9 skills · 10 agents · hooks
Open-source AI job search that runs locally in your AI coding CLI: scan job portals, evaluate listings into a structured A-H report with a 1-5 score, tailor your CV, track applications
5 skills · hooks
Rewrite AI-sounding text so it reads like the writer without changing what it says.
1 skill
AI memory system — mine projects and conversations into a searchable palace. 47 MCP tools, auto-save hooks, guided setup.
3 skills · 6 commands · 1 MCP server · hooks
Perform AI code review on Git diffs — supports workspace changes, branch ranges, and single commits with concurrent per-file analysis, codebase search, and deep context-aware review.
2 commands
Eval-gated LLM fine-tuning lifecycle (LoRA/QLoRA, DPO, GRPO/RLVR, vision SFT, quantized export). Use when fine-tuning an open-weights model end-to-end: building the eval harness first, selecting method and model, preparing data, training with Unsloth or TRL, gating checkpoints, and exporting GGUF/FP8.
10 skills · 2 commands · 3 agents
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