NeVibeCode · 2,385 items
Skills for AI and ML
Skills for AI and ML: what each one does, an install command and example prompts.
gpt-image-2-style-library skill Converts user ideas into production-ready GPT-Image2 prompts using the awesome-gpt-image-2 catalog. Helps configure layout, style tags, and concrete constraints.
CX Codex +1
4,000installs
gemini-live-api-dev
official skill Guides real-time bidirectional streaming development with the Gemini Live API and migration to Gemini 3.8 Live.
CX Codex +1
10,200installs
agent-development
official skill This skill guides you through creating agents for Claude Code plugins, from trigger conditions to system prompts and tool access. Use it when adding a subagent to a plugin.
7,353installs
knowledge-agent skill Builds focused knowledge corpora from claude-mem observations and lets you query them in an AI session. Useful for reviewing past work by topic or project.
CX Codex +1
5,700installs
prompt-optimizer skill Analyzes draft prompts, finds missing project context, and matches ECC commands. Prepares a ready-to-paste prompt before you start complex tasks.
CX Codex +1
5,300installs
context-budget skill Routes live context checks to Codex or Claude Code meters and runs a bounded configuration audit only when you explicitly ask for one.
CX Codex +1
5,000installs
build-mcp-server
official skill This skill helps design an MCP server for Claude Code by clarifying the use case, choosing deployment, and shaping the tool interface.
6,711installs
strategic-compact skill Tells you when to run /compact during a session so context survives task phases. Built for long multi-phase runs.
CX Codex +1
4,900installs
ai-research-explore skill Governs deep learning research exploration on top of an existing baseline. It isolates candidate experiments and generates structured comparison reports.
CX Codex +1
337,400installs
analyze-project skill Reads a deep learning repository and maps its structure, entrypoints and suspicious spots. Changes nothing, runs no heavy jobs.
CX Codex +1
337,200installs
ai-research-reproduction skill This skill guides a repository-grounded reproduction run from its README to an evidence bundle. Use it to test a documented model run without quietly changing the experiment.
CX Codex +1
337,100installs
explore-code skill A skill for cautious code experiments in deep learning repositories: it transplants modules and adapts architectures on an isolated branch, with rollback-aware records.
CX Codex +1
336,700installs
safe-debug skill Conservative failure diagnosis for deep learning research: narrows down root causes and drafts minimal patches without touching code without approval.
CX Codex +1
335,000installs
explore-run skill Plans bounded exploratory machine learning runs with comparability caveats and saves summaries to explore_outputs.
CX Codex +1
336,500installs
run-train skill Runs a selected training command and organizes the resulting evidence. Use it for startup checks, short-run verification, full training kickoff, or resume handling.
CX Codex +1
336,500installs
eval-harness skill A skill for eval-driven development: it sets pass/fail criteria before you write code and tracks agent reliability with pass@k and pass^k.
CX Codex +1
4,700installs
agent-architecture-audit skill This skill checks agent and LLM applications across 12 layers. Use it when an agent degrades and the failing layer is hard to locate.
CX Codex +1
4,800installs
pytorch-patterns skill This skill guides PyTorch model, training-loop, and data-loading work with practical patterns. Use it when reviewing code or tracking down runs that fail to reproduce.
CX Codex +1
4,800installs
search-first skill A skill that makes the agent search npm, PyPI, MCP servers and GitHub for existing tools before it writes custom code.
CX Codex +1
4,800installs
migrate-ai-sdk-v6-to-v7 skill Migrates applications from Vercel AI SDK 6.x to 7.0. It updates dependencies, fixes breaking API changes, and rewrites step-handling patterns.
CX Codex +1
5,500installs
microsoft-docs
official skill Finds official Microsoft documentation, tutorials, and code samples for Azure, .NET, VS Code, and GitHub work. Use it when an agent needs a source tied to a specific technology or version.
14,881installs
cost-aware-llm-pipeline skill A skill for apps that call LLM APIs: picks a model by task complexity, tracks spend, caches prompts. Useful when your API bill keeps climbing.
CX Codex +1
4,600installs
fal-ai-media skill This skill connects Claude Code to fal.ai MCP for generating images, video, speech, and audio. Use it when an agent needs to create media from prompts or source files.
CX Codex +1
4,600installs
council skill Runs four advisors over an ambiguous call so the disagreement is visible before you pick. Useful when several paths look equally valid.
CX Codex +1
4,600installs
mcp-server-patterns skill Teaches AI agents how to build MCP servers with the TypeScript SDK. Use it to implement tools, resources, Zod validation, and transport layers.
CX Codex +1
4,700installs
agent-introspection-debugging skill Provides a structured self-debugging loop for AI agent runs that loop on tools, hit context limits, or fail repeatedly. Replaces blind retries with systematic diagnosis.
CX Codex +1
4,700installs
token-budget-advisor skill This skill offers response-depth choices with token estimates before generation. Use it when you want to set answer length in advance.
CX Codex +1
4,700installs
ai-regression-testing skill A skill for regression testing code that AI wrote. Catches the bugs a model misses when it reviews its own work.
CX Codex +1
4,700installs
iterative-retrieval skill This skill lays out a four-phase loop that narrows context retrieval so a subagent gets the files it needs instead of the whole repo. Useful when an agent reports missing context.
CX Codex +1
4,500installs
exa-search skill Wires Exa neural search into your agent: fresh web pages, code examples, company and people lookups. Useful when you need search instead of model guesswork.
CX Codex +1
4,500installs
agent-eval skill Compares AI coding agents head-to-head on custom tasks using pass rate, cost, and time metrics. Helps teams select tools based on benchmarks instead of impressions.
CX Codex +1
4,500installs
inventory-demand-planning skill This skill helps forecast demand, set safety stock, and plan replenishment for multi-location retailers.
CX Codex +1
4,500installs
continuous-learning skill A stop-hook skill that reviews a session at its end and saves reusable patterns as learned skills. Useful for keeping fixes and user corrections around.
CX Codex +1
4,500installs
continuous-agent-loop skill A skill that lays out a continuous agent loop: mode selection, quality gates, evals and recovery. Useful when an agent runs unattended.
CX Codex +1
4,500installs
agentic-os skill Turns Claude Code into a persistent operating runtime with an orchestrator kernel, specialist agents, slash commands, and file-based state.
CX Codex +1
4,600installs
llm-trading-agent-security skill This skill reviews autonomous trading agents with wallet or transaction authority. Use it to check spend limits, pre-send simulation, key handling, and execution safeguards.
CX Codex +1
4,600installs
autonomous-loops skill This skill covers autonomous development loops, from sequential claude -p pipelines to multi-agent DAG orchestration. Use it for CI/CD workflows and long-running tasks.
CX Codex +1
4,600installs
data-scraper-agent skill This skill walks you through building an agent that scrapes public sources on a schedule, enriches results with Gemini Flash, and stores them in Notion, Sheets or Supabase.
CX Codex +1
4,600installs
mle-workflow skill A skill for turning model work into a production system: data contracts, reproducible training, evaluation, deployment and rollback.
CX Codex +1
4,600installs
mmx-cli skill This skill gives an agent access to mmx for MiniMax text, image, video, speech, audio transcription, and web search tasks.
CX Codex +1
32,000installs
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