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Découvrez les skills Données et IA, comparez leurs dépôts et consultez leurs instructions.

Catégories: Données et IA

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GitHub

compare-docs

cowwoc

Compare two documents semantically with relationship preservation to identify content and structural differences

GitHub

example-skill

phil65

A simple example skill that demonstrates the basic structure and functionality. Use when you need to show how skills work or test skill loading.

GitHub

behavior-log

motoya0118

Insert or read behavior log rows in the local database (behavior_logs). Use when recording a good/bad behavior entry, attaching a Pavlok API response JSON, adding a coach comment, or fetching recent logs via sc...

GitHub

slack

motoya0118

Post a question to Slack and wait for a reply, or post a reply into a thread using scripts/slack.py.

GitHub

add-schedules

motoya0118

Insert schedule rows into the local database (schedules) from a JSON array. Use when bulk-loading schedule entries with script_name, input_value, and scheduled_date via scripts/add_schedules.py.

GitHub

pavlok

motoya0118

Send a Pavlok stimulus via the Pavlok API using scripts/pavlok.py. Use when you need to trigger vibe/beep/zap with a numeric value in this repo and print the API response.

GitHub

writing-test-code

k8s-lynq

Guidelines for writing BDD-style test code using Ginkgo/Gomega framework in Go. Use when writing tests for Kubernetes operators, controllers, or Go services. Focuses on behavior-driven development with Given-Wh...

GitHub

vercel-ai-sdk

wsimmonds

Guide for Vercel AI SDK v5 implementation patterns including generateText, streamText, useChat hook, tool calling, embeddings, and MCP integration. Use when implementing AI chat interfaces, streaming responses,...

GitHub

nextjs-anti-patterns

wsimmonds

Identify and fix common Next.js App Router anti-patterns and mistakes. Use when reviewing code for Next.js best practices, debugging performance issues, migrating from Pages Router patterns, or preventing commo...

GitHub

nextjs-app-router-fundamentals

wsimmonds

Guide for working with Next.js App Router (Next.js 13+). Use when migrating from Pages Router to App Router, creating layouts, implementing routing, handling metadata, or building Next.js 13+ applications. Acti...

GitHub

nextjs-server-client-components

wsimmonds

Guide for choosing between Server Components and Client Components in Next.js App Router. CRITICAL for useSearchParams (requires Suspense + 'use client'), navigation (Link, redirect, useRouter), cookies/headers...

GitHub

nextjs-advanced-routing

wsimmonds

Guide for advanced Next.js App Router patterns including Route Handlers, Parallel Routes, Intercepting Routes, Server Actions, error boundaries, draft mode, and streaming with Suspense. CRITICAL for server acti...

GitHub

nextjs-server-navigation

wsimmonds

Guide for implementing navigation in Next.js Server Components using Link component and redirect() function. Covers the difference between server and client navigation methods. Use when adding links, redirects,...

GitHub

nextjs-dynamic-routes-params

wsimmonds

Guide for Next.js App Router dynamic routes and pathname parameters. Use when building pages that depend on URL segments (IDs, slugs, nested paths), accessing the `params` prop, or fetching resources by identif...

GitHub

nextjs-client-cookie-pattern

wsimmonds

Pattern for client components calling server actions to set cookies in Next.js. Covers the two-file pattern of a client component with user interaction (onClick, form submission) that calls a server action to m...

GitHub

nextjs-use-search-params-suspense

wsimmonds

Pattern for using useSearchParams hook with Suspense boundary in Next.js. Covers the required combination of 'use client' directive and Suspense wrapper when accessing URL query parameters in client components....

GitHub

nextjs-pathname-id-fetch

wsimmonds

Focused pattern for fetching data using URL parameters in Next.js. Covers creating dynamic routes ([id], [slug]) and accessing route parameters in server components to fetch data from APIs. Use when building pa...

GitHub

shrink-doc

cowwoc

Compress documentation while preserving execution equivalence (validation-driven approach)

GitHub

rnow-config

ReinforceNow

Configure ReinforceNow training runs with config.yml and train.jsonl. Use when setting up training configuration, choosing models, configuring RL algorithms, rollout settings, or training data format. Triggers...

GitHub

rnow-dataset

ReinforceNow

Convert HuggingFace datasets to ReinforceNow format. Use when creating train.jsonl from HuggingFace datasets, formatting data for SFT or RL training, or writing reward functions for math datasets. Triggers on "...

GitHub

rnow-rewards

ReinforceNow

Write reward functions for ReinforceNow RL training. Use when creating @reward decorated functions, writing rewards.py, using precondition rewards, sandbox rewards, or llm_judge. Triggers on "reward function",...

GitHub

rnow-tools

ReinforceNow

Write tool functions for ReinforceNow agent training. Use when creating @tool decorated functions, writing tools.py, defining function calling tools, or sandbox tools. Triggers on "@tool", "tools.py", "tool fun...

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