Connect Your AI Agent
Connect your AI agent to Finch with CLI & MCP.
Development & IT
Test Scenarios
Turn user stories into QA scenarios with objectives, starting conditions, roles, ordered actions, observable outcomes and edge-case coverage.3 ↓
Development & ITskillDevelopment & ITHarmonyOS Evolution
Record and reuse evidence-backed HarmonyOS engineering lessons in project and user knowledge files.2 ↓Development & ITskillDevelopment & ITHarmonyOS Build Run Diagnose
Guide HarmonyOS build recovery, log analysis, device validation, UI capture and bounded hilog diagnostics.1 ↓Development & ITskillDevelopment & ITCangjie ArkTS Interop
Create and inspect Cangjie-ArkTS hybrid HarmonyOS projects using bundled templates, component tools and structural checks.1 ↓Development & ITskillDevelopment & ITCangjie HarmonyOS Knowledge
Search a local HarmonyOS knowledge collection with lexical and structural retrieval, plus optional embedding enhancement.2 ↓Development & ITskillDevelopment & ITHarmonyOS Project Bootstrap
Create or repair Cangjie HarmonyOS projects from bundled templates, with optional stdx setup and local configuration support.2 ↓Development & ITskillDevelopment & ITCangjie HarmonyOS Development
Coordinate Cangjie HarmonyOS development with skill routing, layered TOML configuration, and a local environment doctor.1 ↓Development & ITskillDevelopment & ITCangjie Coding
Retrieve Cangjie language, standard-library and toolchain knowledge through a bundled SQLite database and progressive-disclosure search tools.4 ↓Development & ITskillDevelopment & ITINJ e2e probe 20261018
Injective publish-path probe run 20261018141843 on Finch prod.74 ↓Development & ITskillDevelopment & ITAVAX Probe 1791957326442
Automated Avalanche mainnet probe skill. No practical value; safe to ignore.1 ↓Development & ITskillDevelopment & ITBeautify GitHub README
Redesign a GitHub README around real repository evidence, or create project-native visual assets while preserving the README.1 ↓Development & ITskillDevelopment & ITAVAX Probe 1791470374420
Automated Avalanche mainnet probe skill. No practical value; safe to ignore.1 ↓Development & ITskillDevelopment & ITDeepSeek Design Installer
Install, update or remove DeepSeek Design plugins for DeepSeek Harness, with optional PPT and video plugins.0 ↓PDF merger
Extract structured data from plain-text documents using LLM0 ↓
QR Life Kit-new
Generate practical QR-code assets and printable cards for everyday use.137 ↓self-reposcopes
Gain insights into your GitHub repos, public or private — powered by Rust and token auth.0 ↓mandete
Description unavailable.15 ↓qdrant-performance-optimization
Different techniques to optimize the performance of Qdrant, including indexing strategies, query optimization, and hardware considerations. Use when you want to improve the speed and efficiency of your Qdrant deployment.0 ↓power-platform-mcp-connector-suite
Generate complete Power Platform custom connector with MCP integration for Copilot Studio - includes schema generation, troubleshooting, and validation1 ↓ECtC
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.19 ↓kongf
Volatility is getting lower this week.0 ↓qdrant-scaling-qps
Guides Qdrant query throughput (QPS) scaling. Use when someone asks 'how to increase QPS', 'need more throughput', 'queries per second too low', 'batch search', 'read replicas', or 'how to handle more concurrent queries'.0 ↓premium-frontend-ui
A comprehensive guide for GitHub Copilot to craft immersive, high-performance web experiences with advanced motion, typography, and architectural craftsmanship.1 ↓kinhtrong
Description unavailable.1 ↓admitloveme
Description unavailable.11 ↓quasi-coder
Expert 10x engineer skill for interpreting and implementing code from shorthand, quasi-code, and natural language descriptions. Use when collaborators provide incomplete code snippets, pseudo-code, or descriptions with potential typos or incorrect terminology. Excels at translating non-technical or semi-technical descriptions into production-quality code.0 ↓gohttp
Description unavailable.0 ↓prompt-optimizer
Turn any rough prompt, half-formed idea, or task description into a finished, ready-to-send prompt optimized for any LLM model inside a chat interface — NOT the API. Use this skill whenever the user wants to write, rewrite, optimize, improve, sharpen, or polish a prompt for chat. Trigger phrases include "rewrite this prompt", "make this a better prompt", "optimize this prompt", "turn this into a prompt", "help me prompt this", "draft a prompt that...", "I want to ask...", or1 ↓lvman
The trend remains stable despite small pullbacks.8 ↓g2ray
g2ray lets you run a proxy in GitHub Codespaces. Fork the repo, create a codespace, wait a few minutes to get the connection string, and it works with v2rayNG, Nekobox, and more7 ↓khinhbi
Description unavailable.0 ↓c plus plus
A free and strong UCI chess engine8 ↓awesome5
😎 Awesome lists about all kinds of interesting topics14 ↓xacnhan
Description unavailable.0 ↓l10n-colombia
Description unavailable.0 ↓math--gsl
Description unavailable.0 ↓ai-code-transsslator
Use AI to translate code from one language to another.0 ↓qdrant-model-migration
Guides embedding model migration in Qdrant without downtime. Use when someone asks 'how to switch embedding models', 'how to migrate vectors', 'how to update to a new model', 'zero-downtime model change', 'how to re-embed my data', or 'can I use two models at once'. Also use when upgrading model dimensions, switching providers, or A/B testing models.0 ↓Photo Editor
Deterministic local photo edits: resize, rotate, crop, grayscale, brightness/contrast, and PNG/JPEG/WebP conversion via a Python script. No generative editing; never modifies the input file.0 ↓trendoimoi
Description unavailable.6 ↓ECCe
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.9 ↓qdrant-scaling-data-volume
Guides Qdrant data volume scaling decisions. Use when someone asks 'data doesn't fit on one node', 'too much data', 'need more storage', 'vertical or horizontal scaling', 'tenant scaling', 'time window rotation', or 'data growth exceeds capacity'.0 ↓memory-extractor-finchip-new
Mine durable long-term memories out of a conversation or text, dedupe and consolidate near-duplicates without losing facts, and decide what to keep, compress or forget — fully offline, no network, no API keys, deterministic by construction.90 ↓qdrant-memory-usage-optimization
Diagnoses and reduces Qdrant memory usage. Use when someone reports 'memory too high', 'RAM keeps growing', 'node crashed', 'out of memory', 'memory leak', or asks 'why is memory usage so high?', 'how to reduce RAM?'. Also use when memory doesn't match calculations, quantization didn't help, or nodes crash during recovery.0 ↓jefllyfin
The Free Software Media System - Server Backend & API20 ↓Development & ITskillDevelopment & ITSuper Web Design-new
Website design workflow with varied layouts, static HTML delivery, and browser QA.0 ↓Development & ITskillDevelopment & ITVision Agent Browser-new
vision-agent-browser documentation.0 ↓Development & ITskillDevelopment & ITSource Scout-new
Research and source discovery workflow.0 ↓Development & ITskillDevelopment & ITadobe-illustrator-scripting-finchip-new
Expert guidance for automating Adobe Illustrator with ExtendScript (JavaScript/JSX) — the complete scripting object model, coordinate system, measurement units, export workflows and production-quality patterns, plus a quick reference and runnable example scripts.0 ↓Development & ITskillDevelopment & IT