Reuse Before Generate
Verified · 24 days agoChecks whether your idea already exists before your agent builds it. Searches GitHub, npm, Python.
Checks whether your idea already exists before your agent builds it. Searches GitHub, npm, Python.
Deterministic AI code review, with an audit record. Governance inside the agent loop.
Operate Linux, macOS and Windows from your LLM. Every action runs through an auditable allowlist.
Manage Docker (containers, images, Compose, Swarm, registries) via the Docker SDK and CLI.
Verifiable cognition: prove a session ledger is tamper-evident; audit & import any agent's logs.
MCP server for authoring, analyzing, debugging, and running Snowfakery recipes
AI-optimized GitHub MCP server: 112 tools, 98% token reduction, compact responses.
Give an AI agent a real .NET debugger: breakpoints, stepping, locals, expression evaluation.
UI design from prompts, screenshots, and URLs for AI coding agents and theme tokens.
Generate Express.js backend projects with ORMs, auth, payments, and DevOps
Gradle-accurate JVM classpath; fetch Java source, signatures, and class structure for agents.
AI-driven live debugger with MCP bridge for Python, JS, TS, Rust, Java, C/C++
MCP server that offloads routine coding tasks to local LLM (Ollama) to save Claude API tokens
Safety boundary for agent written GitHub PR reviews: pending and invisible, submitting is opt-in
Structural warm start for AI coding agents in .NET: cheap Roslyn signature maps of C#/.NET files.
Debug microcontrollers via OpenOCD: flash, breakpoints, memory, registers and variables.
Selects the minimum code an LLM needs to review a git diff
GitHub Actions MCP — view runs, read logs, re-run jobs, and manage CI/CD.
MCP security guard + package manager: trust-scored installs, blocks prompt injection and rug-pulls.
Local-first GitHub contribution research workbench