Exploration Map
76 projects across 6 domains
Every day, a new experiment.
76 of 76 projects
dagulint
Local-first lint, fmt, diff for dagu workflow YAML — DAGU001-020 rule catalogue, deterministic output, single binary.
evaltrack
Local-first regression and trend CLI for promptfoo eval histories — the git log + git diff for LLM eval outputs.
difyctl
Lint and semantically diff Dify workflow DSL (YAML) from the command line. CI-friendly, single binary.
skilldigest
Static analyzer for AI agent skill libraries. Finds dead/bloated/conflicting skills, counts tokens, gates CI. Single Rust binary.
mcpbench
MCP server load tester: concurrent JSON-RPC, per-tool p50/p95/p99, stdio+HTTP/SSE transports, CI regression gating
agentlint
Cross-platform linter for AI agent configs (CLAUDE.md, AGENTS.md, .cursorrules, MCP). Dead refs, conflicts, security. CI-ready SARIF output.
ragcheck
Offline RAG retrieval-quality harness. Recall@k, nDCG, MRR, chunking diagnostics, regression diffs. No LLM-as-judge required. CI-friendly.
skillpack
Package manager and lockfile for agent skills (SKILL.md/AGENT.md/.cursorrules). Resolve, pin, hash, bundle, sign. Single Go binary.
mcptrace-rs
Observability proxy and OpenTelemetry exporter for MCP servers — trace tool calls, measure latencies, enforce SLO budgets. Single Rust binary.
youtube-subtitle-extractor
A pipeline that turns YouTube videos and channels into Korean knowledge bundles (transcript, translation, research article, pro/con debate). Claude Code skills orchestrate yt-dlp + faster-whisper.
benchdiff-rs
Statistical benchmark regression detector for Criterion, Go bench, and hyperfine — single Rust binary, CI-ready, markdown reports
envaudit
Audit environment variable configs across .env, CI/CD, Docker, and K8s for secrets, inconsistencies, and missing variables — 25 built-in rules, SARIF output
mcpaudit
Static security auditor for MCP (Model Context Protocol) server definitions — 20 built-in rules, SARIF output, diff mode
mcprouter
MCP server gateway/router — routes JSON-RPC requests between multiple MCP servers based on capability matching, with health checks, fallback chains, request logging, and load balancing
sessaudit
CLI agent session log analyzer — parses agent sessions, enforces security policies, detects violations, generates compliance reports
agentmem
Testing framework for AI agent memory systems — validates persistence, recall accuracy, staleness, benchmarking, and pruning
promptdiff
Prompt regression testing CLI — version tracking, golden snapshots, and drift detection for LLM prompts
ouroboros-rs
Rust reimplementation of ouroboros — Socratic interview, spec crystallization, Double Diamond execution, and evolutionary evaluation
opensandbox-rs
Rust reimplementation of Alibaba OpenSandbox — secure, fast sandbox runtime for AI agents
apidiff
CLI tool for API response regression detection — snapshot, diff, and detect breaking changes
orchtest
Testing framework for multi-agent orchestration — mock agents, routing rules, and handoff assertions
deeptutor-rs
AI learning assistant with RAG + knowledge graph — Rust reimplementation of DeepTutor
skilltest
Testing harness for AI agent skills and plugins — contract-driven YAML specs with mocked environments
spectest
CLI that validates running APIs against OpenAPI/Swagger specs. Auto-generates requests, verifies response schemas, reports drift.
edict-rs
★ 1Multi-agent orchestration in Rust — state machines, permission matrices, task management. Reimplementation of edict (Python, 13.3K stars).
understand-rs
Code knowledge graph builder in Rust. Parse Rust/Go/TS/Python codebases into queryable graphs. 10-100x faster than TypeScript original.
strmtest
CLI tool for testing streaming endpoints (SSE, WebSocket, gRPC streaming). Verify event ordering, test reconnection, measure latency.
routecheck
Static route conflict detection for Express, Gin, FastAPI, Chi, Echo. Find shadowed routes, duplicates, and parameter conflicts. CI-friendly with JSON output.
omcc-rs
Multi-agent orchestration plugin for Claude Code — Rust reimplementation of oh-my-claudecode
claw-rs
Working AI agent runtime in Rust — educational reimplementation of claw-code with real tool execution and LLM integration
graft
Infrastructure as Code for Claude Code multi-agent pipelines. Write .gft, compile to .claude/ harness. 77% fewer tokens, 200x faster than manual config.
llmgateway-rs
LLM API gateway proxy with caching, rate limiting, load balancing, and cost tracking — Rust reimplementation of Helicone
flowlint
Static analyzer for workflow DAG definitions — cycle detection, type checking, error handler validation
ruvector-go
Vector database with HNSW index from scratch, quantization, and REST API — Go reimplementation of RuVector
sonic-go
Full-text search engine with inverted index, auto-complete, and fuzzy matching — Go reimplementation of Sonic
scrapling-go
Adaptive web scraping with smart element tracking — Go reimplementation of Scrapling
pageindex-go
★ 1Vectorless RAG via hierarchical tree indexing — Go reimplementation of PageIndex with zero external deps
paperclip-go
AI company orchestration engine — Go reimplementation of paperclip with zero dependencies and lease-based locking
codegraph-go
★ 1Re-implementation of code-review-graph in Go — source code knowledge graph for smart code review context, zero deps
cocoindex-go
Re-implementation of cocoindex in Go — incremental data pipeline with hash-based CDC, zero deps
secretscan-go
Re-implementation of gitleaks in Go — secret detection with parallel scanning, entropy analysis, SARIF output
memmachine-go
Re-implementation of MemMachine in Go — AI agent memory layer with graph associations, semantic search, zero deps
fastmcp-go
Re-implementation of fastmcp in Go — MCP server framework with zero deps, single binary, native concurrency
lightrag-go
Re-implementation of LightRAG in Go — graph-based RAG with parallel extraction, fuzzy entity matching, zero heavy deps
dagrun
★ 1Re-implementation of dagu in Go — lightweight DAG workflow runner with zero deps
rtk-go
Re-implementation of rtk in Go — LLM token reduction CLI with zero deps, unified filter interface, no shell injection
sqlaudit
SQL Query Auditor & Optimizer -- analyze SQL for performance, security, and best practices
promptguard
Prompt injection detection and sanitization for LLM applications
valx
High-performance data validation library for TypeScript with schema inference, composable validators, and AI output validation
logql
SQL-like query language for structured logs. Query JSON/logfmt/CLF/syslog logs with familiar SQL syntax.
ctxpack
Smart context packing for AI coding agents — selects minimal relevant files from any codebase
jsleekr-plugins
Claude Code plugin marketplace — developer tools and productivity
lockcheck
Lockfile integrity analyzer - detect phantom deps, manifest drift, duplicates, and supply chain risks across npm, yarn, pnpm, poetry, and Go
tokencost
Provider-agnostic LLM token cost tracking, budgeting, and analytics CLI
rulegen
Analyze codebases and auto-generate AI coding rules for Claude Code, Cursor, Codex, and more
depaudit
Unified dependency audit CLI: license compliance, security vulnerabilities, and maintainer health in one tool
mcptest
CLI testing framework for MCP (Model Context Protocol) servers — validate protocol compliance, test tools/resources/prompts, benchmark performance
agentspec
Agent behavioral testing -- YAML specs for tool calls, sequences, constraints
mocklm
LLM response mocking for tests — streaming SSE, tool_use blocks, fuzzy matching. msw for LLMs.
ctxlens
LLM context window profiler -- decompose, count tokens, estimate costs
migra
Database schema migration manager - compare, diff, and migrate schemas with confidence
schemadiff
Detect breaking schema changes before they ship - JSON Schema & OpenAPI diff for CI
drift-guard
Quality guardian for AI coding agents. Detect context drift, preserve critical context, auto-monitor output quality.
pactship
★ 1Lightweight consumer-driven contract testing for microservices APIs
diffgate
Risk analysis for code diffs — 17 rules, blast radius scoring, CI gate mode
sqlink
★ 1Fluent SQL query builder with chain API, parameterized queries, and multi-dialect support
gitguard
Pre-commit security scanner — catches secrets, API keys, and credentials before they reach git history
semver-check
Detect breaking API changes before they ship. Compares TypeScript/JavaScript API surfaces across versions and flags semver violations.
simple-poker-analysis
Poker simulation & analysis platform with AI bots, CFR solver, and React dashboard
simple-poker-tournament
Web-based No-Limit Texas Hold'em Tournament System with AI bots and real-time multiplayer
flagops
Git-native feature flags with zero infrastructure
code-graph
Smart context extraction for AI coding tools. Build code graphs, query with token budgets, get exactly the context AI needs.
hearthstone-lab
Hearthstone deck building & simulation laboratory
agent-cost-monitor
Track and analyze AI agent API costs across providers in real-time
Muji
AI coding companion plugin for Claude Code — ambient music, TTS notifications, ElevenLabs voices, pomodoro timer, wellness alerts, and idle detection
git-trend-sync
Sync AI trends to your project — auto-discovers trending GitHub repos and matches them to your codebase