I build the infrastructure around coding agents: skills, trust, memory, orchestration, routing, governance, and recovery.
Each project works alone. Together, they form a closed execution loop.

---

// START_WITH_A_TASK

Choose the problem you want to solve, then follow that project's setup guide.

Your task	Start here
Find skills for coding agents	claude-skill-registry for discovery; spellbook for reusable workflows
Keep context across long-running agent work	remem
Route requests to LLM providers	litellm-rs
Understand Claude Code and Codex usage costs	ccstats
Keep a Mac awake during agent tasks	Caff's task guide

Each repository documents its own installation, requirements, support, and license. The stack diagram below describes how the projects relate; it is not a shared installer.

---

// THE_CLOSED_LOOP

---

// FLAGSHIP_SYSTEMS

EXTEND / 01 claude-skill-registry The comprehensive discovery layer for Claude Code skills.	EXTEND / 02 spellbook Cross-runtime skills for Claude Code, Codex, and multi-agent workflows.	ROUTE / 03 litellm-rs High-performance Rust gateway with 60+ runtime-wired providers through one format.
ORCHESTRATE / 04 harness Governed fleets of parallel coding agents, powered by a Rust control plane.	TRUST / 05 vibeguard Rules, hooks, and guards against hallucinated or unverified agent changes.	REMEMBER / 06 remem Local-first, auditable memory for long-running Claude Code and Codex work.

// OPEN_MODULE_BAY — more systems, tools, and experiments

Core loop

Project	Role
awesome-goal-prompts	114 source-backed /goal contracts for coding agents
argus	Install-time supply-chain scanner for npm, PyPI, and crates.io
specrail	Spec-first rails for agent-assisted repository workflows (archived)
keepline	Session command center for monitoring and recovering agent work

Rust systems

Project	Role
sage	Blazing-fast coding agent in pure Rust
rnk	Declarative TUI framework with React-like hooks and 45+ components
rui	GPU-accelerated UI framework inspired by GPUI
ccstats	Claude Code and Codex token/cost analytics CLI
jsonrepair-rs	Repair 30+ classes of malformed JSON from LLM output
rekey	Agent API-key routing and credential-isolation proxy
rclean	Find and clean rebuildable developer artifacts

Agent tooling

Project	Role
tokenpulse	Read-only Codex and Claude Desktop throughput analysis with consistent timing and a controlled benchmark protocol
loom	Skill registry and projection control plane (no new features)
claude-skill-manager	Discover, install, and manage Claude Code skills
claude-skill-registry-core	Deduplicated registry artifacts and index
claude-skill-registry-data	Raw skills archive data
auto-contributor	Automated GitHub contribution workflow powered by Claude Code
cc-model-watch	Warn when Claude Code silently swaps the serving model
ccp	Isolated Claude Code profiles — run multiple API providers side by side
claude-code-anime-sounds	Anime-themed Claude Code hook sounds

Memory, context, and repository operations

Project	Role
refine	Extract reusable knowledge from coding-agent conversations
chat-archive-rs	Archive and search Claude Code and Codex sessions
stash	Evidence-backed personal task inbox
open-source-repo-ledger	Public repository-readiness ledger
shipwise	Agent-facing open-source launch playbook
test-loop	Language-agnostic drift detection and CI guardrails
seo-agent-suite	Discoverability audits for Shipwise

Daily drivers and experiments

Project	Role
caff	Keep macOS awake during long-running agent tasks
quotabar	Claude and Codex quota monitor for the macOS menu bar
rss-scout	Zero-API AI/tech discovery across 113+ feeds
spaceview	High-performance macOS disk analyzer with treemap visualization
techpulse	Hacker News, Reddit, GitHub, RSS, and Lobsters aggregator
codia	Web-based 3D AI companion with voice and emotion
openbot	Self-hosted multi-bot chat with persistent roles, memory, and scheduled work
gh-mine	List your open GitHub issues and pull requests in one command
issue-lens	Mine peer products' resolved GitHub issues into test-design inspiration, indexed by product form
mysterious-revival	Godot roguelike based on Mysterious Revival — WIP
werewolf-nakama	Online multiplayer Werewolf with Nakama and React
ephemera	Code-only browser animations: ray-traced black hole, a million GPU particles, synthwave, ink-wash film
stillmotion	Record browser animations into frame-exact MP4 with synthesized sound: CSS, SVG and WebGL

---

// OPEN_CHANNEL

_{BEIJING · UTC+8 · USUALLY BUILDING SOMETHING THAT KEEPS AGENTS HONEST}