🧠 Automated AI Knowledge Base for Product Managers — 4-pillar system with self-evolving knowledge graph. Updates every 4h.

TokenSched — a CPU-scheduler-style token-budget admission controller for coding agents: pre-allocate budget per sub-task, down-tier or preempt low-value work before the window blows.

Curated Hermes Agent skills & runbooks — personal knowledge workflows, ready to drop into your own agent. | 精选 Hermes Agent Skill 合集，记录和分享 hermes-agent 使用经验，开箱即用。

Surgical in-session context editing for coding agents — delete failed turns from Claude Code / Cursor sessions instead of /clear-and-restart

Harness-neutral KV/prefix-cache proxy for coding agents — intercepts OpenAI-compatible chat traffic, tracks prefix stability, cuts token spend

Offline Go scanner that catches prompt-injection instructions hidden in third-party dependency prose (README/CHANGELOG/docstring) before your coding agent runs them — single static binary, SARIF output

Local kill-switch proxy that caps per-project spend for coding-agent CLIs across five provider families

tokenctl — cgroups for your LLM bill: hierarchical token budgets, in-flight preemption, multi-provider proxy

ctxprof — context-budget profiler for Claude Code sessions: see exactly what's eating your context window

TypeScript dependency scanner that catches prompt-injection instructions hidden in prose before your coding agent executes third-party deps

Scan your npm/Python dependency READMEs for prompt-injection instructions aimed at coding agents before you install — JSON output for CI

Adapt GLM-5.2 tool-calling to the OpenAI tool_calls schema so coding-agent harnesses stop silently mis-parsing GLM function calls

Claude Code & Codex agent honesty verifier — one command surfaces fixes the coding agent claimed but never made.

idemstep — exactly-once idempotency for agent side-effects

Forensic timeline that shows which bash command your AI ran at 3am

Zero-config CLI that audits a JS/TS repo for AI-generated code slop and emits a single SlopScore (0-100) plus a ranked file heatmap.

Signed manifest + scope-drift detector for Claude Code skills.

AI 落地情报雷达 · 真实案例追踪 / 行业趋势 / 付费简报选题

Structured verification gate for AI agent edit loops — AST-level proof that edits actually landed

CacheGuard（缓存卫士）— a drop-in proxy that keeps DeepSeek's server-side prefix-cache stable in front of any coding agent, so cache-hit pricing never silently breaks.