Borrowing it
Nothing to install: this file belongs to hsingjui/ContextWeaver. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/hsingjui/ContextWeaver/main/AGENTS.mdgit clone --depth 1 https://github.com/hsingjui/ContextWeaverWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/instructions/hsingjui/contextweaver/agents-md)<a href="https://agentmods.dev/instructions/hsingjui/contextweaver/agents-md"><img src="https://agentmods.dev/badge/instructions/hsingjui/contextweaver/agents-md/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/instructions/hsingjui/contextweaver/agents-md"><img src="https://agentmods.dev/badge/instructions/hsingjui/contextweaver/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00856 | $0.00856 |
| Opus 5.5 | $0.00342 | $0.00342 |
| Sonnet 5.5 | $0.00171 | $0.00171 |
| Haiku 4.5 | $0.00086 | $0.00086 |
Grade A, and why
ContextWeaver AGENTS.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 87 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md
This file provides guidance to AI coding agents when working with code in this repository.
Project Overview
ContextWeaver 是一个为 AI 代码助手设计的语义检索引擎，采用混合搜索（向量 + 词法）、智能上下文扩展和 Token 感知打包策略。
Development Commands
# Build
pnpm build # 编译 TypeScript (tsup)
# Development
pnpm dev # Watch 模式开发
# Run locally
pnpm start # 运行编译后的 CLI
node dist/index.js # 直接运行
# CLI usage
contextweaver init # 初始化配置文件 (~/.contextweaver/.env)
contextweaver index [path] # 索引代码库
contextweaver search # 本地搜索
contextweaver mcp # 启动 MCP 服务端
Architecture
Core Pipeline
索引: Crawler → Processor → SemanticSplitter → Indexer → VectorStore/SQLite
搜索: Query → Vector+FTS Recall → RRF Fusion → Rerank → GraphExpander → ContextPacker
Key Modules
| Module | Location | Responsibility |
|---|---|---|
| SearchService | src/search/SearchService.ts |
混合搜索核心，协调向量/词法召回、RRF 融合、Rerank 精排 |
| GraphExpander | src/search/GraphExpander.ts |
三阶段上下文扩展 (E1 邻居/E2 面包屑/E3 导入) |
| ContextPacker | src/search/ContextPacker.ts |
段落合并和 Token 预算控制 |
| SemanticSplitter | src/chunking/SemanticSplitter.ts |
AST 语义分片器 (Tree-sitter) |
| VectorStore | src/vectorStore/index.ts |
LanceDB 适配层 |
| Database | src/db/index.ts |
SQLite + FTS5 元数据和全文索引 |
| MCP Server | src/mcp/server.ts |
Model Context Protocol 服务端实现 |
Import Resolvers
跨文件依赖解析器位于 src/search/resolvers/，支持 JS/TS、Python、Go、Java、Rust。
Configuration
- 环境变量配置:
~/.contextweaver/.env - 搜索参数配置:
src/search/config.ts - 日志文件:
~/.contextweaver/logs/app.YYYY-MM-DD.log
Code Conventions
- TypeScript ESM 模块 (
"type": "module") - 使用 tsup 打包
- Node.js >= 20
- pnpm 作为包管理器
Trellis Instructions
These instructions are for AI assistants working in this project.
This project is managed by Trellis. The working knowledge you need lives under .trellis/:
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 1mo ago Changed · +21 lines · +251 tokens per session af8ae046d71c
- 1mo ago First seen · 66 lines · 605 tokens per session scan A 7b8b35386d62
ContextWeaver AGENTS.md is an instructions file published in the GitHub repository hsingjui/ContextWeaver (297 stars, last pushed 1mo ago), licensed MIT. It adds 856 tokens to every session, about $0.0034 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other instructions, from other repositories
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
next.js AGENTS.md
AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, cache eligibility and rollout and applying the notice (cutover).
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
vscode copilot-instructions.md
Copilot instructions for microsoft/vscode, covering vs code copilot instructions, project overview, root folders, core architecture (src/ folder) and built-in extensions (extensions/ folder).
vscode model-prompts.instructions.md
Model-specific prompt authoring and registry guidelines.