Borrowing it
Nothing to install: this file belongs to lee-to/ai-workspace. 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/lee-to/ai-workspace/main/AGENTS.mdgit clone --depth 1 https://github.com/lee-to/ai-workspaceWrote 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/lee-to/ai-workspace/agents-md)<a href="https://agentmods.dev/instructions/lee-to/ai-workspace/agents-md"><img src="https://agentmods.dev/badge/instructions/lee-to/ai-workspace/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/lee-to/ai-workspace/agents-md"><img src="https://agentmods.dev/badge/instructions/lee-to/ai-workspace/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 | $0.01733 | $0.01733 |
| Opus 5.5 | $0.00693 | $0.00693 |
| Sonnet 5.5 | $0.00347 | $0.00347 |
| Haiku 4.5 | $0.00173 | $0.00173 |
Grade A, and why
ai-workspace 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 7d 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 — 126 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md
Project map for AI agents. Keep this file up-to-date as the project evolves.
Project Overview
Cross-project shared context CLI + MCP server. Manages local shared context with SQLite and optionally publishes versioned project snapshots to a PostgreSQL-backed, read-only hosted MCP service.
Tech Stack
- Language: Rust (edition 2024)
- Database: SQLite (rusqlite, bundled) locally; PostgreSQL (sqlx) for cloud snapshots
- CLI: Clap v4 (derive)
- Protocol: MCP over stdio locally and authenticated HTTP in cloud mode
Project Structure
ai-workspace/
├── Cargo.toml # Package config, dependencies
├── Cargo.lock # Locked dependency versions
├── Makefile # Build automation (build, test, lint, fmt, check)
├── README.md # Project landing page
├── src/
│ ├── main.rs # Entry point, clap App definition
│ ├── execution.rs # Request-local cwd, environment and CLI output capture
│ ├── local/
│ │ ├── mod.rs # Owner discovery, CLI forwarding, stdio bridge
│ │ └── server.rs # Local HTTP MCP and serialized state-owner worker
│ ├── models.rs # Data models (Project, Group, SharedItem, SharedItemKind)
│ ├── walk.rs # File tree walker and grep (ignore + regex crates)
│ ├── indexer.rs # FTS5 indexer for shared .md files (mtime refresh, reindex)
│ ├── codegraph.rs # Rust-only CodeGraph parser, sync/reindex, source snippets
│ ├── cloud/
│ │ ├── auth.rs # OIDC/JWKS JWT validation
│ │ ├── client.rs # Snapshot push HTTP client
│ │ ├── http.rs # Hosted Axum server and snapshot endpoint
│ │ ├── mcp.rs # Hosted read-only MCP adapter
│ │ ├── models.rs # Versioned cloud wire records
│ │ ├── snapshot.rs # Deterministic local snapshot builder
│ │ ├── subscriptions.rs # Authenticated modern MCP event SSE subscriptions
│ │ └── store.rs # PostgreSQL tenant read model
│ ├── cli/
│ │ └── mod.rs # CLI subcommands and handlers
│ ├── db/
│ │ ├── mod.rs # DB module exports
│ │ ├── schema.rs # SQLite schema creation (tables, FTS5, triggers)
│ │ ├── owner.rs # Canonical DB identity and cross-process ownership lock
│ │ └── crud.rs # Database CRUD operations (Db struct)
│ └── mcp/
│ ├── mod.rs # MCP server entry (stdio loop, request routing)
│ ├── protocol.rs # JSON-RPC types (request, response, error)
│ ├── resources.rs # Scoped event resources and local subscriptions
│ └── tools.rs # MCP tool implementations (workspace, project, service, event, codegraph tools)
├── migrations/
│ └── 0001_cloud_read_model.sql # PostgreSQL JSONB/FTS tables and forced RLS
├── tests/
│ ├── cli_tests.rs # CLI integration tests
│ ├── local_owner.rs # Native owner election, HTTP/stdio sharing, recovery and access tests
│ ├── cloud_push.rs # Snapshot push/redaction integration tests
│ ├── cloud_server.rs # Cloud CLI/server boundary tests
│ ├── fts_search.rs # FTS5 fulltext search integration tests
│ ├── mcp_http_tests.rs # Hosted/local MCP compatibility tests
│ ├── mcp_subscriptions.rs # Live stdio event notification integration tests
│ ├── mcp_consistency.rs # Live search/read revision and access revocation tests
│ └── mcp_tests.rs # MCP protocol integration tests
└── .ai-factory/
└── DESCRIPTION.md # Project specification and tech stack
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.
- 7d ago Changed · +3 lines · +57 tokens per session 63d96d67a09d
- 9d ago Changed · +6 lines · +112 tokens per session fef35112a58a
- 1mo ago Changed · +1 lines · +22 tokens per session d1f501fddbbc
- 1mo ago Changed · +3 lines · +53 tokens per session b7045b55ee96
- 2mo ago Changed · +18 lines · +304 tokens per session 382db1b67e4d
- 2mo ago First seen · 95 lines · 1,185 tokens per session scan A 580506f11ab8
ai-workspace AGENTS.md is an instructions file published in the GitHub repository lee-to/ai-workspace (61 stars, last pushed 7d ago), licensed MIT. It adds 1,733 tokens to every session, about $0.0069 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.
ai-workspace AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| ai-workspace AGENTS.mdlee-to/ai-workspace | Instructions file | 61 | 7d ago | MIT | A | 1,733 | Codex, OpenCode |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | yesterday | MIT | A | 7,461 | Codex, OpenCode |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | yesterday | MIT | A | 4,680 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 5,516 | GitHub Copilot |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 3,093 | GitHub Copilot |
| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 274k | 2d ago | MIT | A | 4,313 | Codex, OpenCode |