Borrowing it
Nothing to install: this file belongs to Knuckles-Team/tunnel-manager. 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/Knuckles-Team/tunnel-manager/main/AGENTS.mdgit clone --depth 1 https://github.com/Knuckles-Team/tunnel-managerWrote 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/knuckles-team/tunnel-manager/agents-md)<a href="https://agentmods.dev/instructions/knuckles-team/tunnel-manager/agents-md"><img src="https://agentmods.dev/badge/instructions/knuckles-team/tunnel-manager/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/knuckles-team/tunnel-manager/agents-md"><img src="https://agentmods.dev/badge/instructions/knuckles-team/tunnel-manager/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 | $0.05160 | $0.05160 |
| Opus 5.5 | $0.02064 | $0.02064 |
| Sonnet 5.5 | $0.01032 | $0.01032 |
| Haiku 4.5 | $0.00516 | $0.00516 |
Grade A, and why
tunnel-manager 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 6d 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 — 439 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md
Agent contract
Tool-neutral rules for any AI agent or human working in this repository. This block is maintained by the fleet standard; edit outside the markers.
- Owner boundary: this repository owns one external system's calls, mappings and MCP tools (spec prefix
CONN-TUNNEL-MANAGER-); it depends on the connector SDK only. Feature routing across repositories: ecosystem boundaries. - Setup: run
uv sync --locked, thenuvx pre-commit install --hook-type pre-commit --hook-type pre-push. - Gates:
uvx pre-commit run --all-filesmust pass before you push. Do not bypass hooks to get green. - Commits: one logical change per commit with a
Spec: <ID>trailer (orSpec: none (<reason>)), plus aCo-Authored-By:trailer naming the assisting agent. Stage explicit paths only; nevergit add -Aorgit add .. Use your own configured Git identity, never a tool or bot name. - Org rules: organization AGENTS.md.
Canonical guidance for any AI coding agent or human; tool-specific entry files (for example
CLAUDE.md) only import this file. Edit this file.
Tech Stack & Architecture
- Language/Version: Python 3.10+
- Core Libraries:
scion-sdk,fastmcp,paramiko,pydantic-ai - Key principles: Functional patterns, Pydantic for data validation, asynchronous tool execution.
- Architecture:
mcp_server.py: Main MCP server entry point and tool registration for SSH tunnel operations.agent_server.py: Pydantic AI agent definition and logic for tunnel management.tunnel_manager.py: Core SSH tunnel feature including HostManager and Tunnel classes.operation_manager.py: Enhanced operation tracking with streaming progress and cancellation.system_intelligence.py: Remote system discovery and intelligence gathering.advanced_file_manager.py: Advanced file operations including recursive ops, search, monitoring, and backup.security_auditor.py: Security and compliance auditing capabilities.tests/: Complete test suite for tunnel management and MCP server feature.
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.
- 6d ago Changed · -9 tokens per session 85fcaf22a93d
- 12d ago Changed · -10 tokens per session 6eba9cf5c197
- 14d ago Changed · +12 lines · +284 tokens per session 6781a6df88a3
- 20d ago Changed · +10 tokens per session 45df71961938
- 26d ago Changed · +4 lines · +153 tokens per session b491749cfcb7
- 27d ago Changed · +22 tokens per session 430a275aa90c
- 2mo ago First seen · 423 lines · 4,710 tokens per session scan A cc9b9fe15eb4
tunnel-manager AGENTS.md is an instructions file published in the GitHub repository Knuckles-Team/tunnel-manager (3 stars, last pushed 2d ago), licensed MIT. It adds 5,160 tokens to every session, about $0.0206 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 2026-08-31.
tunnel-manager AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| tunnel-manager AGENTS.mdKnuckles-Team/tunnel-manager | Instructions file | 3 | 2d ago | MIT | A | 5,160 | 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 |