Borrowing it
Nothing to install: this file belongs to KanoCifer/DevTaskMcp. 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/KanoCifer/DevTaskMcp/main/AGENTS.mdgit clone --depth 1 https://github.com/KanoCifer/DevTaskMcpWrote 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/kanocifer/devtaskmcp/agents-md)<a href="https://agentmods.dev/instructions/kanocifer/devtaskmcp/agents-md"><img src="https://agentmods.dev/badge/instructions/kanocifer/devtaskmcp/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/kanocifer/devtaskmcp/agents-md"><img src="https://agentmods.dev/badge/instructions/kanocifer/devtaskmcp/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 | $0.01056 | $0.01056 |
| Opus 5.5 | $0.00422 | $0.00422 |
| Sonnet 5.5 | $0.00211 | $0.00211 |
| Haiku 4.5 | $0.00106 | $0.00106 |
Grade A, and why
DevTaskMcp 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 2mo 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 — 73 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CLAUDE.md
Project
DevTaskMcp is an MCP server (Python, FastMCP) that wraps the kanocifer.chat dev-task API as Task Document v3 tools for AI agents. It implements a "frontier" pattern — agents claim and execute the next ready task from a kanban board. The v3 protocol collapses all long-form text into a single detail Markdown body and uses YAML front matter (same convention as skill SKILL.md) for structured fields.
Commands
# Run the MCP server (streamable-http, binds 0.0.0.0:8003, endpoint /mcp/)
uv run python -m devtask_mcp.server
# Docker deploy
docker compose up --build
# Run the test suite
uv run --group dev python -m pytest tests -q
Server env: MCP_HOST/MCP_PORT (default 0.0.0.0:8003), MCP_AUTH_TOKEN (static Bearer token; empty disables app-level auth). The container binds loopback only — a reverse proxy in front terminates TLS.
Environment
.env (gitignored, copy from .env.example) provides:
DEVTASK_API_KEY— required, Bearer for the API.DevTaskClientraisesRuntimeErrorat construction if empty.DEVTASK_API_BASE— defaults tohttps://api.kanocifer.chat/api/v3.
Code style
from __future__ import annotationsin every source file (PEP 604 union syntax).- Google-style docstrings with
Args:sections. - Logger name:
"devtask-mcp".
Critical: Chinese literal enums
Task model enum values are Chinese strings, not English constants. Validating at the Python boundary prevents bad values from wasting API round-trips:
| Field | Canonical values |
|---|---|
TaskType |
"问题", "功能需求", "优化", "技术债" |
TaskPriority |
"P0 紧急", "P1 高", "P2 中", "P3 低" |
TaskStatus |
"待评估", "待排期", "进行中", "已搁置", "已完成" |
TaskScope |
free-form str, recommended format "<层>-<技术>" e.g. "前端-React" |
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.
- 2mo ago First seen · 73 lines · 1,056 tokens per session scan A a8b182f2b19a
DevTaskMcp AGENTS.md is an instructions file published in the GitHub repository KanoCifer/DevTaskMcp (1 stars, last pushed 2mo ago), licensed MIT. It adds 1,056 tokens to every session, about $0.0042 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.
DevTaskMcp AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| DevTaskMcp AGENTS.mdKanoCifer/DevTaskMcp | Instructions file | 1 | 2mo ago | MIT | A | 1,056 | 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 |