Borrowing it
Nothing to install: this file belongs to u9401066/asset-aware-mcp. 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/u9401066/asset-aware-mcp/main/.github/copilot-instructions.mdgit clone --depth 1 https://github.com/u9401066/asset-aware-mcpWrote 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/u9401066/asset-aware-mcp/copilot-instructions)<a href="https://agentmods.dev/instructions/u9401066/asset-aware-mcp/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/u9401066/asset-aware-mcp/copilot-instructions/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/u9401066/asset-aware-mcp/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/u9401066/asset-aware-mcp/copilot-instructions.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 | $0.10569 | $0.10569 |
| Opus 5.5 | $0.04228 | $0.04228 |
| Sonnet 5.5 | $0.02114 | $0.02114 |
| Haiku 4.5 | $0.01057 | $0.01057 |
Grade B, and why
asset-aware-mcp copilot-instructions.md scanned grade B with 1 finding 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.
Reads agent configuration directoriesmediumAgent snooping
.claude/, .codex/, .gemini/ hold keys, settings and other credentials a mod has no legitimate need for.
- MCP 設定會保守 merge：Copilot `.vscode/mcp.json`、Cline `cline_mcp_settings.json`、Codex `~/.codex/config.toml` How it starts
The opening of the file, as written. The whole thing — 605 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Copilot 自定義指令
This guide covers the consolidated 1.4.1 operations. Discover the installed runtime contract and enabled flags before use; check GitHub Releases for publication status. Keep releases on 1.4.x and consolidate verified changes; do not bump the version for each feature. MCP provides necessary checks; the Agent performs complete semantic/visual review and corrections.
📌 此檔案為 VS Code GitHub Copilot Agent Mode 與 Claude Code 的統一指引。
專案概述
MCP Server — Asset-Aware MCP
| 項目 | 說明 |
|---|---|
| 語言 | Python 3.10+ |
| 框架 | 官方 MCP Python SDK 2 MCPServer、LightRAG、PyMuPDF；active optional engines 為 Docling / PyMuPDF4LLM |
| 策略 | 文件→可重用 agent assets；ETL_ENGINE active paths 為 pymupdf（快速預設）/ pymupdf4llm（版面感知）/ docling，MinerU/Marker adapter 目前 security hold |
🎯 核心目標：完整、快速地把文件轉換成「圖、文、表」等 agent 友善的資產，並保留精確來源定位（page / bbox / line span）供引用。
核心功能
- When ods_enabled is advertised, create_ods creates independent native ODS files. Pin asset/revision for read_ods and read_ods_cell. read_ods lists compressed physical ranges with offset/limit; assemble ALL text_excerpt chunks at one text_sha256, sending ods_text_sha256 on text continuation. Then follow next_offset for physical ranges, resetting text_offset and the text hash for that new listing. read_ods_cell takes ods_locator with content.xml, exact table index/name and zero-based logical row/column, including explicit absent cells. Full cell refs identify ONE logical coordinate, never every cell represented by a repeated range. update_ods requires expected_revision and 1..100 unique full original cell refs, typed values and explicit replace_paragraphs_preserve_cell_style display_policy. Formula input uses value.kind="formula" and value.value beginning with "="; native XML prefixes such as "of:=" are not part of this typed input. Blank clears value only; strings stay literal. Review any rich-paragraph replacement. Read complete review_request receipts and new cell refs; no-op receipts are inline and create no history entry. Formula caches and display remain unverified. MCP checks source/revision/native structure; Agent reviews meaning, rich text, recalculated formula results and actual Calc appearance. Cell operations do not render automatically; worksheet rename uses the separate operation below. When workbook_rendering.source_formats includes ods, use the rendition workflow below. Repeated formulas/objects retain mapping-aware edit guards. Wiki retains exact .ods, physical ranges, anchor-only refs, full receipts and exact logical derivation endpoints. Historical evidence stays fixed.
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 · +124 lines · +1,692 tokens per session 5f5e42b22c17
- 1mo ago Changed · +5 lines · +86 tokens per session b32da6df4d01
- 1mo ago Changed · +144 lines · +4,293 tokens per session 1f5ce72d12a3
- 1mo ago Changed · +2 lines · +171 tokens per session e6d05f009565
- 1mo ago First seen · 330 lines · 4,327 tokens per session scan B 50ed20000a2b
asset-aware-mcp copilot-instructions.md is an instructions file published in the GitHub repository u9401066/asset-aware-mcp (0 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 10,569 tokens to every session, about $0.0423 per session on Opus 5.5. A static security scan graded it B with 1 finding (reads agent configuration directories). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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).
deno copilot-instructions.md
Copilot instructions for denoland/deno, covering deno development guide for github copilot, network access, high level overview, key directories and key files to understand first.