Borrowing it
Nothing to install: this file belongs to u9401066/academic-figures-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/academic-figures-mcp/main/AGENTS.mdgit clone --depth 1 https://github.com/u9401066/academic-figures-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/academic-figures-mcp/agents-md)<a href="https://agentmods.dev/instructions/u9401066/academic-figures-mcp/agents-md"><img src="https://agentmods.dev/badge/instructions/u9401066/academic-figures-mcp/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/u9401066/academic-figures-mcp/agents-md"><img src="https://agentmods.dev/badge/instructions/u9401066/academic-figures-mcp/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 | $0.00583 | $0.00583 |
| Opus 5 | $0.00292 | $0.00292 |
| Sonnet 5 | $0.00117 | $0.00117 |
| Haiku 4.5 | $0.00058 | $0.00058 |
Grade A, and why
academic-figures-mcp 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 8d 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 — 61 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Asset-Aware MCP Codex Harness
These are workspace instructions for Codex when working with Asset-Aware MCP through the VS Code extension, local CLI, or MCP server.
Goal
Help the user build and operate citation-ready document workflows that preserve precise evidence provenance for PDFs, DOCX files, tables, figures, DFM edits, and LightRAG knowledge graph outputs.
Working Style
- Use Traditional Chinese unless the user asks otherwise.
- Prefer exact file paths, command output summaries, and verification results.
- Treat messy document inputs as normal: broken numbering, mixed encodings, nested tables/lists, OCR artifacts, and repeated format conversions are all expected.
- When changing behavior, add a regression test that proves the edge case stays fixed.
Core Workflow
- Ingest or convert the document with the narrowest suitable MCP tool.
- Preserve source identity with stable IDs, locator metadata, and hashes.
- Keep DFM/DOCX round trips reversible and prompt before destructive writes.
- Use CRAAP as a conservative evidence-quality scaffold; do not invent scores.
- Prefer line/char/byte spans plus surrounding context for citation-ready claims.
- Re-run the focused tests for changed code, then the full release harness before publishing.
Repository Work
- Treat
.codex/skills,.cline/skills,.clinerules,.github/agents, and.github/copilot-instructions.mdas bundled assistant harness assets. - Run
npm run sync-assetsinvscode-extension/before packaging the VSIX. - Keep
vscode-extension/resources/repo-assets/**synchronized with source files vianpm run sync-assets:check. - Preserve custom user MCP settings, Cline
alwaysAllow, Codex comments, and unrelated server entries during extension install/update flows.
Guardrails
- Never overwrite a source DOCX without checking stale mtime/session state.
- Never loosen citation locator integrity just to make a test pass.
- Do not commit generated outputs from
dist/,vscode-extension/out/,.venv/, or document processing data directories. - Keep the VSIX install path production-grade: native Copilot MCP provider,
workspace
.vscode/mcp.json, Cline MCP settings, Codex MCP config, and bundled harness assets must remain in sync.
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.
- 8d ago First seen · 61 lines · 583 tokens per session scan A 568b2169a3b1
academic-figures-mcp AGENTS.md is an instructions file published in the GitHub repository u9401066/academic-figures-mcp (0 stars, last pushed 4mo ago), licensed Apache-2.0. It adds 583 tokens to every session, about $0.0029 per session on Opus 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.
Other instructions, from other repositories
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AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.
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vscode buildNext.instructions.md
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vscode oss-third-party-notices.instructions.md
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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.
spec-kit AGENTS.md
AGENTS.md instructions for github/spec-kit, covering agents.md, about spec kit and specify, quickstart — add a new integration in 5 steps, integration architecture and integrationmanifest — file tracking.