What is interdeep AGENTS.md?

A project guide for interdeep, a deep-research tool that extracts web content and coordinates research in several stages. It records the project's architecture, commands, references, and development rules.

Use it when working on interdeep's Python code, content-extraction tools, research workflow, or release process.

It gives coding agents one place to find the rules for changing, testing, and releasing the project, reducing guesswork and accidental changes.

How mistakeknot/interdeep configures Codex and OpenCode

Reuse

Borrowing it

Nothing to install: this file belongs to mistakeknot/interdeep. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file

curl -O https://raw.githubusercontent.com/mistakeknot/interdeep/main/AGENTS.md

Clone the repo

git clone --depth 1 https://github.com/mistakeknot/interdeep

Made for: Codex, OpenCode.

Wrote 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.

README.md

[![agentmods](https://agentmods.dev/badge/instructions/mistakeknot/interdeep/agents-md/github.svg)](https://agentmods.dev/instructions/mistakeknot/interdeep/agents-md)

Your own site

<a href="https://agentmods.dev/instructions/mistakeknot/interdeep/agents-md"><img src="https://agentmods.dev/badge/instructions/mistakeknot/interdeep/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.

Your own site · 80×15

<a href="https://agentmods.dev/instructions/mistakeknot/interdeep/agents-md"><img src="https://agentmods.dev/badge/instructions/mistakeknot/interdeep/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 1,273 This file is loaded in full into every session.

When invoked 1,273 The same file — it is already loaded in full.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Token cost

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	$0.01273	$0.01273
Opus 5.5	$0.00509	$0.00509
Sonnet 5.5	$0.00255	$0.00255
Haiku 4.5	$0.00127	$0.00127

Measured 2mo ago against content hash 838488a6c05b, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

interdeep 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.

AGENTS.md · 134 lines

How it starts

The opening of the file, as written. The whole thing — 134 lines — stays where its author put it; the contents beside it link to each section on GitHub.

interdeep — Agent Guide

Deep research plugin for Claude Code. Content extraction via trafilatura/Playwright and multi-phase research orchestration via MCP tools, skills, and agents.

Canonical References

PHILOSOPHY.md — direction for ideation and planning decisions.
CLAUDE.md — implementation details, architecture, testing, and release workflow.

Execution Rules

Keep changes small, testable, and reversible.
Run validation commands from CLAUDE.md before completion.
Commit only intended files and push before handoff.

Quick Reference

Item	Value
Language	Python 3.12+
Build	hatchling
MCP tools	`extract_content`, `extract_batch`, `compile_report`, `research_status`
Skills	`deep-research` (5-phase orchestration)
Agents	`research-planner` (haiku), `source-evaluator` (haiku), `report-compiler` (sonnet)
Commands	`/research [quick\|balanced\|deep] <query>`
Dependencies	trafilatura, aiohttp, mcp, json-repair
Optional deps	playwright (browser extraction fallback)

Overview

interdeep provides two capabilities:

Content extraction — fetch and clean web content via trafilatura (fast path) with optional Playwright fallback for JavaScript-heavy pages. Exposed as MCP tools for any agent to call.
Research orchestration — a 5-phase protocol (Orient, Search, Extract, Synthesize, Persist) defined in SKILL.md that composes interdeep's extraction tools with companion plugins for search, synthesis, and knowledge storage.

Architecture

interdeep/
  .claude-plugin/
    plugin.json           # Plugin manifest
  src/interdeep/
    __init__.py
    server.py             # FastMCP server — 4 tools
    extraction/
      __init__.py
      models.py           # ExtractionResult dataclass
      trafilatura_ext.py  # trafilatura wrapper
      playwright_ext.py   # Playwright fallback (optional)
      hybrid.py           # Router + batch extraction
    reports/
      __init__.py
      markdown.py         # Markdown report compiler
  skills/
    deep-research/
      SKILL.md            # 5-phase research protocol
  agents/
    research-planner.md   # Query decomposition (haiku)
    source-evaluator.md   # Source credibility (haiku)
    report-compiler.md    # Report assembly (sonnet)
  commands/
    research.md           # /research slash command
  scripts/
    launch-mcp.sh         # MCP server launcher
    bump-version.sh       # Version bump helper
  tests/
    test_extraction.py    # Extraction unit tests
    test_server.py        # MCP server tool tests
    structural/           # Plugin standard structural tests

Read the full file on GitHub · 134 lines

Changes

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 · 134 lines · 1,273 tokens per session scan A 838488a6c05b

Subscribe to this mod's changes

interdeep AGENTS.md is an instructions file published in the GitHub repository mistakeknot/interdeep (0 stars, last pushed 3mo ago), licensed MIT. It adds 1,273 tokens to every session, about $0.0051 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.

interdeep AGENTS.md next to 6 instructions from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
interdeep AGENTS.mdmistakeknot/interdeep	Instructions file	0	3mo ago	MIT	A	1,273	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

interdeep: Instructions file for Codex