What is readwise-vector-db AGENTS.md?

Project instructions for using Task Master AI with a software project. Task Master is a tool for turning a product requirements document into trackable development tasks.

It is for initializing project planning, generating tasks from requirements, finding the next task, managing subtasks, and running complexity analysis.

It gives an agent a defined workflow for setting up, reviewing, expanding, updating, and completing tasks.

How leonardsellem/readwise-vector-db configures Claude Code and Codex

Reuse

Borrowing it

Nothing to install: this file belongs to leonardsellem/readwise-vector-db. 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/leonardsellem/readwise-vector-db/master/AGENTS.md

Clone the repo

git clone --depth 1 https://github.com/leonardsellem/readwise-vector-db

Made for: Claude Code, 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/leonardsellem/readwise-vector-db/agents-md/github.svg)](https://agentmods.dev/instructions/leonardsellem/readwise-vector-db/agents-md)

Your own site

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

Per session 3,950 This file is loaded in full into every session.

When invoked 3,950 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	$0.03950	$0.03950
Opus 5.5	$0.01580	$0.01580
Sonnet 5.5	$0.00790	$0.00790
Haiku 4.5	$0.00395	$0.00395

Measured 2mo ago against content hash 3f9d42498f8d, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

readwise-vector-db 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 · 541 lines

How it starts

The opening of the file, as written. The whole thing — 541 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Task Master AI - Claude Code Integration Guide

Essential Commands

Core Workflow Commands

# Project Setup
# Initialize Task Master in current project
task-master init
# Generate tasks from PRD document
task-master parse-prd .taskmaster/docs/prd.txt
# Configure AI models interactively
task-master models --setup

# Daily Development Workflow
# Show all tasks with status
task-master list
# Get next available task to work on
task-master next
# View detailed task information (e.g., task-master show 1.2)
task-master show <id>
# Mark task complete
task-master set-status --id=<id> --status=done

# Task Management
# Add new task with AI assistance
task-master add-task --prompt="description" --research
# Break task into subtasks
task-master expand --id=<id> --research --force
# Update specific task
task-master update-task --id=<id> --prompt="changes"
# Update multiple tasks from ID onwards
task-master update --from=<id> --prompt="changes"
# Add implementation notes to subtask
task-master update-subtask --id=<id> --prompt="notes"

# Analysis & Planning
# Analyze task complexity
task-master analyze-complexity --research
# View complexity analysis
task-master complexity-report
# Expand all eligible tasks
task-master expand --all --research

# Dependencies & Organization
# Add task dependency
task-master add-dependency --id=<id> --depends-on=<id>
# Reorganize task hierarchy
task-master move --from=<id> --to=<id>
# Check for dependency issues
task-master validate-dependencies
# Update task markdown files (usually auto-called)
task-master generate

Key Files & Project Structure

Core Files

.taskmaster/tasks/tasks.json - Main task data file (auto-managed)
.taskmaster/config.json - AI model configuration (use task-master models to modify)
.taskmaster/docs/prd.txt - Product Requirements Document for parsing
.taskmaster/tasks/*.txt - Individual task files (auto-generated from tasks.json)
.env - API keys for CLI usage

Claude Code Integration Files

Read the full file on GitHub · 541 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 · 541 lines · 3,950 tokens per session scan A 3f9d42498f8d

Subscribe to this mod's changes

readwise-vector-db AGENTS.md is an instructions file published in the GitHub repository leonardsellem/readwise-vector-db (24 stars, last pushed 1y ago), licensed MIT. It adds 3,950 tokens to every session, about $0.0158 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 2026-08-30.

Project management mcp-server readw vector-database

readwise-vector-db AGENTS.md next to 6 instructions from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
readwise-vector-db AGENTS.mdleonardsellem/readwise-vector-db	Instructions file	24	1y ago	MIT	A	3,950	Claude Code, 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

readwise-vector-db: Instructions file for Claude Code