What is discord-archive CLAUDE.md?

Project instructions for Discord Archive, a pipeline that stores Discord messages, turns them into searchable vectors, and displays relationships in a three-dimensional graph.

Use them when ingesting Discord data, creating semantic search indexes, refreshing attachment links, building interaction graphs, or running the web visualizer.

They explain the separate import, processing, search, and visualization stages, reducing confusion about which command or optional dependencies a task needs.

How wdwdev/discord-archive configures Claude Code

Reuse

Borrowing it

Nothing to install: this file belongs to wdwdev/discord-archive. 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/wdwdev/discord-archive/main/CLAUDE.md

Clone the repo

git clone --depth 1 https://github.com/wdwdev/discord-archive

Made for: Claude Code.

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/wdwdev/discord-archive/claude-md/github.svg)](https://agentmods.dev/instructions/wdwdev/discord-archive/claude-md)

Your own site

<a href="https://agentmods.dev/instructions/wdwdev/discord-archive/claude-md"><img src="https://agentmods.dev/badge/instructions/wdwdev/discord-archive/claude-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/wdwdev/discord-archive/claude-md"><img src="https://agentmods.dev/badge/instructions/wdwdev/discord-archive/claude-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 1,643 This file is loaded in full into every session.

When invoked 1,643 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	$0.01643	$0.01643
Opus 5.5	$0.00657	$0.00657
Sonnet 5.5	$0.00329	$0.00329
Haiku 4.5	$0.00164	$0.00164

Measured 2mo ago against content hash f978330813f3, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

discord-archive CLAUDE.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.

CLAUDE.md · 96 lines

How it starts

The opening of the file, as written. The whole thing — 96 lines — stays where its author put it; the contents beside it link to each section on GitHub.

CLAUDE.md

This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.

Project Overview

Discord Archive is a four-stage pipeline: Ingest (Discord API → PostgreSQL) → Chunk (messages → semantic chunks) → Embed (NV-Embed-v2 → LanceDB vectors) → Visualize (3D galaxy via FastAPI + React Three Fiber). An MCP server exposes retrieval tools (semantic search, SQL, attachment URL refresh) to Claude Code via stdio transport.

Commands

Setup & Install

uv sync                      # Core only (ingest)
uv sync --extra rag          # + RAG pipeline & MCP server
uv sync --extra galaxy       # + 3D visualizer (includes rag)
uv sync --extra test         # + test dependencies

Run Pipeline Stages

discord-archive ingest  --config config.toml     # Discord API → PostgreSQL
discord-archive chunk   --config config.toml     # Messages → semantic chunks
discord-archive embed   --config config.toml     # Chunks → NV-Embed-v2 vectors
discord-archive graph   --config config.toml     # Messages → user interaction graph
discord-archive project --config config.toml     # Embeddings → 3D (PCA + UMAP)
discord-archive serve   --host 0.0.0.0 --port 8000  # Galaxy web server

Common flags for ingest/chunk/embed/graph: --guild-id INT, --channel-id INT, -v (debug), --show-sql, --log-file PATH. graph also takes --rebuild (recount from scratch; needed after backfilling older history).

Database

docker compose up -d         # Start PostgreSQL 18 (port 5432)

Credentials in .env (see .env.example). Config in config.toml (see config.example.toml).

Migrations (Alembic)

uv run alembic upgrade head                          # Apply pending migrations
uv run alembic revision --autogenerate -m "message"  # Generate migration after model changes
uv run alembic check                                 # Verify models match the database

Schema changes require a migration: edit the ORM model, then autogenerate and review the revision (alembic/versions/). Pipeline commands auto-upgrade to head on startup (BaseOrchestrator.init_db); a pre-Alembic database is stamped with the baseline revision automatically (db/migrate.py). The DB URL comes from config.toml (override with ALEMBIC_DATABASE_URL).

Read the full file on GitHub · 96 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 · 96 lines · 1,643 tokens per session scan A f978330813f3

Subscribe to this mod's changes

discord-archive CLAUDE.md is an instructions file published in the GitHub repository wdwdev/discord-archive (2 stars, last pushed 4mo ago), licensed MIT. It adds 1,643 tokens to every session, about $0.0066 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.

archive claude discord lancedb mcp mcp-server

discord-archive CLAUDE.md next to 6 instructions from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
discord-archive CLAUDE.mdwdwdev/discord-archive	Instructions file	2	4mo ago	MIT	A	1,643	Claude Code
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

discord-archive: Instructions file for Claude Code