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okforge-webui: Instructions file for Codex

AGENTS.md

okforge-webui AGENTS.md is an instructions file for Codex, OpenCode from okforge/okforge-webui. It costs 554 tokens per session, scanned A, original, MIT.

A repository guide for okforge-webui, a web application that manages knowledge bases: collections of information that can be searched, compiled into wikis, and published. It maps the backend, browser interface, job queue, deployment files, and key documentation.

In plain words
What is it for?
Use it when changing the FastAPI backend, vanilla-JavaScript frontend, MCP server, knowledge-base jobs, or deployment setup in okforge-webui.
Why use it?
It gives a coding agent the project structure and working conventions before it edits code, reducing guesswork in an unfamiliar repository.

Instructions file for CodexOpenCode

Written for Codex and OpenCode: the file is AGENTS.md. Also seen: mentions AGENTS.md.

This is okforge/okforge-webui's own configuration. It tells Codex and OpenCode how to work on okforge-webui itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything okforge-webui configures →

not rated 5repo 2mo ago A scan 554 tokens original MIT
View source ↗ okforge/okforge-webui okforge.github.io
Reuse

Borrowing it

Nothing to install: this file belongs to okforge/okforge-webui. 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/okforge/okforge-webui/main/AGENTS.md
Clone the repo
git clone --depth 1 https://github.com/okforge/okforge-webui

Made for: Codex, OpenCode.

Wrote this? Show the measurements

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README.md
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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.

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Per session 554 This file is loaded in full into every session.
When invoked 554 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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00554 $0.00554
Opus 5.5 $0.00222 $0.00222
Sonnet 5.5 $0.00111 $0.00111
Haiku 4.5 $0.00055 $0.00055

Measured 2mo ago against content hash 058961a971e4, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

okforge-webui 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 · 43 lines

How it starts

The opening of the file, as written. The whole thing — 43 lines — stays where its author put it; the contents beside it link to each section on GitHub.

AGENTS.md — okforge-webui repo map

This repo is the manager for okforge knowledge bases: a FastAPI backend + vanilla-JS frontend, a strictly serial job queue, an MCP server, and Apache/systemd deploy machinery. The heavy lifting lives in two PyPI packages pinned in requirements.txt: the okforge engine (ingestion, wiki compilation, query) and okforge-vision-ocr (page-by-page VLM OCR + translation console scripts).

Map

  • README.md — what it does, install, run, configuration (env vars).
  • docs/OPERATIONS.md — operating KBs day to day: anatomy, copying, re-ingest semantics, Obsidian safety, Quartz publishing, troubleshooting.
  • webui/PLAN.md — architecture and API design notes (historical but accurate about the shape: five pipeline stages, serial queue).
  • webui/api.py — FastAPI routes + SSE log tailing.
  • webui/jobs.py — the job queue and every job runner (pilot, ocr, translate, add, full, reocr, extract, recompile, publish). The single worker is a load-bearing design decision.
  • webui/kb.py, webui/probe.py — KB discovery/init and PDF probing.
  • webui/config.py — all configuration; env-var driven, no secrets in code (hosted endpoints' API keys arrive via OKFORGE_WEBUI_ENDPOINTS, label=url|key|model).
  • webui/mcp_server.py — the /mcp streamable-HTTP server.
  • webui/static/ — the frontend (no build step).
  • webui/deploy.sh + webui/deploy/ — Apache vhost + systemd unit.

Conventions

  • The job queue is strictly serial by design — don't parallelize adds; the engine holds a per-KB ingest lock and single-slot LLM hosts choke on concurrent OCR.
  • Never restart the backend (or run deploy.sh) while a job is running.
  • Frontend changes need no restart — rsync webui/static/ to the docroot.
  • KB directories stay pure: no tool installs inside them.
  • Integration tests use throwaway scratch KBs only; queries are read-only and safe anywhere.

Read the full file on GitHub · 43 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.

  1. 2mo ago First seen · 43 lines · 554 tokens per session scan A 058961a971e4

Subscribe to this mod's changes

okforge-webui AGENTS.md is an instructions file published in the GitHub repository okforge/okforge-webui (5 stars, last pushed 2mo ago), licensed MIT. It adds 554 tokens to every session, about $0.0022 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.

LLMjob-queueknowledge-baselocal-llmmcpmcp-server
Related

okforge-webui AGENTS.md compared with instructions from other repositories

okforge-webui AGENTS.md next to 6 instructions from other repositories
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okforge-webui AGENTS.mdokforge/okforge-webuiInstructions file52mo agoMITA554Codex, OpenCode
vscode buildNext.instructions.mdmicrosoft/vscodeInstructions file195kyesterdayMITA9,719GitHub Copilot
next.js AGENTS.mdvercel/next.jsInstructions file143kyesterdayMITA7,461Codex, OpenCode
langchain AGENTS.mdlangchain-ai/langchainInstructions file149kyesterdayMITA4,680Codex, OpenCode
vscode oss-third-party-notices.instructions.mdmicrosoft/vscodeInstructions file195kyesterdayMITA5,516GitHub Copilot
vscode copilot-instructions.mdmicrosoft/vscodeInstructions file195kyesterdayMITA3,093GitHub Copilot
deepseek-harness AGENTS.mddeepseek-ai/deepseek-harnessInstructions file274k2d agoMITA4,313Codex, OpenCode