agentmods.dev

VentureBot: Instructions file for Codex

AGENTS.md

VentureBot AGENTS.md is an instructions file for Codex, OpenCode from gies-ai-experiments/VentureBot. It costs 660 tokens per session, scanned A, original, MIT.

Repository instructions for VentureBot, a project with a Python backend, React frontend, agent configuration, documentation, scripts, and local data.

In plain words
What is it for?
Setting up the development environment, running the backend or frontend, using Docker, building the application, and following the project's guidelines.
Why use it?
They give an agent the project layout, setup commands, coding conventions, and testing expectations needed to work consistently in the repository.

Instructions file for CodexOpenCode

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

This is gies-ai-experiments/VentureBot's own configuration. It tells Codex and OpenCode how to work on VentureBot 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 VentureBot configures →

not rated 5repo 17d ago A scan 660 tokens original MIT
View source ↗ gies-ai-experiments/VentureBot
Reuse

Borrowing it

Nothing to install: this file belongs to gies-ai-experiments/VentureBot. 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/gies-ai-experiments/VentureBot/main/AGENTS.md
Clone the repo
git clone --depth 1 https://github.com/gies-ai-experiments/VentureBot

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.

agentmods badge for VentureBot AGENTS.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/gies-ai-experiments/venturebot/agents-md/github.svg)](https://agentmods.dev/instructions/gies-ai-experiments/venturebot/agents-md)
Your own site
<a href="https://agentmods.dev/instructions/gies-ai-experiments/venturebot/agents-md"><img src="https://agentmods.dev/badge/instructions/gies-ai-experiments/venturebot/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.

agentmods 80×15 button for VentureBot AGENTS.md

Your own site · 80×15
<a href="https://agentmods.dev/instructions/gies-ai-experiments/venturebot/agents-md"><img src="https://agentmods.dev/badge/instructions/gies-ai-experiments/venturebot/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 660 This file is loaded in full into every session.
When invoked 660 The same file — it is already loaded in full.
Security scan A 1 finding. 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 $0.00660 $0.00660
Opus 5.5 $0.00264 $0.00264
Sonnet 5.5 $0.00132 $0.00132
Haiku 4.5 $0.00066 $0.00066

Measured 2mo ago against content hash 22a318e49507, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

VentureBot AGENTS.md scanned grade A with 1 finding 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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

- Smoke check: `curl http://localhost:8000/healthz` and a simple chat session via `POST /api/chat/sessions`.
AGENTS.md · 35 lines

How it starts

The opening of the file, as written. The whole thing — 35 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Repository Guidelines

Project Structure & Module Organization

  • services/: Python backend (FastAPI gateway in services/api_gateway/app/, orchestration in services/orchestrator/, shared tools in services/tools/)
  • crewai-agents/: CrewAI blueprint + prompt/task configs (crewai-agents/src/venturebot_crew/config/*.yaml)
  • frontend/: React + Vite SPA (TypeScript) and nginx container for production builds
  • docs/, scripts/, data/: architecture notes, ops scripts, local runtime data (SQLite/logs)

Build, Test, and Development Commands

  • Backend setup: python -m venv .venv && source .venv/bin/activate && pip install -r requirements.txt
  • Run backend (dev): python -m uvicorn services.api_gateway.app.main:app --reload --port 8000 (docs: http://localhost:8000/docs)
  • Frontend setup: cd frontend && npm ci
  • Run frontend (dev): cd frontend && npm run dev (set VITE_API_BASE_URL=http://localhost:8000 if needed)
  • Lint/build frontend: cd frontend && npm run lint / npm run build
  • Run full stack (Docker): docker compose up --build (frontend: http://localhost, backend: http://localhost:8000)

Coding Style & Naming Conventions

  • Python: 4-space indent, type hints where practical, snake_case for functions/modules, PascalCase for classes.
  • TypeScript/React: prefer functional components, PascalCase components, keep API URL configurable (see frontend/src/App.tsx).
  • Keep request/response models in services/api_gateway/app/schemas.py and persistence in services/api_gateway/app/models.py.

Testing Guidelines

  • Backend testing uses pytest (listed in requirements.txt). Add tests under tests/ as test_*.py and run pytest.
  • Smoke check: curl http://localhost:8000/healthz and a simple chat session via POST /api/chat/sessions.
  • Frontend has no unit test runner configured; use npm run build as a sanity check.

Commit & Pull Request Guidelines

  • Commit subjects commonly use prefixes like feat:, fix:, refactor:, docs:, chore:; keep the subject short and imperative.
  • PRs should include: what changed + why, steps to verify, and screenshots for UI changes.
  • Never commit secrets. Use .env.template as a starting point for local .env.

Read the full file on GitHub · 35 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 · 35 lines · 660 tokens per session scan A 22a318e49507

Subscribe to this mod's changes

VentureBot AGENTS.md is an instructions file published in the GitHub repository gies-ai-experiments/VentureBot (5 stars, last pushed 17d ago), licensed MIT. It adds 660 tokens to every session, about $0.0026 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Related

VentureBot AGENTS.md compared with instructions from other repositories

VentureBot AGENTS.md next to 6 instructions from other repositories
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VentureBot AGENTS.mdgies-ai-experiments/VentureBotInstructions file517d agoMITA660Codex, OpenCode
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deepseek-harness AGENTS.mddeepseek-ai/deepseek-harnessInstructions file274k2d agoMITA4,313Codex, OpenCode