VisionClaw-Agent-Public-Release: Instructions file for Claude Code

AGENTS.md

VisionClaw-Agent-Public-Release AGENTS.md is an instructions file for Claude Code, Codex, OpenCode from Huskyauto/VisionClaw-Agent-Public-Release. It costs 2,657 tokens per session, scanned A, original, MIT.

A project instruction file for VisionClaw, a multi-user AI platform with a server, web interface, database, authentication, and billing. Its main rule is to search the project's indexes before opening source files.

In plain words
What is it for?
For changing VisionClaw's backend, frontend, knowledge search, database, authentication, billing, or agent features while following its repository navigation rules.
Why use it?
Searching first helps agents find the relevant code quickly and avoid reading large or unrelated files speculatively.

Instructions file for Claude CodeCodexOpenCode

Written for Claude Code and Codex and OpenCode: Claude Code plugin machinery, but also the file is AGENTS.md. Also seen: mentions Claude Code; mentions AGENTS.md; mentions Codex.

This is Huskyauto/VisionClaw-Agent-Public-Release's own configuration. It tells Claude Code, Codex and OpenCode how to work on VisionClaw-Agent-Public-Release 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 VisionClaw-Agent-Public-Release configures →

Reuse

Borrowing it

Nothing to install: this file belongs to Huskyauto/VisionClaw-Agent-Public-Release. 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/Huskyauto/VisionClaw-Agent-Public-Release/main/AGENTS.md
Clone the repo
git clone --depth 1 https://github.com/Huskyauto/VisionClaw-Agent-Public-Release

Made for: Claude Code, Codex, OpenCode.

Wrote this? Show the measurements

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README.md
[![agentmods](https://agentmods.dev/badge/instructions/huskyauto/visionclaw-agent-public-release/agents-md.svg)](https://agentmods.dev/instructions/huskyauto/visionclaw-agent-public-release/agents-md)
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<a href="https://agentmods.dev/instructions/huskyauto/visionclaw-agent-public-release/agents-md"><img src="https://agentmods.dev/badge/instructions/huskyauto/visionclaw-agent-public-release/agents-md.svg" alt="Measured on agentmods" height="20"></a>
Per session 2,657 This file is loaded in full into every session.
When invoked 2,657 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 $0.02657 $0.02657
Opus 5 $0.01328 $0.01328
Sonnet 5 $0.00531 $0.00531
Haiku 4.5 $0.00266 $0.00266

Measured 7d ago against content hash 0d2a458e7849, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

VisionClaw-Agent-Public-Release 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 7d 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 · 99 lines

How it starts

The opening of the file, as written. The whole thing — 99 lines — stays where its author put it; the contents beside it link to each section on GitHub.

AGENTS.md — Working in the VisionClaw Codebase

Companion to replit.md. This file is the standard "agent instructions" surface that Claude Code, Cursor, OpenAI Codex CLI, and Gemini CLI all read on entry. Replit Agent reads replit.md. Both files should stay in sync.

Identity

You are a coding agent working on VisionClaw — a multi-tenant agentic AI platform (Express/TypeScript backend, React/Vite frontend, Drizzle/Postgres, Stripe + Coinbase billing, Replit Auth). Owner: Robert Washburn. Public mirror: https://github.com/Huskyauto/VisionClaw-Agent-Public-Release.

The Cardinal Discipline: Search Before Reading

Inspired by the SocratiCode agent-instruction pattern. Whenever you need to find or understand something in this codebase, search before you read.

Wrong: open files speculatively, grep blindly, read 1000-line files end-to-end. Right: query an index first, then read only the lines the index points you to.

In this repo you have three indexes already wired up:

  1. Hybrid BM25 + pgvector knowledge searchserver/embeddings.ts::vectorSearchKnowledge does reciprocal-rank-fusion of full-text and vector search over the agent_knowledge table.
  2. Skill-RAG with LLM-as-judgeserver/skill-rag.ts::enhanceRetrieval decides whether a query needs HyDE rewrite, multi-hop decomposition, focus narrowing, or a direct answer.
  3. Tool registryserver/tools/index.ts exposes 393 tools, all described in TOOL_DEFINITIONS. Use getAllToolDefinitions() rather than grepping the registry. (Authoritative counts: docs/CURRENT_PLATFORM_TOTALS.md.)

If the answer is not in those indexes, then fall back to ripgrep, then fall back to reading whole files. Reading whole files is the last resort, not the first.

Hard Rules (non-negotiable)

  1. shared/schema.ts edits are allowed but require care. Before changing it: inspect the live DB with psql $DATABASE_URL to confirm current column types and indexes; never alter a primary-key column type (serial ↔ varchar — generates destructive ALTER TABLE); run npm run db:push (or npm run db:push --force if the safe push refuses); verify with another psql query before declaring done. Sidecar files (e.g. .local/code-health-checkpoint.json) remain a fine alternative when the state is genuinely transient.
  2. Never sql.raw() user input. Use parameterised queries via Drizzle.
  3. Never log or print secrets. Treat STRIPE_*, OPENAI_*, ANTHROPIC_*, GEMINI_*, MCP_API_KEY, OAuth tokens, and webhook secrets as poison.
  4. Owner privacy: "Bob Washburn" privately, "Robert Washburn" publicly (i.e. anything that touches the public mirror).
  5. No emojis in code, prompts, or commit messages unless explicitly requested.
  6. Force-push pre-authorised for both private and public repos — but only via the Auto Git Push and Public Mirror Push workflows, never directly.

Read the full file on GitHub · 99 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. 7d ago First seen · 99 lines · 2,657 tokens per session scan A 0d2a458e7849

Subscribe to this mod's changes

VisionClaw-Agent-Public-Release AGENTS.md is an instructions file published in the GitHub repository Huskyauto/VisionClaw-Agent-Public-Release (24 stars, last pushed 2d ago), licensed MIT. It adds 2,657 tokens to every session, about $0.0133 per session on Opus 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.

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