Borrowing it
Nothing to install: this file belongs to echoomegaprime/echo-qcoder. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/echoomegaprime/echo-qcoder/main/AGENTS.mdgit clone --depth 1 https://github.com/echoomegaprime/echo-qcoderWrote 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.
[](https://agentmods.dev/instructions/echoomegaprime/echo-qcoder/agents-md)<a href="https://agentmods.dev/instructions/echoomegaprime/echo-qcoder/agents-md"><img src="https://agentmods.dev/badge/instructions/echoomegaprime/echo-qcoder/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.
<a href="https://agentmods.dev/instructions/echoomegaprime/echo-qcoder/agents-md"><img src="https://agentmods.dev/badge/instructions/echoomegaprime/echo-qcoder/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00219 | $0.00219 |
| Opus 5.5 | $0.00088 | $0.00088 |
| Sonnet 5.5 | $0.00044 | $0.00044 |
| Haiku 4.5 | $0.00022 | $0.00022 |
Grade A, and why
echo-qcoder 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.
What it actually says
Echo QCoder Agent Instructions
This repository builds the governed local Qwen Code launcher and its private ChatGPT/Codex control plugin.
Before work:
- Read
C:\ECHO_OMEGA_PRIME\AGENTS.mdand its required modules. - Read this repository's
CLAUDE.mdlibrary-first protocol. - Retrieve moving ECHO state through the current SOL broker; never embed sovereign credentials.
- Preserve unrelated changes and use test-first implementation for nontrivial behavior.
Security invariants:
- Remote plugin tools may control named QCoder sessions, but must never expose a generic shell tool.
- Constrain workspaces to configured roots and validate ownership server-side.
- Keep SOL broker tokens and model-provider values out of tool results, browser state, logs, and source control.
- Separate preview, execution, and stop operations with accurate tool annotations.
- Do not claim ChatGPT connection, deployment, or public submission without live evidence.
Verification commands will be maintained in README.md and scripts/verify-plugin.ps1 as implementation lands.
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 · 21 lines · 219 tokens per session scan A ecc5e0486c5a
echo-qcoder AGENTS.md is an instructions file published in the GitHub repository echoomegaprime/echo-qcoder (0 stars, last pushed 6d ago), licensed MIT. It adds 219 tokens to every session, about $0.0009 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.
echo-qcoder AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| echo-qcoder AGENTS.mdechoomegaprime/echo-qcoder | Instructions file | 0 | 6d ago | MIT | A | 219 | Codex, OpenCode |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | today | MIT | A | 7,461 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 5,649 | GitHub Copilot |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | today | MIT | A | 4,680 | Codex, OpenCode |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 3,093 | GitHub Copilot |
| vscode model-prompts.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 2,022 | GitHub Copilot |