Borrowing it
Nothing to install: this file belongs to juyterman1000/entroly. 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/juyterman1000/entroly/main/AGENTS.mdgit clone --depth 1 https://github.com/juyterman1000/entrolyWrote 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/juyterman1000/entroly/agents-md)<a href="https://agentmods.dev/instructions/juyterman1000/entroly/agents-md"><img src="https://agentmods.dev/badge/instructions/juyterman1000/entroly/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/juyterman1000/entroly/agents-md"><img src="https://agentmods.dev/badge/instructions/juyterman1000/entroly/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 | $0.00616 | $0.00616 |
| Opus 5.5 | $0.00246 | $0.00246 |
| Sonnet 5.5 | $0.00123 | $0.00123 |
| Haiku 4.5 | $0.00062 | $0.00062 |
Grade A, and why
entroly 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 1mo 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.
How it starts
The opening of the file, as written. The whole thing — 82 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md
This repository is configured for OpenAI Codex CLI and other agentic coding tools.
Use gstack with Codex
When gstack is installed for Codex, use the gstack workflow for non-trivial Entroly changes:
/office-hours -> /plan-ceo-review -> /plan-eng-review -> implement -> /review -> /qa or targeted tests -> /ship -> /retro
Install gstack for Codex with:
git clone --single-branch --depth 1 https://github.com/garrytan/gstack.git ~/gstack
cd ~/gstack
./setup --host codex
This installs gstack skills under ~/.codex/skills/gstack-*/.
Entroly operating rule
Entroly is an auditable context-control plane. Optimize for trust before speed:
- preserve receipt honesty
- preserve reversible context compression
- keep WITNESS / RAVS fail-closed
- avoid surprise remote calls
- keep prompt/cache prefixes stable unless intentionally changed
- keep Python, Rust, WASM, npm, Homebrew, docs, and native-status versions aligned
- never make savings or quality claims without baseline, token budget, workload, and caveats
Default Codex workflow
For any meaningful change:
- Define the smallest useful user-facing improvement.
- Write a short plan before editing.
- Identify affected surfaces: selection, receipts, WITNESS, RAVS, proxy, CLI, packaging, docs, or release.
- Make the smallest safe patch.
- Run targeted tests first.
- Expand to release tests only if packaging/native/release surfaces changed.
- Summarize risk, test evidence, and rollback path.
UI Verification Rule
For any pull request or change that modifies UI state (entroly dashboard, web UI assets, or interactive docs):
- Include a short video recording or visual demo (e.g., WebP/MP4 recording) in the PR description demonstrating the UI flow and verifying no visual regressions.
Commands
pip install -e ".[full]"
pytest tests/ -v --tb=short --timeout=60
ruff check entroly/
python tests/functional_test.py
Rust/native changes:
# maturin must run from entroly-core/ — Cargo.toml is not at the repo root.
cd entroly-core && maturin develop --release
cd entroly-core && cargo test --lib
cd entroly-core && cargo clippy --all-targets -- -D warnings
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.
- 1mo ago First seen · 82 lines · 616 tokens per session scan A c177b29e45a6
entroly AGENTS.md is an instructions file published in the GitHub repository juyterman1000/entroly (479 stars, last pushed 3d ago), licensed Apache-2.0. It adds 616 tokens to every session, about $0.0025 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 2026-08-30.
Other instructions, from other repositories
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
next.js AGENTS.md
AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, cache eligibility and rollout and applying the notice (cutover).
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
vscode copilot-instructions.md
Copilot instructions for microsoft/vscode, covering vs code copilot instructions, project overview, root folders, core architecture (src/ folder) and built-in extensions (extensions/ folder).
deepseek-harness AGENTS.md
AGENTS.md instructions for deepseek-ai/deepseek-harness, covering agents.md, pre-stable apis and released session data, repository layout, commands and host sandbox failures.