Zeroshot is a software-change orchestration tool that separates implementation from verification: one coding agent makes a change and another independently checks whether it works. Developers use it to run coding tasks in isolated Git worktrees and continue the executor–verifier loop until the result is verified or a concrete failure is reported. The catalogue includes instructions, a hook, a skill, a setting, and a command for Zeroshot.
Borrowing it
Nothing to install: this file belongs to the-open-engine/zeroshot. 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/the-open-engine/zeroshot/main/AGENTS.mdgit clone --depth 1 https://github.com/the-open-engine/zeroshotWrote 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/the-open-engine/zeroshot/agents-md)<a href="https://agentmods.dev/instructions/the-open-engine/zeroshot/agents-md"><img src="https://agentmods.dev/badge/instructions/the-open-engine/zeroshot/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/the-open-engine/zeroshot/agents-md"><img src="https://agentmods.dev/badge/instructions/the-open-engine/zeroshot/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 | $0.23715 | $0.23715 |
| Opus 5.5 | $0.09486 | $0.09486 |
| Sonnet 5.5 | $0.04743 | $0.04743 |
| Haiku 4.5 | $0.02371 | $0.02371 |
Grade A, and why
zeroshot 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 today.
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 — 1,337 lines — stays where its author put it; the contents beside it link to each section on GitHub.
UPDATE THIS FILE when making architectural changes, adding patterns, or changing conventions.
Zeroshot v8
Operational guidance for automated agents working on this repository. Install the canonical command
with npm i -g @the-open-engine-company/zeroshot or build zeroshot with Cargo.
Critical rules
- Never run
zeroshot rununless the user explicitly asks to start a run. - Never use git commands inside validator prompts; validators inspect files and observable outputs.
- Agents are non-interactive. Make autonomous, scoped decisions rather than asking runtime questions.
- Never edit
CLAUDE.mdunless the user explicitly requests it. mainis the only development and release trunk. Normal PRs targetmain.- Pull request titles are Conventional Commit headers because squash merge makes the title the released commit.
- Pull request descriptions keep a nonempty
## Summarywith the user-facing change. Release notes come from that summary in the immutable squash commit, not from mutable GitHub metadata. - Worker git operations are allowed only inside an isolated worktree/container or explicit PR/ship delivery flow.
- Do not recreate the retired Node.js product, its commands, configuration, state, release workflow, package exports, compatibility aliases, migration, or dual publication identities.
Product and release identity
- The Rust crate in
zeroshot/is the canonical product and owns thezeroshotCLI. - Node.js is used for repository tooling, the npm binary delivery package, and building the static profile UI. The UI is served by Rust and never needs a production Node server.
- Canonical releases are explicit
vX.Y.Ztags with major version 8 or newer. - The npm package is
@the-open-engine-company/zeroshot. - That package owns the canonical
zeroshot,zeroshot-memory-init,zeroshot-graph-design, andzeroshot-planskills and installs managed copies for Codex, GitHub Copilot, Pi, and Claude Code at their user scopes. Do not fork skills by host.ZEROSHOT_SKIP_SKILLS=1opts out of all user-scope skill handling in npm postinstall andzeroshot update; only the exact value1enables it. Executables still install/update, existing skills stay untouched, and updates skip skill downloads. Keep default managed-copy protections when the opt-out is unset. - The target image is
ghcr.io/the-open-engine/zeroshot-target. - The Python distribution is
the-open-engine-zeroshot; its import package remainszeroshot. - Python SDK tags are
zeroshot-python-vZEROSHOT_SDKand package versions areZEROSHOT.postSDK. Canonical releases publish SDK revision1; later SDK revisions may release independently from an exactmaincommit descended from the canonical tag. - Canonical releases always publish revision
1wheels to an immutable GitHub Release.publish_pypidefaults totrue; operators may set it tofalseonly when PyPI trusted publishing is known to be unavailable, then recover the same revision from the same source later. - Checked-in Cargo/npm versions are development placeholders. Tags, registry metadata, and GitHub
Releases are authoritative. Never commit a staged release version to
main. zeroshot updateresolves the newest canonical GitHub Release, verifies the declared host archive and canonical skill assets through that release'sSHA256SUMS, smoke-checks the staged executable, and replaces the running executable in place without privilege escalation. It installs or refreshes only unchanged managed skill copies and preserves conflicts. Development-placeholder builds refuse self-update.- Release recovery may complete missing outputs only when existing immutable artifacts match the exact version and source commit.
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.
- today Changed · +64 lines · +1,200 tokens per session 1d76d032eda7
- yesterday Changed · +31 lines · +545 tokens per session 2777809e6e1a
- 3d ago Changed · +37 lines · +748 tokens per session f392ecd23b46
- 6d ago Changed c43b1a582b68
- 6d ago Changed · +97 lines · +1,717 tokens per session 953c8b1210d7
- 7d ago Changed · +32 lines · +591 tokens per session 5a6fcd8e6143
- 8d ago Changed · +17 lines · +327 tokens per session 2ad3894390ab
- 10d ago Changed · +4 lines · +77 tokens per session 106ee27b1a3c
- 12d ago Changed · +4 lines · +66 tokens per session b7f056853d0e
- 13d ago First seen · 1,051 lines · 18,444 tokens per session scan A 00d9c4bcd4d9
zeroshot AGENTS.md is an instructions file published in the GitHub repository the-open-engine/zeroshot (2,114 stars, last pushed yesterday), licensed MIT. It adds 23,715 tokens to every session, about $0.0949 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.
zeroshot AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| zeroshot AGENTS.mdthe-open-engine/zeroshot | Instructions file | 2.1k | yesterday | MIT | A | 23,715 | Codex, OpenCode |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | today | MIT | A | 7,461 | Codex, OpenCode |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | yesterday | MIT | A | 4,680 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 5,516 | GitHub Copilot |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 3,093 | GitHub Copilot |
| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 274k | 2d ago | MIT | A | 4,313 | Codex, OpenCode |