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/CLAUDE.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/claude-md)<a href="https://agentmods.dev/instructions/the-open-engine/zeroshot/claude-md"><img src="https://agentmods.dev/badge/instructions/the-open-engine/zeroshot/claude-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/claude-md"><img src="https://agentmods.dev/badge/instructions/the-open-engine/zeroshot/claude-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 | $0.00658 | $0.00658 |
| Opus 5.5 | $0.00263 | $0.00263 |
| Sonnet 5.5 | $0.00132 | $0.00132 |
| Haiku 4.5 | $0.00066 | $0.00066 |
Grade A, and why
zeroshot CLAUDE.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 — 70 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Zeroshot v8 — Claude Guidance
AGENTS.md is authoritative. Follow it before this file.
Product
- Zeroshot v8 is the Rust product in
zeroshot/and owns thezeroshotCLI. - Install with
npm i -g @the-open-engine-company/zeroshot. - Node.js is repository tooling and npm binary delivery only.
- Python distribution:
the-open-engine-zeroshot; import:zeroshot. - Target image:
ghcr.io/the-open-engine/zeroshot-target. - Releases use explicit
vX.Y.Ztags with major version 8 or newer.
Do not restore the retired Node product, compatibility aliases, migration, legacy commands, dual
release trains, semantic-release, or a dev branch workflow.
Non-Negotiable Rules
- Never run
zeroshot runwithout explicit user permission. - Agents are non-interactive; make scoped autonomous decisions.
- Normal development and release work targets
main. - Use git only inside the current isolated worktree. Never use git inside validator prompts.
- Preserve exact source provenance, bounded values, cancellation safety, and explicit overflow.
- Treat provider/model identifiers as opaque. Do not maintain model catalogs or infer harnesses.
- Protocol Rust types are authoritative; regenerate protocol artifacts through the Rust testkit.
- Regenerate CLI docs with the Rust example; never hand-edit generated CLI Markdown or HTML.
- Keep release recovery fail-closed: existing immutable outputs must match exact source bytes.
Repository Map
| Area | Path |
|---|---|
| Product and CLI | zeroshot/ |
| Protocol crates | crates/ |
| Protocol fixtures | protocol/openengine-cluster/v1/ |
| npm package | npm/zeroshot/ |
| Python SDK | sdks/python/ |
| Target image | docker/zeroshot-target/ |
| Target manifest | distribution/zeroshot-targets.json |
| Distribution tooling | scripts/distribution.js |
| CI | .github/workflows/ci.yml |
| Product release | .github/workflows/release.yml |
| Python release | .github/workflows/release-python.yml |
| Tooling tests | tests/tooling/ |
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 Changed · +3 lines · +13 tokens per session 121db12e9613
- 1mo ago Changed · -612 lines · -5,459 tokens per session 4c655e0ffcaa
- 2mo ago First seen · 679 lines · 6,104 tokens per session scan A 980f2d654a6d
zeroshot CLAUDE.md is an instructions file published in the GitHub repository the-open-engine/zeroshot (2,114 stars, last pushed yesterday), licensed MIT. It adds 658 tokens to every session, about $0.0026 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 CLAUDE.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| zeroshot CLAUDE.mdthe-open-engine/zeroshot | Instructions file | 2.1k | yesterday | MIT | A | 658 | Claude Code |
| 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 |