Borrowing it
Nothing to install: this file belongs to G-Research/bobbit. 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/G-Research/bobbit/main/AGENTS.mdgit clone --depth 1 https://github.com/G-Research/bobbitWrote 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/g-research/bobbit/agents-md)<a href="https://agentmods.dev/instructions/g-research/bobbit/agents-md"><img src="https://agentmods.dev/badge/instructions/g-research/bobbit/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/g-research/bobbit/agents-md"><img src="https://agentmods.dev/badge/instructions/g-research/bobbit/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 | $0.01613 | $0.01613 |
| Opus 5.5 | $0.00645 | $0.00645 |
| Sonnet 5.5 | $0.00323 | $0.00323 |
| Haiku 4.5 | $0.00161 | $0.00161 |
Grade A, and why
bobbit AGENTS.md scanned grade A with 1 finding 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
**Driving the gateway from an agent**: prefer the `bobbit_read`/`bobbit_orchestrate`/`bobbit_admin` tools over hand-rolled `curl` where their tool-groups are enabled. See [docs/bobbit-gateway-tool.md](docs/bobbit-gateway How it starts
The opening of the file, as written. The whole thing — 79 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Bobbit — Agent Guide
Commands
npm run build # Build server + UI
npm run dev:harness # Gateway + vite dev
npm run restart-server # Rebuild & restart after server changes
npm run check # Layout + type checks
npm run test:layout # Validate test conventions
npm run test:new -- <semantic> <name> # Scaffold canonical test
npm run test:unit # Vitest tier-1, fixed 3-worker cap
npm run test:browser # Playwright browser-v2
npm run test:e2e # E2E v2: git/worktree/Docker/MCP/restart
npm run test:manual # Real agents/LLM + Docker (~5 min); ONLY gate-exempt path
UI changes (src/ui/, src/app/) hot-reload under npm run dev:harness. Server changes (src/server/) require npm run restart-server. Run npm run check first. Sessions survive restarts via .bobbit/state/sessions.json.
Architecture map
Orient here, then rg for the symbol.
- Server REST/WS:
src/server/— REST inserver.ts::handleApiRoute(), WS insrc/server/ws/. - Agent runtime:
src/server/agent/— sessions, manager, status, steer, respawn, store, project context. See docs/bg-process-persistence.md forbash_bg. - MCP / tools:
src/server/mcp/,defaults/tools/<group>/(project overrides under.bobbit/config/tools/<group>/). Descriptions budget-pinned bytests/unit/core/tool-description-budget.unit.test.ts. - Skills:
.claude/skills/<name>/SKILL.md. - Roles/tools/skills resolution: unified
PackResolverover one ordered pack list insrc/server/agent/pack-*.ts; built-in packs inmarket-packs/. See docs/marketplace.md. - UI shell:
src/app/— state, render, message-reducer, dialogs, follow-tail. - UI components:
src/ui/— components,tools/renderers/,lazy/. - Tests: canonical directory plus semantic suffix determines runner ownership. See docs/testing-strategy.md.
- Docs:
docs/(reference + design notes),docs/design/(per-feature design docs),docs/debugging.md(full diagnostic checklists),docs/internals.md(config cascade, sandbox, search, MCP).
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 Changed · +1 lines · +62 tokens per session 1f1786906e31
- 2mo ago First seen · 78 lines · 1,551 tokens per session scan A cdb3885bc3bc
bobbit AGENTS.md is an instructions file published in the GitHub repository G-Research/bobbit (18 stars, last pushed 1mo ago), licensed MIT. It adds 1,613 tokens to every session, about $0.0065 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
bobbit AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| bobbit AGENTS.mdG-Research/bobbit | Instructions file | 18 | 1mo ago | MIT | A | 1,613 | 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 |