Borrowing it
Nothing to install: this file belongs to dev-the-dev-while-deving/rolldeep-lab. 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/dev-the-dev-while-deving/rolldeep-lab/main/AGENTS.mdgit clone --depth 1 https://github.com/dev-the-dev-while-deving/rolldeep-labWrote 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/dev-the-dev-while-deving/rolldeep-lab/agents-md)<a href="https://agentmods.dev/instructions/dev-the-dev-while-deving/rolldeep-lab/agents-md"><img src="https://agentmods.dev/badge/instructions/dev-the-dev-while-deving/rolldeep-lab/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/dev-the-dev-while-deving/rolldeep-lab/agents-md"><img src="https://agentmods.dev/badge/instructions/dev-the-dev-while-deving/rolldeep-lab/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 | $0.00512 | $0.00512 |
| Opus 5.5 | $0.00205 | $0.00205 |
| Sonnet 5.5 | $0.00102 | $0.00102 |
| Haiku 4.5 | $0.00051 | $0.00051 |
Grade A, and why
rolldeep-lab 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
RollDeep — how the agent works this lab
You are the backend. The browser is just the roll surface.
Files you edit
| Path | What |
|---|---|
content/syllabi/* |
Raw syllabus drops (markdown/text). Read these. |
content/units/*.json |
The pool. You write these. One file per syllabus. |
| app/lib/cli/mcp | Product code. Change it when the lab needs to behave differently. |
SQLite in ~/.rolldeep/ is runtime state (rolls, streak, completions). Do not treat it as the source of the pool.
Unit file shape:
{
"title": "Source name",
"units": [
{
"title": "Small enough for 25–60 min of depth",
"question": "One sharp curiosity itch. Never 'What is X?'",
"minutes": 40,
"stars": 3,
"sourceExcerpt": "where this came from"
}
]
}
After writing unit files: they sync on Lab page load, or npm run rd -- sync.
Commands
npm run lab # http://127.0.0.1:3210
npm run rd -- syllabi
npm run rd -- use --title "Course name"
npm run rd -- status
npm run rd -- roll
npm run rd -- choose --id <id>
npm run rd -- complete --id <id> --url https://... --notes "..."
npm run rd -- sync
npm run rd -- reset
Workflow
- User drops a syllabus into
content/syllabi/. - You read it, break it into 25–60 minute units, write
content/units/<name>.json. - Sync. User picks a syllabus in the dropdown (or
rolldeep use). Hits ROLL (max 5 per session on that syllabus). They can see the current roll plus 3 previous and TAKE one. - User studies however they want and makes a video so they actually did it.
- They mark completed with that proof. That title never rolls again on that syllabus. Other syllabi keep their own completion.
Hardness is 1–5 stars on each unit.
No study templates. No filming scripts. Proof is required to complete.
Do not call xAI to mint units. You author them.
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 · 61 lines · 512 tokens per session scan A 049274306c54
rolldeep-lab AGENTS.md is an instructions file published in the GitHub repository dev-the-dev-while-deving/rolldeep-lab (0 stars, last pushed 2mo ago), licensed MIT. It adds 512 tokens to every session, about $0.0020 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.
rolldeep-lab AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| rolldeep-lab AGENTS.mddev-the-dev-while-deving/rolldeep-lab | Instructions file | 0 | 2mo ago | MIT | A | 512 | 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 | yesterday | 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 |