Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add instructions/calven-ai/demoverse/agents-mdgit clone --depth 1 https://github.com/calven-ai/demoverseWrote 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/calven-ai/demoverse/agents-md)<a href="https://agentmods.dev/instructions/calven-ai/demoverse/agents-md"><img src="https://agentmods.dev/badge/instructions/calven-ai/demoverse/agents-md.svg" alt="Measured on agentmods" 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 | $0.03266 | $0.03266 |
| Opus 5 | $0.01633 | $0.01633 |
| Sonnet 5 | $0.00653 | $0.00653 |
| Haiku 4.5 | $0.00327 | $0.00327 |
Grade A, and why
demoverse 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 6d 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 — 233 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md: how a coding agent drives Demoverse
Demoverse is operated by a coding agent, not just a human. The deterministic TypeScript engine does all the mechanical, error-prone work; the agent does the judgment and the prose. This file is the contract for that handoff, readable by any agent tool (Claude Code, Codex, Cursor, Copilot, …). Three parts:
- The engine contract. The split of responsibilities, and the generation-request protocol that is the core loop.
- The onboarding playbook. Walking a new user from a fresh clone to a
living world.
/setupin Claude Code runs this; other agents follow it directly. - Per-tool notes.
Part 1: The engine contract
The split (don't cross it)
| Deterministic engine (code) | Agent (you) |
|---|---|
| Ledger I/O, ids, referential integrity | Interpreting directives + nudges |
| Simulation clock, trend evaluation | Choosing nothing structural (the code already did) |
| Sampling the world (accounts/contacts/deals/competitors) | Writing the prose for each emitted request |
| Schema validation, coherence lint, reports | Editing state/directives.md + state/trends.json when direction changes |
| Reconcile (CRM/Drive/Slack upserts via the connector registry) | n/a |
You never hand-edit state/world.json. Structure is the code's job. You only:
(1) fill generation requests, and (2) when the operator sets new direction, update
state/directives.md + state/trends.json.
The generation-request protocol (the core loop)
- Plan. Run
npm run pipelinefor one living increment on demand (it equalsnpm run apply -- --weeks=1). Plainnpm run applygenerates only the periods the real calendar has produced, and-- --backfillcovers the first big run. The engine advances the world: a couple of new deals, each open deal moved along its own cycle (usually one stage, more for a short deal, none at all for one that has gone quiet), closes for the deals whose cycle is up. Then it writes a request bundle holding only the touch points those events earned, 1–3 per deal. Never a deal's whole history; that is what--backfill-touchpointsis for.state/requests/<periodIndex>/manifest.json # index of all requests state/requests/<periodIndex>/<artifactId>.prompt.md state/requests/<periodIndex>/results/ # ← you write here - Fill. Each
.prompt.mdis fully grounded in the exact ledger facts. For every request inmanifest.json, read the prompt and write the result:output: markdown→ writeresults/<artifactId>.md(the artifact body).output: slack_messages→ writeresults/<artifactId>.jsonas{"messages":[{"personaHandle":"…","text":"…"}, …]}.output: email_thread→ writeresults/<artifactId>.jsonas{"emails":[{"from":"…","to":["…"],"subject":"…","body":"…","date":"YYYY-MM-DD","contactRef":"…"}, …]}(one object per message, in send order).
- Ingest. Run
npm run apply -- --ingest --reconcile. The engine validates each result, files markdown intostate/content/, attaches Slack messages and email threads onto their artifacts, and reconciles into every connector that is enabled and has credentials. Anything that fails validation staysplannedand reappears in the next bundle. Refill it and re-ingest. - Verify. Run
npm run lint. Fix anyerrorfindings by editing the result and re-ingesting. The cause is usually a missing competitor name or win/loss reason in the prose.
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.
- 6d ago First seen · 233 lines · 3,266 tokens per session scan A eaa8a19a0478
demoverse AGENTS.md is an instructions file published in the GitHub repository calven-ai/demoverse (2 stars, last pushed 2d ago), licensed MIT. It adds 3,266 tokens to every session, about $0.0163 per session on Opus 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.
Other instructions, from other repositories
b2b-sdr-hermes-skill AGENTS.md
Instructions for iPythoning/b2b-sdr-hermes-skill, covering agents.md — b2b-sdr-hermes-skill, 开始工作前:接续三步(必做), 结束工作前:收尾三件套(必做), 验证命令(共同基线) and 决策记录(adr).
mcp-hubspot CLAUDE.md
Claude Code instructions for baryhuang/mcp-hubspot, covering claude.md, project overview, development commands, installation and setup and install in development mode.
b2b-sdr-hermes-skill copilot-instructions.md
Instructions for iPythoning/b2b-sdr-hermes-skill: 本仓库的权威协作守则是 AGENTS.md;当前任务状态见 docs/HANDOFF.md。 开始任何工作前请先阅读这两个文件,并遵守其中的"接续三步 / 收尾三件套"协议。.
b2b-sdr-hermes-skill CLAUDE.md
Instructions for iPythoning/b2b-sdr-hermes-skill: 本仓库的权威协作守则是 AGENTS.md;当前任务状态见 docs/HANDOFF.md。 开始任何工作前请先阅读这两个文件,并遵守其中的"接续三步 / 收尾三件套"协议。.
b2b-sdr-hermes-skill GEMINI.md
Instructions for iPythoning/b2b-sdr-hermes-skill: 本仓库的权威协作守则是 AGENTS.md;当前任务状态见 docs/HANDOFF.md。 开始任何工作前请先阅读这两个文件,并遵守其中的"接续三步 / 收尾三件套"协议。.
unity-code-style-guide AGENTS.md
Instructions for krogh-jacobsen/unity-code-style-guide, covering agents.md — unity 6 c, project setup — edit this block, never do these — they corrupt the project, deprecated in unity 6 and if you read nothing else.