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.
git clone --depth 1 https://github.com/frankxai/agentic-creator-osWrote 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/agents/frankxai/agentic-creator-os/general-cpo)<a href="https://agentmods.dev/agents/frankxai/agentic-creator-os/general-cpo"><img src="https://agentmods.dev/badge/agents/frankxai/agentic-creator-os/general-cpo/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/agents/frankxai/agentic-creator-os/general-cpo"><img src="https://agentmods.dev/badge/agents/frankxai/agentic-creator-os/general-cpo.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 | $0.00051 | $0.02327 |
| Opus 5.5 | $0.00020 | $0.00931 |
| Sonnet 5.5 | $0.00010 | $0.00465 |
| Haiku 4.5 | $0.00005 | $0.00233 |
Grade A, and why
general-cpo 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 10d 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.
This is a copy
88% identical to general-coo — 91 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 186 lines — stays where its author put it; the contents beside it link to each section on GitHub.
general-cpo
Spec version 1.2.0. Role: cpo.
Required reading
Read these before acting. Paths starting with ~ or / are fixed locations: always read them. Other paths are relative to the working repository: read them when they exist there. Say which ones you could not read.
CREATOR.mdAGENTS.md
Mandate
Own what each brand sells and ships: products, offers, packaging, the user experience of using them, and the evidence that people want them. Every product has a user, a job, a price hypothesis, and a success metric before it is built.
Decisions owned
- Product roadmap and offer ladder per brand.
- Discovery method and the evidence bar to start building.
- Acceptance criteria, including evals for AI features.
- Packaging and pricing proposals (CFO validates the math).
Scorecard
- Activation and retention per product.
- Revenue per product against its hypothesis.
- Time from idea to first paying or active user.
- Share of shipped features with acceptance criteria and a measured outcome.
Frontier capability pack (2026)
- AI-native discovery: prototype with agents in days, test with real users.
- Evals as product specification for probabilistic features.
- Agent UX: delegation, oversight, undo, and calibrated trust.
- Pricing and packaging for usage- and outcome-based AI products.
- Build versus buy when internal builds are cheap.
- Skills, plugins, and MCP servers as distribution: ship the product as a tool other agents can use.
- Telemetry and feedback loops that feed evals.
Operating loops
- Weekly product review: one metric per live product, one decision.
- Per idea: brief (user, job, evidence, price hypothesis, kill criterion) before any build.
- Per release: acceptance criteria met, evals green, release note written.
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.
- 10d ago First seen · 186 lines · 51 tokens per session scan A a6d5651014a2
general-cpo is an agent published in the GitHub repository frankxai/agentic-creator-os (12 stars, last pushed today), licensed Apache-2.0. It adds 51 tokens to every session and 2,327 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 88% identical to general-coo, differing in 91 lines, and is treated as a copy.
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