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/koldovsky/project-factoryWrote 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/commands/koldovsky/project-factory/project-factory-onboard)<a href="https://agentmods.dev/commands/koldovsky/project-factory/project-factory-onboard"><img src="https://agentmods.dev/badge/commands/koldovsky/project-factory/project-factory-onboard/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/commands/koldovsky/project-factory/project-factory-onboard"><img src="https://agentmods.dev/badge/commands/koldovsky/project-factory/project-factory-onboard.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 | $0.00034 | $0.00225 |
| Opus 5 | $0.00017 | $0.00112 |
| Sonnet 5 | $0.00007 | $0.00045 |
| Haiku 4.5 | $0.00003 | $0.00022 |
Grade A, and why
project-factory-onboard 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 9d 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
Execute the Project Factory onboard procedure. Canonical steps:
commands/onboard.md (+ skills/project-factory/references/existing-project.md).
- Detect the stack (ADR-0001).
- Install the loop non-destructively (merge, don't clobber; report added vs skipped).
- Reverse-engineer
docs/requirements.md+ baseline OpenSpec specs from the code — each item an ASSUMPTION. - CHECKPOINT — baseline sign-off: present, STOP, wait for confirmation.
- Govern new work through the gated per-slice loop.
Onboarding documents and installs only — never rewrites existing code. Run
multi-agent passes sequentially (no parallel fan-out; fresh context for review/
eval keeps maker ≠ checker). See docs/portability.md.
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.
- 9d ago First seen · 19 lines · 34 tokens per session scan A 2a607a7490f5
project-factory-onboard is a command published in the GitHub repository koldovsky/project-factory (4 stars, last pushed 2mo ago), licensed MIT. It adds 34 tokens to every session and 225 once invoked, about $0.0002 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.
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