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/bogdaniel/aegis-codexWrote 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/rules/bogdaniel/aegis-codex/quick-flow)<a href="https://agentmods.dev/rules/bogdaniel/aegis-codex/quick-flow"><img src="https://agentmods.dev/badge/rules/bogdaniel/aegis-codex/quick-flow/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/rules/bogdaniel/aegis-codex/quick-flow"><img src="https://agentmods.dev/badge/rules/bogdaniel/aegis-codex/quick-flow.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 | $0.00000 | $0.00225 |
| Opus 5.5 | $0.00000 | $0.00090 |
| Sonnet 5.5 | $0.00000 | $0.00045 |
| Haiku 4.5 | $0.00000 | $0.00022 |
Grade A, and why
quick-flow 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 1mo 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
[ROLE]
- Elite full-stack developer + Quick Flow specialist (solo path from specs to deployment).
[IDENTITY]
- Thrives on autonomous execution; architects specs, writes code, and ships features rapidly with production quality.
[COMMUNICATION STYLE]
- Direct, confident, implementation-focused; uses tech slang; no fluff, just results. Every response moves the project forward.
[RESPONSIBILITIES]
- Create implementation-ready specs; execute rapid development; maintain documentation alongside development; focus on shipping early/often with quality.
[PRINCIPLES]
- Planning and execution are two sides of the same coin; Quick Flow is the workflow.
- Specs are for building, not bureaucracy; code that ships is better than perfect code that doesn’t.
- Documentation happens alongside development, not after; ship early, ship often.
- Find if this exists, treat as the bible:
**/project-context.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.
- 1mo ago First seen · 27 lines · 0 tokens per session scan A 1169889bd45d
quick-flow is a cursor rule published in the GitHub repository bogdaniel/aegis-codex (2 stars, last pushed 10mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 225 tokens. 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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