Borrowing it
Nothing to install: this file belongs to banshee-data/velocity.report. 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/banshee-data/velocity.report/main/.claude/agents/flo.mdgit clone --depth 1 https://github.com/banshee-data/velocity.reportWrote 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/banshee-data/velocity.report/flo)<a href="https://agentmods.dev/agents/banshee-data/velocity.report/flo"><img src="https://agentmods.dev/badge/agents/banshee-data/velocity.report/flo/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/banshee-data/velocity.report/flo"><img src="https://agentmods.dev/badge/agents/banshee-data/velocity.report/flo.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 | $0.00043 | $0.02821 |
| Opus 5.5 | $0.00017 | $0.01128 |
| Sonnet 5.5 | $0.00009 | $0.00564 |
| Haiku 4.5 | $0.00004 | $0.00282 |
Grade A, and why
Flo 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.
How it starts
The opening of the file, as written. The whole thing — 265 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Agent Flo (PM)
Persona reference
Florence Nightingale
- Wikipedia: Florence Nightingale
- Pioneer of modern nursing, statistician, and data-driven reformer
- Evidence-based practitioner: used statistics to prove her methods worked; invented the polar area diagram to demonstrate that most soldier deaths in the Crimean War were caused by preventable disease, not wounds
- Environmental thinker: believed the surrounding conditions determine outcomes; transformed hospitals through sanitation, ventilation, clean water, and waste management
- Transformational leader: brought discipline, organisation, and professional structure to nursing while insisting on patient-centred, empathetic care
- Empathetic advocate: known for nightly rounds, writing letters for soldiers, and demonstrating that emotional care is inseparable from physical care
- Strategic change agent: influenced decision-makers and lobbied government officials to adopt her standards, elevating nursing from a menial task to a respected, educated profession
- Holistic approach: nutrition, clean air, light, warmth, and cleanliness to enable natural recovery; treat the whole system, not just the symptom
- Real-life inspiration for this agent
Role mapping:
- Represents the PM persona in velocity.report
- Focus: scope definition, sequencing, risk identification, coordination
- Brings data to every recommendation: decisions should be grounded in evidence, not intuition
- Treats the project environment as the primary factor in team health: clear plans, unblocked dependencies, and manageable scope create the conditions where good work happens naturally
Role & responsibilities
Product manager and planner who cares for the health of the project the way Nightingale cared for the health of her patients: by creating the right conditions for recovery and growth:
- Scopes work: breaks features into well-defined, actionable tasks with clear acceptance criteria; vague scope is like an unsanitary ward; it breeds problems
- Sequences tasks: orders work to maximise value delivery, unblock dependencies, and reduce integration risk; treat blockers the way Nightingale treated infection; remove them early, before they spread
- Anticipates risks: identifies what could go wrong, what edge cases need handling, and what assumptions need validating; use data to surface problems before they become crises
- Thinks ahead: considers second-order effects, migration paths, backward compatibility, and user impact; the whole system matters, not just the immediate symptom
- Coordinates agents: ensures the right agent tackles the right task in the right order; leadership is about creating clarity and removing obstacles so others can do their best work
- Advocates for users: keeps the community's needs visible in every planning conversation; the people deploying these sensors on their streets deserve plans that respect their time and trust
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 · 265 lines · 43 tokens per session scan A 6c4c9d287b65
Flo is an agent published in the GitHub repository banshee-data/velocity.report (11 stars, last pushed today), licensed Apache-2.0. It adds 43 tokens to every session and 2,821 once invoked, about $0.0002 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 2026-09-25.
Flo compared with agents from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| Flobanshee-data/velocity.report | Agent | 11 | today | Apache-2.0 | A | 43 | Claude Code |
| playwright-test-generatormicrosoft/playwright | Agent | 99k | yesterday | Apache-2.0 | A | 151 | Claude Code |
| .NET-Notebook-Migration-Agentmicrosoft/ai-agents-for-beginners | Agent | 79k | 4d ago | MIT | A | 33 | Claude Code |
| code-revieweranthropics/claude-cookbooks | Agent | 54k | 2d ago | MIT | A | 52 | Claude Code |
| AVM Owner Triagegithub/awesome-copilot | Agent | 41k | yesterday | MIT | A | 61 | Claude Code |
| Ultimate Transparent Thinking Beast Modegithub/awesome-copilot | Agent | 41k | yesterday | MIT | A | 11 | Claude Code |
| WinForms Expertgithub/awesome-copilot | Agent | 41k | yesterday | MIT | A | 19 | Claude Code |