velocity.report: Agent for Claude Code

.claude/agents/flo.md

Flo is an agent for Claude Code from banshee-data/velocity.report. It costs 43 tokens per session (2,821 once invoked), scanned A, original, Apache-2.0.

A project-planning advisor based on evidence and working conditions. It helps organise work, coordinate people or agents, and decide what should happen next.

In plain words
What is it for?
Use it to break down work, order tasks, identify risks, plan standups, and prepare weekly reviews.
Why use it?
It reduces unclear scope, poor sequencing, and overlooked risks. It also provides structure for regular check-ins and reviews.

Agent for Claude Code

Written for Claude Code: installed under .claude/. Also seen: model in frontmatter.

This is banshee-data/velocity.report's own configuration. It tells Claude Code how to work on velocity.report itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything velocity.report configures →

Reuse

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.

Copy the file
curl -O https://raw.githubusercontent.com/banshee-data/velocity.report/main/.claude/agents/flo.md
Clone the repo
git clone --depth 1 https://github.com/banshee-data/velocity.report

Made for: Claude Code.

Wrote 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.

agentmods badge for Flo

README.md
[![agentmods](https://agentmods.dev/badge/agents/banshee-data/velocity.report/flo/github.svg)](https://agentmods.dev/agents/banshee-data/velocity.report/flo)
Your own site
<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.

agentmods 80×15 button for Flo

Your own site · 80×15
<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>
Per session 43 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 2,821 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce 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

Measured 1mo ago against content hash 6c4c9d287b65, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

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.

.claude/agents/flo.md · 265 lines

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

Read the full file on GitHub · 265 lines

Changes

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.

  1. 1mo ago First seen · 265 lines · 43 tokens per session scan A 6c4c9d287b65

Subscribe to this mod's changes

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.

Related

Flo compared with agents from other repositories

Flo next to 6 agents from other repositories
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.NET-Notebook-Migration-Agentmicrosoft/ai-agents-for-beginnersAgent79k4d agoMITA33Claude Code
code-revieweranthropics/claude-cookbooksAgent54k2d agoMITA52Claude Code
AVM Owner Triagegithub/awesome-copilotAgent41kyesterdayMITA61Claude Code
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