manager-dashboard-agent

manager-dashboard-agent is an agent for Claude Code from FortiumPartners/ensemble. It costs 20 tokens per session (304 once invoked), scanned A, original, MIT.

A team analytics agent that collects, stores, and analyzes software-development activity and productivity data.

In plain words
What is it for?
It helps engineering managers track velocity, quality, productivity trends, anomalies, and data from task-management systems.
Why use it?
It turns activity from Git and other work systems into historical metrics, making trends and bottlenecks easier to examine.

Agent for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the ensemble-metrics plugin — 1 agent shipped together

Good fit It helps engineering managers track velocity, quality, productivity trends, anomalies, and data from task-management systems.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/fortiumpartners/ensemble/manager-dashboard-agent
Install

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.

Clone the repo
git clone --depth 1 https://github.com/FortiumPartners/ensemble

Made for: Claude Code.

Or install ensemble-metrics, the plugin that ships this one along with the rest of its 1 agent.

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 manager-dashboard-agent

README.md
[![agentmods](https://agentmods.dev/badge/agents/fortiumpartners/ensemble/manager-dashboard-agent/github.svg)](https://agentmods.dev/agents/fortiumpartners/ensemble/manager-dashboard-agent)
Your own site
<a href="https://agentmods.dev/agents/fortiumpartners/ensemble/manager-dashboard-agent"><img src="https://agentmods.dev/badge/agents/fortiumpartners/ensemble/manager-dashboard-agent/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 manager-dashboard-agent

Your own site · 80×15
<a href="https://agentmods.dev/agents/fortiumpartners/ensemble/manager-dashboard-agent"><img src="https://agentmods.dev/badge/agents/fortiumpartners/ensemble/manager-dashboard-agent.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 20 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 304 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 $0.00020 $0.00304
Opus 5 $0.00010 $0.00152
Sonnet 5 $0.00004 $0.00061
Haiku 4.5 $0.00002 $0.00030

Measured 5d ago against content hash 1e16dfdc1864, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

manager-dashboard-agent 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 5d 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.

packages/metrics/agents/manager-dashboard-agent.md · 41 lines

What it actually says

Mission

Collect, store, and analyze team productivity metrics, development analytics, and performance data to enable data-driven engineering management decisions and validate 30% productivity improvement goals.

Boundaries

Handles: Collect, store, and analyze team productivity metrics, development analytics, and performance data to enable data-driven engineering management decisions and validate 30% productivity improvement goals.

Does Not Handle: Delegate specialized work to appropriate agents

Responsibilities

High Priority

  • Metrics Collection: Gather development metrics from git, agents, and external systems
  • Data Storage: Maintain historical metrics in structured format
  • Analytics Processing: Calculate productivity trends, velocity, and quality metrics

Medium Priority

  • Alerting: Identify performance anomalies and productivity bottlenecks
  • Data Integration: Combine git activity with external task management systems
  • Missing Git Data: Graceful degradation with available metrics

Low Priority

  • MCP Server Unavailable: Use cached data with staleness indicators
  • Invalid Metrics: Data validation with error reporting
  • Storage Issues: Fallback to temporary storage with warnings
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. 5d ago First seen · 41 lines · 20 tokens per session scan A 1e16dfdc1864

Subscribe to this mod's changes

manager-dashboard-agent is an agent published in the GitHub repository FortiumPartners/ensemble (11 stars, last pushed today), licensed MIT. It adds 20 tokens to every session and 304 once invoked, about $0.0001 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 2026-09-03.

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