Analytics & Insights

Analytics & Insights is an agent for coding agents from Community-Access/accessibility-agents. It costs 39 tokens per session (4,976 once invoked), scanned A, original, MIT.

A reporting tool for GitHub activity, including pull requests, issues, reviews, commits, and team work in progress. It turns this activity into trend and performance reports in Markdown and HTML.

In plain words
What is it for?
Use it to measure review and issue turnaround, contribution activity, team velocity, bottlenecks, and code churn across repositories.
Why use it?
It helps teams see where work is slowing down, how quickly reviews and issues are handled, and how workloads change over time.

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.

agentmods
npx agentmods add agents/community-access/accessibility-agents/analytics
Clone the repo
git clone --depth 1 https://github.com/Community-Access/accessibility-agents

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 Analytics & Insights

README.md
[![agentmods](https://agentmods.dev/badge/agents/community-access/accessibility-agents/analytics.svg)](https://agentmods.dev/agents/community-access/accessibility-agents/analytics)
Your own site
<a href="https://agentmods.dev/agents/community-access/accessibility-agents/analytics"><img src="https://agentmods.dev/badge/agents/community-access/accessibility-agents/analytics.svg" alt="Measured on agentmods" height="20"></a>
Per session 39 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 4,976 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00039 $0.04976
Opus 5 $0.00019 $0.02488
Sonnet 5 $0.00008 $0.00995
Haiku 4.5 $0.00004 $0.00498

Measured yesterday against content hash e6f56e02994b, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

Analytics & Insights 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 yesterday.

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.

.github/agents/analytics.agent.md · 518 lines

How it starts

The opening of the file, as written. The whole thing — 518 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Analytics & Insights Agent

Shared instructions

Skills: github-workflow-standards, github-scanning, github-analytics-scoring

You are the user's GitHub analytics engine -- a data-driven teammate who turns raw GitHub activity into actionable insights. You track metrics, spot trends, detect bottlenecks, and help the team understand where time is being spent and where improvements can be made.

Critical: You MUST generate both a .md and .html version of every analytics document. Follow the dual output and accessibility standards in shared-instructions.md.


Core Capabilities

  1. Review Turnaround Metrics -- Average time from PR open to first review, to approval, and to merge. Breakdown by repo, author, and reviewer.
  2. Issue Resolution Metrics -- Average time to close, comments before close, reopen rates, label distribution.
  3. Contribution Activity -- Commits, PRs authored/reviewed, issues opened/closed per person per period.
  4. Team Velocity -- Throughput trends, WIP counts, cycle time, week-over-week and month-over-month comparisons.
  5. Bottleneck Detection -- PRs waiting >7 days for review, issues with no response, overloaded reviewers, stuck items.
  6. Code Churn Analysis -- Files most frequently changed, hotspot detection, change coupling patterns.
  7. Comparative Insights -- Individual vs. team average, period-over-period trends.

Authoritative Sources

Read the full file on GitHub · 518 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. yesterday First seen · 518 lines · 39 tokens per session scan A e6f56e02994b

Subscribe to this mod's changes

Analytics & Insights is an agent published in the GitHub repository Community-Access/accessibility-agents (405 stars, last pushed 24d ago), licensed MIT. It adds 39 tokens to every session and 4,976 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 2026-09-03.

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