A read-only dashboard for the squad-mcp run journal, which records past agent runs.

Use it to inspect historical squad runs and see how different agents and task types have performed.

It turns run records into a compact view of outcomes, scores, trends, timing, and agent activity.

stats — Skill for Claude Code and Codex by ggemba: A read-only dashboard for the squad-mcp run journal, which…

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 skills/ggemba/squad-mcp/stats

Any agent

npx skills add ggemba/squad-mcp --skill stats

Clone the repo

git clone --depth 1 https://github.com/ggemba/squad-mcp

Made for: Claude Code, Codex.

Or install squad, the plugin that ships this one along with the rest of its 10 skills, 14 commands, 12 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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/ggemba/squad-mcp/stats.svg)](https://agentmods.dev/skills/ggemba/squad-mcp/stats)

Your own site

<a href="https://agentmods.dev/skills/ggemba/squad-mcp/stats"><img src="https://agentmods.dev/badge/skills/ggemba/squad-mcp/stats.svg" alt="Measured on agentmods" height="20"></a>

Per session 0 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 3,202 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.

Model	Per session	Once invoked
Fable 5	$0.00000	$0.03202
Opus 5	$0.00000	$0.01601
Sonnet 5	$0.00000	$0.00640
Haiku 4.5	$0.00000	$0.00320

Measured 5d ago against content hash ca8d42c98eb5, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

stats 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.

skills/stats/SKILL.md · 191 lines

How it starts

The opening of the file, as written. The whole thing — 191 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Skill: Stats

Objective

Render an at-a-glance, single-screen observability panel for past squad-mcp runs in this workspace. Inspired by rtk gain but with a tighter visual identity: one accent colour (cyan), Unicode bar / sparkline glyphs at 1/8 granularity, no tables-as-text-dumps.

Position in the workflow:

/squad:implement / /squad:review — produce runs (write side, two-phase journal append).
/squad:stats — read those runs back as an aggregated panel (this skill).

This skill is read-only. It never edits files, never appends a row, never invokes record_run.

Inviolable Rules

Read-only over the journal. No writes to .squad/runs.jsonl, no record_run invocation, no commits, no pushes. The only file this skill ever writes is the diagnostic sentinel .squad/.stats-seen described in Step 6 — that file is gitignored and not load-bearing.
Empty journal is a normal state. Render a "no runs yet" empty-state and tell the user how to populate it. Never raise an error.
All token figures are estimates. Render the (estimated · chars ÷ 3.5) disclaimer beneath the totals panel.
One accent colour only. Use cyan (ANSI \x1b[36m) for highlights and bars; reset (\x1b[0m) after every coloured run. Do not introduce a second hue, even for "errors are red". Verdict differentiation is by symbol + percentage, not colour.
Honour --no-color and NO_COLOR env. Emit plain ASCII when either is present or when the host signals non-TTY output. Best-effort — do not invent a TTY check the host doesn't expose.
Strip control characters before rendering user-influenceable fields. mode_warning.message is partially user-controllable and ends up in the panel; the aggregator already exposes a stripControlChars helper. Use it.
No AI attribution. Standard global rule.

Inputs

/squad:stats [--quick | --thorough] [--since <ISO>] [--last <N>] [--no-color]

Flag	Default	Description
`--quick`	off	Last 7 days only. Top-level panels: trend + outcomes + score buckets. Skips per-agent breakdown.
`--thorough`	off	Full history + per-agent panel + health (in_flight / aborted) panel.
`--since <ISO>`	unset	ISO 8601 lower bound on `started_at`. Overrides `--quick`'s 7-day window.
`--last <N>`	unset	Cap to the most recent N folded runs.
`--no-color`	off	Force plain ASCII output. Bars stay Unicode block chars; only ANSI escapes are stripped.

Read the full file on GitHub · 191 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.

5d ago First seen · 191 lines · 0 tokens per session scan A ca8d42c98eb5

Subscribe to this mod's changes

stats is a skill published in the GitHub repository ggemba/squad-mcp (4 stars, last pushed 1mo ago), licensed Apache-2.0. It costs nothing until one of its globs matches a file; then it loads 3,202 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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