PuPu: Skill for Codex

.agents/skills/community-growth-analyst/SKILL.md

community-growth-analyst is a skill for Codex from haoxiang-xu/PuPu. It costs 62 tokens per session (1,413 once invoked), scanned A, original, Apache-2.0.

A reporting workflow for analysing a GitHub project’s growth, installer downloads, releases, community activity, and contributor health. GitHub is a code-hosting service, and the workflow uses dated evidence to produce a founder-facing report or release-planning baseline.

In plain words
What is it for?
Producing weekly growth reports, checking traffic and downloads, assessing release performance and community health, and informing release priorities.
Why use it?
It replaces unsupported guesses with collected historical data and comparisons over defined time periods. It also records gaps when a data source is unavailable.

Skill for Codex

Written for Codex: agents/openai.yaml present. Also seen: installed under .agents/ (shared by several agents).

This is haoxiang-xu/PuPu's own configuration. It tells Codex how to work on PuPu 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 PuPu configures →

Reuse

Borrowing it

Nothing to install: this file belongs to haoxiang-xu/PuPu. 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/haoxiang-xu/PuPu/main/.agents/skills/community-growth-analyst/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/haoxiang-xu/PuPu

Made for: Codex.

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 community-growth-analyst

README.md
[![agentmods](https://agentmods.dev/badge/skills/haoxiang-xu/pupu/community-growth-analyst/github.svg)](https://agentmods.dev/skills/haoxiang-xu/pupu/community-growth-analyst)
Your own site
<a href="https://agentmods.dev/skills/haoxiang-xu/pupu/community-growth-analyst"><img src="https://agentmods.dev/badge/skills/haoxiang-xu/pupu/community-growth-analyst/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 community-growth-analyst

Your own site · 80×15
<a href="https://agentmods.dev/skills/haoxiang-xu/pupu/community-growth-analyst"><img src="https://agentmods.dev/badge/skills/haoxiang-xu/pupu/community-growth-analyst.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 62 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,413 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 $0.00062 $0.01413
Opus 5.5 $0.00025 $0.00565
Sonnet 5.5 $0.00012 $0.00283
Haiku 4.5 $0.00006 $0.00141

Measured 1mo ago against content hash 073b2ba81df5, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

community-growth-analyst 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.

.agents/skills/community-growth-analyst/SKILL.md · 55 lines

How it starts

The opening of the file, as written. The whole thing — 55 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Community: Growth Analyst

Explain whether PuPu is growing, what the evidence says about installation intent, whether releases and the community are healthy, and what to prioritize next. Default to haoxiang-xu/PuPu; verify the checkout's Git remote, or use the repository explicitly requested by the user. Reply in the user's language and connect each major judgment to dated evidence.

Modes

  • Light baseline: For release planning, reuse today's snapshots and report exposure, installer demand, release quality, external feedback and the latest tags verdict in one screen. Do not repeat a full collection unnecessarily.
  • Full / weekly: Use the last seven complete days and compare with the prior seven when the required history exists. An explicitly requested date range takes precedence.

Collect reliable data

Prefer connected GitHub tools or gh api; public pages and supplied exports can fill documented gaps. Check authentication before using gh. If a source is unavailable, explain its error and continue with the evidence available; never substitute remembered or estimated counts.

Collect and paginate:

Area GitHub REST source Interpretation
Repository repos/OWNER/REPO Stars, forks, subscribers; watchers_count is not true subscribers.
Traffic repos/OWNER/REPO/traffic/views, /traffic/clones, /traffic/popular/referrers, /traffic/popular/paths Views, unique visitors/cloners, referrers and popular pages; traffic access requires suitable repository permission and only exposes a short rolling history.
Releases repos/OWNER/REPO/releases Tag, publication time, per-asset names and cumulative download counts.
Issues repos/OWNER/REPO/issues?state=all&per_page=100 Exclude entries containing pull_request; the repository's open_issues_count includes PRs.
Pull requests repos/OWNER/REPO/pulls?state=all&per_page=100 Creation, updates, merge timestamps, author and review state.
Contributors repos/OWNER/REPO/contributors Lifetime contribution totals; weekly/new/returning activity needs dated activity or history.

Read the full file on GitHub · 55 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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 · 55 lines · 62 tokens per session scan A 073b2ba81df5

Subscribe to this mod's changes

community-growth-analyst is a skill published in the GitHub repository haoxiang-xu/PuPu (36 stars, last pushed 3d ago), licensed Apache-2.0. It adds 62 tokens to every session and 1,413 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 2026-09-21.