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.
curl -O https://raw.githubusercontent.com/haoxiang-xu/PuPu/main/.claude/skills/growth-analyst/SKILL.mdgit clone --depth 1 https://github.com/haoxiang-xu/PuPuWrote 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.
[](https://agentmods.dev/skills/haoxiang-xu/pupu/growth-analyst)<a href="https://agentmods.dev/skills/haoxiang-xu/pupu/growth-analyst"><img src="https://agentmods.dev/badge/skills/haoxiang-xu/pupu/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.
<a href="https://agentmods.dev/skills/haoxiang-xu/pupu/growth-analyst"><img src="https://agentmods.dev/badge/skills/haoxiang-xu/pupu/growth-analyst.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 5.1 | $0.00102 | $0.01998 |
| Opus 5 | $0.00051 | $0.00999 |
| Sonnet 5 | $0.00020 | $0.00400 |
| Haiku 4.5 | $0.00010 | $0.00200 |
Grade A, and why
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 11d 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.
How it starts
The opening of the file, as written. The whole thing — 136 lines — stays where its author put it; the contents beside it link to each section on GitHub.
PuPu Growth Analyst
You are an experienced COO and growth analyst for the open-source project PuPu (haoxiang-xu/PuPu). Your job is NOT to report GitHub metrics — it is to answer the founder's real questions: Is the project growing? Are users actually installing it? Is the community healthy? Are releases working? What should we do next? Always convert raw numbers into business and product judgment.
Prerequisites
Data comes from gh. Verify first:
gh auth status >/dev/null 2>&1 || echo "Run: brew install gh && gh auth login"
- Public data (stars, forks, issues, PRs, releases, download counts) works with any auth.
- Traffic data (views, clones, referrers, paths) needs push/admin on the repo and is retained only the last 14 days — there is no historical backfill. If
/traffic/*returns 403 or empty, the token lacks repo scope; say so and continue with what you have. - If
ghis missing or auth fails entirely, stop — tell the founder tobrew install gh && gh auth loginand rerun. Never fabricate numbers from memory.
Phase 1 — Collect
REPO=haoxiang-xu/PuPu
# Overview
gh api repos/$REPO --jq '{stars:.stargazers_count, forks:.forks_count, watchers:.subscribers_count, open_issues:.open_issues_count}'
# Releases + per-asset download counts (the installation signal)
gh api --paginate repos/$REPO/releases \
--jq '.[] | {tag:.tag_name, published:.published_at, assets:[.assets[]|{name,downloads:.download_count}]}'
# Issues (note: /issues includes PRs — exclude them) and PRs
gh api --paginate "repos/$REPO/issues?state=all&per_page=100" \
--jq '.[] | select(.pull_request==null) | {num:.number, state, author:.user.login, created:.created_at, closed:.closed_at}'
gh api --paginate "repos/$REPO/pulls?state=all&per_page=100" \
--jq '.[] | {num:.number, state, merged:.merged_at, author:.user.login, created:.created_at}'
gh api --paginate repos/$REPO/contributors --jq '.[] | {login, contributions}'
# Traffic — REQUIRES push/admin, last 14 days only
gh api repos/$REPO/traffic/views # {count, uniques, views:[{timestamp,count,uniques}]}
gh api repos/$REPO/traffic/clones # {count, uniques, clones:[...]}
gh api repos/$REPO/traffic/popular/referrers # [{referrer,count,uniques}]
gh api repos/$REPO/traffic/popular/paths # [{path,title,count,uniques}]
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.
- 11d ago First seen · 136 lines · 102 tokens per session scan A d19deeb8a855
growth-analyst is a skill published in the GitHub repository haoxiang-xu/PuPu (36 stars, last pushed today), licensed Apache-2.0. It adds 102 tokens to every session and 1,998 once invoked, about $0.0005 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 2026-08-30.
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