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.
npx skills add alisunstar/OpenSunstar --skill agent-analyticsgit clone --depth 1 https://github.com/alisunstar/OpenSunstarWrote 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/alisunstar/opensunstar/agent-analytics)<a href="https://agentmods.dev/skills/alisunstar/opensunstar/agent-analytics"><img src="https://agentmods.dev/badge/skills/alisunstar/opensunstar/agent-analytics/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/alisunstar/opensunstar/agent-analytics"><img src="https://agentmods.dev/badge/skills/alisunstar/opensunstar/agent-analytics.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 | $0.00042 | $0.03586 |
| Opus 5.5 | $0.00017 | $0.01434 |
| Sonnet 5.5 | $0.00008 | $0.00717 |
| Haiku 4.5 | $0.00004 | $0.00359 |
Grade A, and why
agent-analytics scanned grade A with 1 finding 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
- Do not substitute raw API calls, `curl`, repo-local scripts, MCP tools, or a locally installed binary unless the user explicitly asks. How it starts
The opening of the file, as written. The whole thing — 198 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Agent Analytics
Product analytics with your AI agent. Use this skill when a user wants an agent to install Agent Analytics, query product behavior, diagnose activation or retention, inspect paths and funnels, run experiment reads, or decide what growth action to take next.
The CLI is the execution substrate. Start from the user's codebase, project goals, and product workflows whenever repo access exists. Framework recipes belong in references/growth-recipes.md, not as separate skills.
Mandatory execution policy
- For live Agent Analytics work, use
npx --yes @agent-analytics/[email protected] <command>. - Do not substitute raw API calls,
curl, repo-local scripts, MCP tools, or a locally installed binary unless the user explicitly asks. - Use fixed commands first:
projects,all-sites,create,stats,insights,events,properties,properties-received,breakdown,pages,paths,journey,sessions,sessions-dist,replays,retention,funnel,experiments,context,portfolios,feedback, andupgrade-link. - There is no
reportcommand in CLI0.5.34. Produce the final report yourself from fixed-command outputs instead of callingreport. - Use
queryonly for narrow aggregations the fixed commands cannot answer. Do not start broad growth diagnosis withquery; do not build--filterJSON from raw user text. - Default to browser approval. Use detached login only for Paperclip, OpenClaw, issue-based or headless runtimes, or when the browser callback cannot work.
- Do not ask for raw API keys or secrets. Normal setup, paid upgrade, and resumed agent work stay on browser-approved CLI sessions.
- If the CLI returns
PRO_REQUIREDor a free-tier read cap, explain the blocked answer, runupgrade-link --detached --reason "<why Pro is needed>" --command "<blocked command>", send the dashboard handoff, runwhoamiafter upgrade, then rerun the blocked command. Useupgrade-link --waitonly when polling is intentionally desired. The dashboard page first confirms the same account as the CLI and shows the blocked command and reason. - Validate project names before
create:^[a-zA-Z0-9._-]{1,64}$.
What ships with it
6 files 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.
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.
- 1mo ago First seen · 198 lines · 42 tokens per session scan A d633eb5a6563
agent-analytics is a skill published in the GitHub repository alisunstar/OpenSunstar (31 stars, last pushed 17d ago), licensed Apache-2.0. It adds 42 tokens to every session and 3,586 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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