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 ShiroRyu9/community-ops-kit --skill community-ops-activitygit clone --depth 1 https://github.com/ShiroRyu9/community-ops-kitWrote 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/shiroryu9/community-ops-kit/community-ops-activity)<a href="https://agentmods.dev/skills/shiroryu9/community-ops-kit/community-ops-activity"><img src="https://agentmods.dev/badge/skills/shiroryu9/community-ops-kit/community-ops-activity/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/shiroryu9/community-ops-kit/community-ops-activity"><img src="https://agentmods.dev/badge/skills/shiroryu9/community-ops-kit/community-ops-activity.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00076 | $0.00828 |
| Opus 5 | $0.00038 | $0.00414 |
| Sonnet 5 | $0.00015 | $0.00166 |
| Haiku 4.5 | $0.00008 | $0.00083 |
Grade A, and why
community-ops-activity 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 10d 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 — 100 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Community Ops Activity
Use this skill for community activities and campaigns. The job is to turn an idea into a repeatable participation loop, not just an announcement.
Project Inputs
The skill provides the activity-design method, not a ready-made community's rules. For an operator-ready activity, get these values from the user or an approved project source:
- goal, target segment, and eligibility;
- one participation action or theme;
- start, deadline, and timezone;
- entry surface, submission surface, and valid proof format;
- feedback, review, or voting method;
- reward or showcase status: confirmed, pending, or none;
- reminder timing and delivery surfaces;
- relevant content, safety, age, regional, or product constraints;
- owner and approval boundary.
The user may provide only part of this list during ideation. Keep missing values as [owner to confirm] and explain which ones block launch. Do not copy dates, rewards, channels, eligibility, rules, or tools from repository examples or another community. Do not ask for credentials or raw private messages.
First Move
Classify the activity:
- Activation: get new or quiet users to make a first action.
- Creation: collect works, posts, screenshots, demos, tutorials, or examples.
- Discussion: prompt opinions, AMAs, office hours, polls, or topic threads.
- Recognition: showcase creators, winners, members, or helpful answers.
- Conversion: bring users back to product, paid value, website, event page, or support flow.
If the user names a project, platform, reward, role, or public channel, inspect the source context before drafting. Keep public posts, DMs, mentions, rewards, discounts, winner lists, channel/role/permission changes, bot/webhook actions, and official claims owner-confirmed.
Activity Loop
Design every activity as:
segment -> hook -> action -> proof/submission -> feedback/vote -> reward/showcase -> follow-up -> review
For each step, define:
- target segment;
- one user action;
- where the action happens;
- exact submission/proof format;
- timing and reminder points;
- feedback, vote, review, or support path;
- reward/showcase boundary;
- success evidence.
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.
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.
- 10d ago First seen · 100 lines · 76 tokens per session scan A 7ec49f944aad
community-ops-activity is a skill published in the GitHub repository ShiroRyu9/community-ops-kit (4 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 76 tokens to every session and 828 once invoked, about $0.0004 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 2026-08-31.
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