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 Gingiris-1031/gingiris-skills --skill community-building-playbookgit clone --depth 1 https://github.com/Gingiris-1031/gingiris-skillsWrote 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/gingiris-1031/gingiris-skills/community-building-playbook)<a href="https://agentmods.dev/skills/gingiris-1031/gingiris-skills/community-building-playbook"><img src="https://agentmods.dev/badge/skills/gingiris-1031/gingiris-skills/community-building-playbook/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/gingiris-1031/gingiris-skills/community-building-playbook"><img src="https://agentmods.dev/badge/skills/gingiris-1031/gingiris-skills/community-building-playbook.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 | $0.00191 | $0.04377 |
| Opus 5 | $0.00096 | $0.02188 |
| Sonnet 5 | $0.00038 | $0.00875 |
| Haiku 4.5 | $0.00019 | $0.00438 |
Grade A, and why
community-building-playbook 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 13d 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 — 431 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Community Building Playbook — Developer & User Community Growth
Real-world frameworks distilled from Notion, Lovable ($50M ARR in 6 months via CLG), AFFiNE (0→60K GitHub Stars), ClickUp, Asana, and Lark's global community operations. Read references/benchmarks.md for deep dives into each case study when you need them.
The Core Principle
You cannot build a community. You can only create the conditions for one to form.
The flywheel: Great Product → Organic Love → Self-Generated Content → Community Formation → Ambassador Identification → Ambassador Enablement → More Content + Events → More Users → Repeat.
Every failure to build community traces back to one of two mistakes: starting too early (pre-PMF), or treating community as a distribution channel rather than a mutual-value ecosystem.
Phase 0: Are You Ready?
Before any community program, run this checklist. If more than two items are unchecked, stop and build product.
- Internal team uses own product daily (Notion's commercial readiness signal — they waited until 2016 to start)
- Product has a usable core loop (create → use → share works smoothly)
- You can share something (templates, tutorials, roadmap direction, or user cases)
- Someone owns community full-time (even 20% of one person's time counts)
- You can handle inbound (someone reads and responds to community posts within 24h)
The stage decision:
| Stage | Suitable? | Strategy |
|---|---|---|
| Pre-PMF | ❌ Not yet | Find 50–100 deep users, do 1-on-1 interviews, collect feedback |
| Post-PMF, early growth | ⚠️ Cautiously | 5–10 seed ambassadors, zero KPIs, completely free |
| Stable growth | ✅ Full program | Formal ambassador system with tiers, points, events |
| Market leader | ✅ Full investment | Ecosystem network, Affiliate commissions, regional leads |
Notion's timeline: Product usable in 2016 → Database launch in 2018 → Founder Ivan starts 1-on-1 with active contributors in 2019 → Official ambassador program in 2020. Four years. Don't rush.
What ships with it
2 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.
- 13d ago First seen · 431 lines · 191 tokens per session scan A f68011b0d0a2
community-building-playbook is a skill published in the GitHub repository Gingiris-1031/gingiris-skills (79 stars, last pushed 8d ago), licensed MIT. It adds 191 tokens to every session and 4,377 once invoked, about $0.0010 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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