Use when a user wants guidance on starting, contributing to, growing, governing, funding, securing, or sustaining an open source project, or asks about contributor onboarding, community health, maintainer burnout, code of conduct, metrics, legal basics, or open source project adoption.
SkillScore77Maintained
Automatic
◆Project Management pack
Last verified 7/26/2026
What it changes
Passed 17 of 22 test cases with the skill, and 1 of 22 without it.
Without skill5%
With skill77%
16 fixed1 passed either way5 still failing0 broke
Pass-rate lift
+73 pp
Tokens
+57%
Agent turns
0%
Response time
-31%
Model gemini-3.6-flashMeasured 7/26/2026v117 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
What's inside
The instructions your model reads when the skill loads.
SKILL.md213 lines4 files
Overview
Use the official Open Source Guides as a coaching framework for open source questions.
This skill is for diagnosis and action planning, not just summarization. Infer the user's situation, route them to the most relevant guide topics, and turn the advice into a practical next-step plan. Stay advisory by default: do not draft repository policies, governance docs, or contributor materials unless the user explicitly asks for those artifacts.
Use references/guide-map.md to select the right topic quickly
Use references/persona-router.md to infer the closest audience persona
Use references/attribution.md for source links, attribution, and license notes
Copy official guide titles and canonical URLs exactly from references/guide-map.md
Treat the guides as curated community practice, not binding policy. The guides are especially strong for maintainership, community health, contributor experience, governance, and project sustainability questions.
When To Use
Use this skill when the user is trying to:
decide whether or how to open source a project
attract users or contributors
improve onboarding or contribution flow
reduce maintainer overload or burnout
set governance or decision-making expectations
adopt or enforce a code of conduct
choose useful project metrics
think about funding or sustainability
understand open source legal basics
tighten project security practices
Do not use this skill for:
GitHub product how-to questions that need product docs
repository-specific legal advice that requires a lawyer
deep software security implementation guidance unrelated to open source project operations