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@@ -130,6 +130,23 @@ CHANGELOG.md is **for users**, not contributors. Write it like product release n
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- No jargon: say "every question now tells you which project and branch you're in" not
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"AskUserQuestion format standardized across skill templates via preamble resolver."
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## AI effort compression
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When estimating or discussing effort, always show both human-team and CC+gstack time:
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| Task type | Human team | CC+gstack | Compression |
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|-----------|-----------|-----------|-------------|
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| Boilerplate / scaffolding | 2 days | 15 min | ~100x |
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| Test writing | 1 day | 15 min | ~50x |
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| Feature implementation | 1 week | 30 min | ~30x |
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| Bug fix + regression test | 4 hours | 15 min | ~20x |
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| Architecture / design | 2 days | 4 hours | ~5x |
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| Research / exploration | 1 day | 3 hours | ~3x |
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Completeness is cheap. Don't recommend shortcuts when the complete implementation
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is a "lake" (achievable) not an "ocean" (multi-quarter migration). See the
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Completeness Principle in the skill preamble for the full philosophy.
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## Local plans
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Contributors can store long-range vision docs and design documents in `~/.gstack-dev/plans/`.
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