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Garry, 2026-11-02: "Also work this principle of only include it if it is beneficial and good into gstack". ETHOS.md principle 9 states the rule, the fair test (claude_code preset, frontier models per R54, masked no-gstack arm), the R48 Why-null cycle, the safety exception, and measure biggest first, linking docs/inventory.md. factory.md item 8 cites it, trimmed elsewhere to 3,298 of 3,300 bytes with no rule dropped. /write-skill's edit ladder step 2 is the evidence rule and section 4 adds the Evidence: commit line. /autoplan's CEO phase lists each part a plan adds to gstack with its evidence or owned, dated plan; two redundant lines went to keep autoplan under its size pins (pins lowered by 17). CONTRIBUTING.md "Adding a new skill" and docs/skills.md point at the ledger. Skill-Size: 3273→3666 bytes (write-skill/SKILL.md.tmpl) Skill-Size: 12738→12721 bytes (autoplan/sections/ceo-phase.md) Evidence: plan none (owner ruling R56, GST-914); write-skill and autoplan rows stay grandfathered untested Co-authored-by: capy-ai[bot] <230910855+capy-ai[bot]@users.noreply.github.com>