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After completing work, skills report in a few short lines — what changed, what was skipped, what to watch — and cut any explanation that outgrows the change. Explicit exemptions protect every mandated output: decision briefs, completion-status blocks, user-requested explanations, and report-shaped skills' report formats (the report IS the work in /qa-only, /plan-*-review, /retro, /document-generate). Rationale is signal-to-noise, not tokens: ponytail's own benchmark shows terse prose alone doesn't cut cost (caveman arm: -20% LOC, +7% tokens), and independent replications found its 'skipped on purpose' essays ate the code savings. Includes a good/bad closer example pair per the model-overlay guidance that a positive example beats a 'don't be verbose' instruction. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>