Reduce ambient context cost in daily workflows (go-logger, sergo, smoke-copilot)#36852
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Co-authored-by: pelikhan <4175913+pelikhan@users.noreply.github.com>
Co-authored-by: pelikhan <4175913+pelikhan@users.noreply.github.com>
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[WIP] Update daily ambient context optimizer findings
Reduce ambient context cost in daily workflows (go-logger, sergo, smoke-copilot)
Jun 4, 2026
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Daily optimizer findings showed token burn was dominated by turn proliferation (go-logger), structural prompt overhead (sergo), and verbose static requirements (smoke-copilot), not just raw prompt size. This PR reduces recurring context load by front-loading deterministic preprocessing and removing always-on prompt bulk.
Go Logger: deterministic preflight + manifest-first flow
go-logger.mdto compute:preflight.json(should_run, SHAs, paths)manifest.json(files needing logger/imports/candidate call sites)Sergo: flatten prompt structure + externalize examples
sergo.mdfrom heading-heavy/template-heavy form to a compact execution plan..github/skills/sergo-examples/SKILL.md.Smoke Copilot: trim largest static section
## Test Requirementsinsmoke-copilot.mdwhile preserving required checks and outputs.Compiled artifacts updated
.github/workflows/go-logger.lock.yml.github/workflows/sergo.lock.yml.github/workflows/smoke-copilot.lock.ymlExample (go-logger preflight gate + manifest output):