docs: minor fixes & expands future directions#2165
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mnkiefer wants to merge 11 commits intotoken-efficiency-paperfrom
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docs: minor fixes & expands future directions#2165mnkiefer wants to merge 11 commits intotoken-efficiency-paperfrom
mnkiefer wants to merge 11 commits intotoken-efficiency-paperfrom
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Co-authored-by: Copilot <copilot@github.com>
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This was referenced Apr 24, 2026
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This was referenced Apr 24, 2026
Co-authored-by: Copilot <copilot@github.com>
Co-authored-by: Copilot <copilot@github.com>
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Pull request overview
Polishes and expands the token-efficiency blog post draft, aiming to fix wording/tense and add more detailed future directions around system- and portfolio-level optimization.
Changes:
- Refines wording for clarity and tense consistency across the draft.
- Reworks descriptions of token-usage logging and optimization workflows.
- Expands “What’s next?” with system-level “episode” framing and portfolio-level optimization opportunities.
Show a summary per file
| File | Description |
|---|---|
| scripts/paper/blog-post-draft.md | Copy edits throughout and expanded “What’s next?” section to discuss broader optimization directions. |
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scripts/paper/blog-post-draft.md:18
- Typo: “againts” → “against”.
The repositories that build GitHub Agentic Workflows use agentic workflows for their own CI. Those workflows include [Auto-Triage Issues]() workflow for labeling new issues, a [Contribution Check]() for auditing new pull requests againts contributor guidelines, [Test Quality Sentinel]() for reviewing test depth on every ready-for-review PR, [Glossary Maintainer]() for keeping documentation in sync with code changes, and three daily quality checks: [Daily Syntax Error Quality](), [Daily Compiler Quality](), and [Daily Community Attribution](). These run on production hardware against production API rate limits.
scripts/paper/blog-post-draft.md:34
[**Daily Token Optimizer**]()has an empty link target. Please add the intended URL or remove the link markup until it’s available.
A [**Daily Token Optimizer**]() goes further. When the Auditor flags a heavy workflow,it examines the workflow's source and recent run logs, then creates a new issue decribing concrete inefficiencies and recommended changes. It has consistently found inefficiencies that we had missed.
scripts/paper/blog-post-draft.md:34
- Missing space after comma in “workflow,it”; should be “workflow, it”.
A [**Daily Token Optimizer**]() goes further. When the Auditor flags a heavy workflow,it examines the workflow's source and recent run logs, then creates a new issue decribing concrete inefficiencies and recommended changes. It has consistently found inefficiencies that we had missed.
- Files reviewed: 1/1 changed files
- Comments generated: 6
Author
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@lpcox Wonderful work! ❤️ Just a few minor suggestions (mostly optional and based on language preferences) and I've expanded the "What’s next" section as discussed. I also added the workflow links (if people want to check them out and reuse), though we might want to think about moving them into |
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Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
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Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
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