Add output_format A/B experiment to daily-news with structured and bullet digest variants#31001
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Add output_format A/B experiment to daily-news with structured and bullet digest variants#31001Copilot wants to merge 3 commits into
output_format A/B experiment to daily-news with structured and bullet digest variants#31001Copilot wants to merge 3 commits into
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Agent-Logs-Url: https://github.com/github/gh-aw/sessions/2ed37e0b-6351-4934-861c-2756acf51727 Co-authored-by: pelikhan <4175913+pelikhan@users.noreply.github.com>
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[WIP] Experiment with output format for daily-news campaign
Add May 8, 2026
output_format A/B experiment to daily-news with structured and bullet digest variants
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@copilot merge main and recompile |
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Pull request overview
Adds an output_format experiment to the daily-news workflow so the generated Discussion body can vary between the current prose baseline and two new presentation variants.
Changes:
- Added
experiments.output_formatfrontmatter config (variants, weights, metrics/guardrails, start date, notifications). - Added conditional prompt branches for
structuredandbullet_digestformats (with prose as control). - Regenerated
daily-news.lock.ymlto include experiment selection, state artifact handling, and pushing experiment state to a git branch.
Show a summary per file
| File | Description |
|---|---|
| .github/workflows/daily-news.md | Declares the output_format experiment and adds conditional prompt instructions for each variant. |
| .github/workflows/daily-news.lock.yml | Compiled workflow updates to pick experiment variants, persist state via artifacts/git branch, and propagate experiment outputs. |
Copilot's findings
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.github/workflows/daily-news.md:364
- The conditional branching tags here don’t match the supported template syntax. The renderer recognizes
{{#elseif ...}}/{{#else-if ...}}/{{#else_if ...}}and{{#else}}, but not{{else if ...}}(with a space) or{{else}}(without#). As written, the non-structured variants may drop the entire block or leave template markers in the prompt. Update to the supportedelseif/#elseforms so the three variants actually branch at runtime.
{{else if experiments.output_format == "bullet_digest"}}
Write an ultra-compact daily digest using only bullet points. Rules:
- Total word count must not exceed 400 words
- Use minimal headers (### Issues, ### PRs, ### Highlights)
- One line per item, e.g. `- github/gh-aw#123 Fix login bug (merged by \`@alice\`)`
- No paragraphs, no haiku, no embedded charts (list chart URLs under ### Charts)
- No filler phrases ("Great news!", "The team has been busy")
- Emoji allowed only as bullet prefixes (one per section max)
{{else}}
Write an upbeat, friendly, motivating summary of recent activity in the repo.
{{/if}}
.github/workflows/daily-news.md:346
- The fixed-section template uses literal
...placeholder lines for each section. Without an explicit instruction to replace them, the model may copy...verbatim into the report. Consider removing the...lines or replacing them with clearer placeholder text (e.g., "(add items here)") plus a direct instruction to not include placeholder markers in the final output.
### 🔴 Issues
...
### 🟢 Pull Requests
...
### 💬 Discussions
...
.github/workflows/daily-news.md:360
- The bullet digest rules conflict: you restrict headers to
### Issues, ### PRs, ### Highlights, but later instruct to put chart URLs under### Charts. Either add### Chartsto the allowed headers list or remove/adjust the charts requirement to keep the constraints consistent.
- Total word count must not exceed 400 words
- Use minimal headers (### Issues, ### PRs, ### Highlights)
- One line per item, e.g. `- github/gh-aw#123 Fix login bug (merged by \`@alice\`)`
- No paragraphs, no haiku, no embedded charts (list chart URLs under ### Charts)
- No filler phrases ("Great news!", "The team has been busy")
- Files reviewed: 2/2 changed files
- Comments generated: 1
| Write the daily news report using the following **fixed-section template** (always include every section, even if empty): | ||
|
|
||
| ```markdown | ||
| ## 📋 Daily Digest — {{date}} |
Agent-Logs-Url: https://github.com/github/gh-aw/sessions/b6458008-98bf-4d4f-8455-044c2df6aa02 Co-authored-by: pelikhan <4175913+pelikhan@users.noreply.github.com>
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This updates
daily-newsto run a 3-way A/B experiment on report presentation (prose,structured,bullet_digest) to measure discussion engagement impact while preserving current behavior as control. The workflow prompt now branches by selected variant at runtime, and the compiled lockfile includes experiment state plumbing/artifacts.Experiment config (frontmatter)
experiments.output_formatwith variants, weights, hypothesis/metric metadata, guardrail, sample target, start date, analysis type, tags, and discussion notification."==0").Prompt behavior by variant
structured: fixed section template + summary table + required TL;DRbullet_digest: compact bullet-only format, ≤400 words, no embedded chartselse: existing upbeat prose style (baseline), preserving prior narrative behaviorCompiled workflow updates
daily-news.lock.ymlso activation includes experiment selection output, artifact upload/download for experiment state, and push of experiment state branch data.{{#if experiments.output_format == "structured"}} ... fixed-section template instructions ... {{else if experiments.output_format == "bullet_digest"}} ... ultra-compact bullet digest rules ... {{else}} ... existing prose instructions ... {{/if}}Warning
Firewall rules blocked me from connecting to one or more addresses (expand for details)
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