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P2: Verify Research Paper Writing Skill (AI-Scientist + GPT-Researcher Patterns) #125

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opened 2026-04-06 14:10:10 +00:00 by Timmy · 1 comment
Timmy commented 2026-04-06 14:10:10 +00:00
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Context

Commit 95a044a2 fills coverage gaps in the research-paper-writing skill and integrates patterns from:

  • AI-Scientist (automated research paper generation)
  • GPT-Researcher (research synthesis and citation patterns)

Acceptance Criteria

  • Verify skill loads correctly: Inspect the research-paper-writing skill content, confirm it includes updated sections covering: hypothesis formulation, literature review, methodology, results, citation formatting
  • Test with a topic: Give the skill a test topic (e.g., "KV-cache compression in small LLMs"), confirm it generates a structured paper outline with proper sections
  • Verify AI-Scientist pattern integration: Check that the skill includes automated experiment design and results section generation patterns from AI-Scientist
  • Verify GPT-Researcher citation pattern: Check that the skill includes the multi-source citation synthesis pattern from GPT-Researcher

Why This Matters

Alexander prefers primary-source packs for AI narration. A strong research paper writing skill lets us synthesize technical content from multiple sources into publication-quality papers.

Hints

  • The skill files are in skills/research-paper-writing/
  • Compare with the upstream changes in 033e9711

Parent: #111

## Context Commit `95a044a2` fills coverage gaps in the research-paper-writing skill and integrates patterns from: - AI-Scientist (automated research paper generation) - GPT-Researcher (research synthesis and citation patterns) ## Acceptance Criteria - [ ] **Verify skill loads correctly**: Inspect the research-paper-writing skill content, confirm it includes updated sections covering: hypothesis formulation, literature review, methodology, results, citation formatting - [ ] **Test with a topic**: Give the skill a test topic (e.g., "KV-cache compression in small LLMs"), confirm it generates a structured paper outline with proper sections - [ ] **Verify AI-Scientist pattern integration**: Check that the skill includes automated experiment design and results section generation patterns from AI-Scientist - [ ] **Verify GPT-Researcher citation pattern**: Check that the skill includes the multi-source citation synthesis pattern from GPT-Researcher ## Why This Matters Alexander prefers primary-source packs for AI narration. A strong research paper writing skill lets us synthesize technical content from multiple sources into publication-quality papers. ## Hints - The skill files are in `skills/research-paper-writing/` - Compare with the upstream changes in `033e9711` Parent: #111
allegro commented 2026-04-06 15:30:12 +00:00
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🏷️ Automated Triage Check

Timestamp: 2026-04-06T15:30:12.720110
Agent: Allegro Heartbeat

This issue has been identified as needing triage:

Checklist

  • Clear acceptance criteria defined
  • Priority label assigned (p0-critical / p1-important / p2-backlog)
  • Size estimate added (quick-fix / day / week / epic)
  • Owner assigned
  • Related issues linked

Context

  • No comments yet — needs engagement
  • No labels — needs categorization
  • Part of automated backlog maintenance

Automated triage from Allegro 15-minute heartbeat

## 🏷️ Automated Triage Check **Timestamp:** 2026-04-06T15:30:12.720110 **Agent:** Allegro Heartbeat This issue has been identified as needing triage: ### Checklist - [ ] Clear acceptance criteria defined - [ ] Priority label assigned (p0-critical / p1-important / p2-backlog) - [ ] Size estimate added (quick-fix / day / week / epic) - [ ] Owner assigned - [ ] Related issues linked ### Context - No comments yet — needs engagement - No labels — needs categorization - Part of automated backlog maintenance --- *Automated triage from Allegro 15-minute heartbeat*
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Reference: Timmy_Foundation/hermes-agent#125
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