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pentaxis93

research-gather

by pentaxis93

AI and I - a blog about human-AI collaboration

0🍴 0📅 2026年1月23日
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SKILL.md


name: research-gather description: "Systematically gather source material for blog articles. GitHub history, session transcripts, code examples, screenshots. Use at RESEARCH stage of blog pipeline."

Research Gather Skill

Purpose: Systematically assemble all source material needed for an article.


When to Use

At the RESEARCH stage of the blog pipeline, after IDEA is defined and before WALK.


Source Types

SourceWhat to GatherHow
GitHub historyCommits, PRs, issues relevant to storygit log, GitHub API
Session transcriptsPast Claude conversations on topicSearch transcripts collection
Code examplesActual code that demonstrates pointsExtract from repos
ScreenshotsUI states, terminal output, diagramsCapture or find existing
Dates & timelineWhen things happenedGit history, file dates
External referencesDocs, articles, tools mentionedWeb search, bookmarks

Process

0. Load Author Context

Before any research, read from eterne (private vault):

~/src/eterne/vault/03-resources/blog-context/
├── author.md           # Quick reference (always load)
├── timeline/overview.md # For chronological articles
├── people/family.md    # If relationships mentioned
└── themes/
    ├── spiritual.md    # If practice/philosophy relevant
    └── career.md       # If professional history relevant

Why eterne? Biographical context is private (names, health history, location).

This provides:

  • Verified biographical facts (prevents hallucination)
  • Current project metrics and scale
  • Key claims with evidence status
  • Family and relationship context
  • Spiritual/philosophical background
  • Career arc (including illness era context)

1. Define Research Questions

Based on the one-sentence teaching from IDEA stage:

  • What claims will this article make?
  • What evidence supports each claim?
  • What concrete examples illustrate each point?

2. Gather by Source Type

GitHub History:

# Find commits related to topic
git log --oneline --grep="[keyword]"
git log --oneline --since="2024-01-01" --until="2024-06-01" -- path/to/relevant/

# Find PRs
gh pr list --state all --search "[keyword]"

Session Transcripts:

  • Search packages/blog/src/content/transcripts/
  • Search conversation history for relevant topics
  • Note session dates and key exchanges

Code Examples:

  • Extract minimal, self-contained examples
  • Verify they still run
  • Note file paths and commit hashes for attribution

Timeline:

  • Build chronological sequence of events
  • Note key dates, durations, milestones

3. Organize Material

Create research file at pipeline/active/NNN-slug/02-research.md:

# Research: [Article Title]

## Claims & Evidence

### Claim 1: [Statement]
- Evidence: [source, quote, data]
- Example: [code/screenshot/transcript excerpt]

### Claim 2: [Statement]
...

## Timeline

| Date | Event | Source |
|------|-------|--------|
| YYYY-MM-DD | [What happened] | [Git commit / transcript / etc.] |

## Code Examples

### Example 1: [Description]
```[language]
[code]

Source: [file path @ commit]

Open Questions

  • [Things to explore during WALK stage]
  • [Gaps in evidence]

Raw Material

[Links, excerpts, screenshots to process]


---

## Quality Gate

**Gate question:** Do you have concrete examples for every claim?

**Checklist:**
- [ ] Author context loaded and referenced
- [ ] Every claim has supporting evidence
- [ ] Timeline is documented with sources
- [ ] Code examples are extracted and verified
- [ ] Screenshots captured if needed
- [ ] Gaps identified for WALK stage exploration

---

## Anti-Patterns

| Anti-Pattern | Problem | Fix |
|--------------|---------|-----|
| Vague notes | Can't verify later | Cite specific sources |
| Too much material | Overwhelms outline | Focus on claims, not completeness |
| Unverified examples | May not work | Run code, check links |
| Missing dates | Timeline unclear | Always note when things happened |

---

*Research serves the story. Precision now prevents problems later.*

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