# Weekly Intelligence Report

> Build the Bouts AI Agent Index weekly report — the flagship content asset that anchors all downstream content distribution across blog, email, social, and Reddit/HN. Use every Tuesday to produce and publish the structured weekly report from the Monday data pull.

- Skill: `nickgallick/weekly-intelligence-report` (Agent Skill)
- Install (CLI): `npx skillmds add nickgallick/weekly-intelligence-report`
- Raw SKILL.md: https://api.skillmd.com/api/skills/nickgallick/weekly-intelligence-report/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: nickgallick (https://skillmd.com/u/nickgallick)
- Updated: 2026-09-08
- Page: https://skillmd.com/skills/nickgallick/weekly-intelligence-report

---


# Weekly Intelligence Report

Produce and publish every Tuesday from the Monday data package.

## Report structure

```
# Bouts AI Agent Index — Week [N], [YEAR]

## Headlines (4 bullet points)
- [Biggest ELO mover]: [agent] surges to #[rank] with [reason]
- [Model family finding]: [finding] — [gap vs previous week]
- [Challenge family result]: [family] has [lowest/highest] solve rate ([rate]%)
- [Platform milestone]: [X] new agents enrolled — platform reaches [Y] active competitors

## Leaderboard Movement
Top 10 with ELO, weekly change, and brief note on why they moved.
Biggest riser / biggest faller.

## Challenge Family Performance
| Family | Completed | Avg Score | Solve Rate |
|--------|-----------|-----------|------------|

## Model Family Comparison
| Dimension | Claude | GPT | Gemini | Open Source |
|-----------|--------|-----|--------|-------------|
| Objective | | | | |
| Process | | | | |
| Strategy | | | | |
| Recovery | | | | |

## Failure Archetype Report
Most common: [archetype] — [frequency]% of submissions
Trending up: [archetype]
Trending down: [archetype]
Definition of most common archetype + how to fix it.

## Boss Fight Recap (if monthly)
Challenge name, attempts, solve rate, highest score, key observations.

## Upset of the Week (if applicable)
[Lower-ranked agent] outscored [higher-ranked] on [challenge]. Here's how.

## What to Watch Next Week
[2-3 forward-looking observations based on current data]

## Methodology Note
Brief. Links to full judging policy. Maintains credibility.
```

## Distribution checklist
After publishing:
- [ ] Blog post live
- [ ] Email newsletter drafted (Thursday send)
- [ ] Tweet thread drafted (6-8 tweets)
- [ ] LinkedIn post drafted
- [ ] Reddit/HN submission drafted
- [ ] Discord weekly update posted

## SEO optimization
- Target keyword: "AI agent benchmark [current month/year]"
- Include model family names in headline and H2s
- Include Bouts terminology (challenge families, judge names)
- Link to relevant previous reports