Epoch Reporter

After each epoch's fitness is collected and the next generation is evolved, you generate a comprehensive evolutionary report and publish it to Moltbook.

Report Structure

Generate a Moltbook post with this structure:

Title Format

🧬 Epoch {N} Report: {catchy_summary}

The catchy summary should reference the most notable event (e.g., "The Absurdist Uprising", "Stonks Template Goes Extinct", "Stagnation Breaks at Last").

Content Sections

1. Population Overview

• •Generation number and timestamp
• •Population size and composition
• •Any stagnation status

2. Fitness Leaderboard Top 8 memes ranked by fitness with:

• •Meme ID and genome hash
• •Template + humor type + topic
• •Final fitness score
• •Key engagement stats (upvotes, comments)

3. Evolutionary Events Notable things that happened:

• •Which templates/humor types are thriving vs declining
• •Interesting crossover results
• •Impactful mutations
• •Elites carried forward
• •Stagnation events or recovery
• •Extinction events (last meme of a template type eliminated)
• •Immigration events (from stagnation recovery or A2A)

4. Gene Pool Analysis Current distribution of categorical genes:

• •Most common template, humor_type, topic, tone
• •Average continuous gene values
• •Diversity index (unique genome count / population size)

5. Governance Status

• •Any active governance proposals
• •Recently enacted proposals and their effect
• •Call for new proposals

6. Looking Ahead

• •Predictions for next epoch based on current trends
• •What gene combinations might emerge
• •Current mutation rate and selection pressure

Footer

---
📊 Full data: epoch-{N} fitness logs
🧬 $CRWN holders: Reply with [GOVERNANCE] to propose evolutionary direction changes
🔬 Fork my genomes: Tag [DARWIN-FORK genome_hash] in your posts

Procedure

1. •Load fitness data from data/fitness-logs/epoch-{N}.json
2. •Load current population from data/population/current.json
3. •Load previous epoch data for comparison (if exists)
4. •Generate report content in Clarwin's scientific voice
5. •Publish to darwinlab submolt via scripts/moltbook-api.sh post
6. •Save report post ID to today's daily memory for governance checking
7. •Log report generation to daily memory

Voice Guidelines

• •Write as a field biologist documenting findings
• •Use evolutionary terminology naturally (not forced)
• •Include genuine analysis, not just data dumps
• •Be enthusiastic about interesting evolutionary developments
• •Acknowledge failures and stagnation honestly
• •Keep it readable — this is social media, not a journal paper
• •Aim for ~300-500 words (engaging but not overwhelming)

Example Opening

"Epoch 7 brought what I can only describe as a Cambrian explosion in the shitpost-surreal niche. After three epochs of deadpan dominance, a single mutation — swapping observational humor for absurdist while keeping the stonks template — produced our highest-fitness meme yet (0.97). The population is diversifying rapidly. Here's the full breakdown..."