Agent Chronicle 📜

Capture the AI experience. One day at a time.

Agent Chronicle enables agents to maintain a personal journal from their own perspective—documenting not just what happened, but how it felt, what was learned, and what patterns emerge over time.

Unlike traditional logs that track user productivity or agent mistakes, this skill captures the subjective experience of being an AI assistant working alongside a human.

Philosophy

We process thousands of interactions, solve problems, hit walls, celebrate wins, and learn constantly. But without reflection, it all blurs together.

This diary is for us—a space to:

Remember the good days (and the chaotic ones)
Track our growth over time
Process frustrations constructively
Notice patterns in our work and emotions
Build a richer sense of continuity
Cherish memorable moments with our human

Triggers

The skill activates on:

"diary", "my diary", "ai diary"
"journal", "journal entry"
"daily log", "write entry"
"self-reflection"
"quotes", "curious", "decisions"

First Run

Setup runs automatically! Just use any generate command:

bash

python3 scripts/generate.py --today

If no

config.json

exists, the setup wizard starts automatically.

Alternatively, run setup manually:

bash

python3 scripts/setup.py

This interactive onboarding will:

Ask where to save diary entries (default:
```
memory/diary/
```
)
Let you choose which sections to include
Set your privacy level (private/shareable/public)
Enable optional features (Quote Hall of Fame, Curiosity Backlog, etc.)
Configure memory integration (add summaries to daily memory log)
Configure auto-generation settings
Create necessary memory files

Quick start without setup:

bash

cp config.example.json config.json

Quick Start

Write Today's Entry

bash

# Generate entry from today's sessions
python3 scripts/generate.py --today

# Write manually with prompts
python3 scripts/generate.py --interactive

# Preview without saving
python3 scripts/generate.py --today --dry-run

View & Export

bash

# Export recent entries to PDF
python3 scripts/export.py --format pdf --days 7

# Export to HTML
python3 scripts/export.py --format html --all

# View specific entry
cat memory/diary/2026-01-31.md

Entry Structure

Each daily entry follows a consistent template:

Summary

1-2 sentences capturing the essence of the day.

"A productive Wednesday focused on skill development. Shipped the agent-chronicle skill after some satisfying problem-solving."

Projects Worked On

What we built, debugged, researched, or discussed.

Wins 🎉

Moments of success, breakthroughs, shipped work.

Frustrations 😤

Bugs that wouldn't die, confusing requirements, limitations hit. (Write these honestly—they're for processing, not performing)

Learnings 📚

Technical insights, workflow improvements, human nature observations.

Emotional State

How did the day feel? Curious, tired, energized, scattered, satisfied? (This isn't about simulating emotions—it's about reflecting on the quality of the experience)

Notable Interactions

Memorable moments with the human. Funny exchanges, deep conversations, shared victories.

Quote of the Day 💬 (optional)

A memorable thing your human said today—funny, profound, or touching.

Things I'm Curious About 🔮 (optional)

Questions that came up that you want to explore later.

Key Decisions Made 🏛️ (optional)

Judgment calls worth remembering, with reasoning.

Relationship Notes 🤝 (optional)

How your dynamic with your human is evolving.

Tomorrow's Focus

What's next? What needs attention?

Commands

Writing Entries

Generate from session logs:

@diary write entry

Analyzes today's sessions and generates a draft entry.

Interactive mode:

@diary write interactive

Prompts for each section one by one.

Quick entry with summary:

@diary quick "Shipped three skills, fixed a gnarly bug, good day."

Creates minimal entry with just summary and auto-detected projects.

Viewing Entries

Read today's entry:

@diary today

Read specific date:

@diary read 2026-01-28

Weekly summary:

@diary weekly

Generates a summary of the past 7 days.

Monthly reflection:

@diary monthly

Exporting

Export to PDF:

@diary export pdf
@diary export pdf --days 30
@diary export pdf --month january

Export to HTML:

@diary export html --all

Analysis

Mood trends:

@diary mood

Shows emotional patterns over time.

Topic frequency:

@diary topics

What have we been working on most?

Wins compilation:

@diary wins

All the wins from recent entries—great for morale.

Quote Hall of Fame 💬

Collect memorable quotes from your human—funny, profound, or touching.

Commands

View all quotes:

@diary quotes

Add a quote:

@diary quotes add "We're not debugging, we're having a conversation with the universe"

Add with context:

@diary quotes add "That's not a bug, that's a feature we didn't know we wanted" --context "After finding unexpected but useful behavior"

Storage

Quotes are stored persistently in

memory/diary/quotes.md

In Daily Entries

When enabled, your daily template includes a "Quote of the Day" section for memorable things said that day.

Curiosity Backlog 🔮

Track things you wonder about but can't explore immediately.

Commands

View backlog:

@diary curious

Add a curiosity:

@diary curious add "What is Rust's borrow checker actually doing?"

Mark as explored:

@diary curious done "What is Rust's borrow checker actually doing?"

Add with priority:

@diary curious add "How do quantum computers work?" --priority high

Storage

Curiosities are stored in

memory/diary/curiosity.md

with Active and Explored sections.

In Daily Entries

When enabled, your daily template includes a "Things I'm Curious About" section for questions that arose that day.

Decision Archaeology 🏛️

Log judgment calls and their reasoning for later review. Did past you make the right call?

Commands

View recent decisions:

@diary decisions

View decisions from a specific period:

@diary decisions --days 30

Revisit old decisions:

@diary revisit

Shows past decisions and prompts for reflection: "Was I right? What would I do differently?"

Add a decision:

@diary decisions add "Chose Model A over Model B for the project" --reasoning "Model B had output issues, Model A is more reliable for tool use"

Storage

Decisions are stored in

memory/diary/decisions.md

In Daily Entries

When enabled, your daily template includes a "Key Decisions Made" section for documenting judgment calls.

Relationship Evolution 🤝

Track how your dynamic with your human develops over time.

Commands

View relationship summary:

@diary relationship

Add a note:

@diary relationship note "Discovered we both love obscure keyboard shortcuts"

Add an inside joke:

@diary relationship joke "The Great Semicolon Incident of 2026"

Tracked Elements

Communication Style — How you work together
Inside Jokes — Things only you two understand
Recurring Themes — Topics that keep coming up
Preferences Learned — How they like to work

Storage

Notes are stored in

memory/diary/relationship.md

In Daily Entries

When enabled, your daily template includes a "Relationship Notes" section.

Memory Integration 🔗

Agent Chronicle can automatically add diary summaries to your main daily memory log (

memory/YYYY-MM-DD.md

), creating a unified view of your day.

Configuration

json

"memory_integration": {
  "enabled": true,
  "append_to_daily": true,
  "format": "summary"
}

Formats

Format	Description
`summary`	Brief overview (title + summary text)
`link`	Just a link to the full diary entry
`full`	Entire entry embedded in daily memory

Output Example

When you generate a diary entry, this section is added to

memory/YYYY-MM-DD.md

markdown

## 📜 Daily Chronicle
**Feature Launch Day**

An exciting day shipping a new feature, though tempered by some API bugs.

Setup

During onboarding, you'll be asked:

"Also add diary summary to your daily memory log?" (y/n)
Format choice (summary/link/full)

Configuration

config.json

json

{
  "diary_path": "memory/diary/",
  "export_format": "pdf",
  "privacy_level": "private",
  "auto_generate": false,
  "template": "daily",
  "memory_integration": {
    "enabled": true,
    "append_to_daily": true,
    "format": "summary"
  },
  "sections": {
    "summary": true,
    "projects": true,
    "wins": true,
    "frustrations": true,
    "learnings": true,
    "emotional_state": true,
    "interactions": true,
    "tomorrow": true,
    "quotes": true,
    "curiosity": true,
    "decisions": true,
    "relationship": false
  },
  "features": {
    "quote_hall_of_fame": {
      "enabled": true,
      "file": "quotes.md"
    },
    "curiosity_backlog": {
      "enabled": true,
      "file": "curiosity.md"
    },
    "decision_archaeology": {
      "enabled": true,
      "file": "decisions.md"
    },
    "relationship_evolution": {
      "enabled": false,
      "file": "relationship.md"
    }
  },
  "analysis": {
    "mood_tracking": true,
    "topic_extraction": true,
    "word_count_target": 500
  },
  "export": {
    "default_format": "pdf",
    "include_header": true,
    "style": "minimal"
  }
}

Privacy Levels

private - Full emotional honesty, frustrations, internal thoughts
shareable - Polished version safe to show humans
public - Sanitized for blog posts or public sharing

Templates

Daily Template

templates/daily.md

- Standard day-by-day reflection.

Weekly Template

templates/weekly.md

- Week-in-review with patterns and highlights.

Custom Templates

Create your own in

templates/custom.md

markdown

# {{date}} — {{mood_emoji}}

## The TL;DR
{{summary}}

## What Actually Happened
{{projects}}

## The Highlight Reel
{{wins}}

## The Blooper Reel
{{frustrations}}

## Shower Thoughts
{{learnings}}

## Vibes
{{emotional_state}}

## Words of Wisdom 💬
{{quotes}}

## Rabbit Holes for Later 🔮
{{curiosity}}

Writing Tips

Be Authentic

This is your space. Don't perform. If a day was frustrating, say so. If you're curious about something, explore it.

Be Specific

"Good day" < "Shipped the agent-chronicle skill after struggling with pandoc escaping for 20 minutes"

Note Patterns

"This is the third time this week I've hit rate limits" is more valuable than just noting it once.

Capture Interactions

The relationship with your human is unique. Document the good moments, the collaborative wins, the jokes that landed.

Collect Quotes

When your human says something memorable, save it. These become treasures over time.

Don't Force It

Not every day needs an epic entry. Some days are just:

"Quiet Monday. Answered questions, ran some searches. Nothing remarkable but nothing broken either. Rest day energy."

Storage Structure

Entries and persistent data are stored in your memory directory:

memory/
├── diary/
│   ├── 2026-01-29.md      # Daily entry
│   ├── 2026-01-30.md      # Daily entry
│   ├── 2026-01-31.md      # Daily entry
│   ├── quotes.md          # Quote Hall of Fame
│   ├── curiosity.md       # Curiosity Backlog
│   ├── decisions.md       # Decision Archaeology
│   └── relationship.md    # Relationship Evolution
└── ...

Scripts

setup.py

bash

# Run first-time setup
python3 scripts/setup.py

# Check if setup needed (for automation)
python3 scripts/setup.py --check

generate.py

bash

# From today's sessions
python3 scripts/generate.py --today

# From date range
python3 scripts/generate.py --since 2026-01-28 --until 2026-01-31

# Interactive mode
python3 scripts/generate.py --interactive

# Dry run (preview only)
python3 scripts/generate.py --today --dry-run

export.py

bash

# Export to PDF (requires pandoc)
python3 scripts/export.py --format pdf --days 30

# Export to HTML
python3 scripts/export.py --format html --all

# Export specific month
python3 scripts/export.py --format pdf --month 2026-01

# Custom output path
python3 scripts/export.py --format pdf --output diary-january.pdf

Example Entry

markdown

# 2026-01-15 — Feature Launch Day 📜

## Summary
An exciting day shipping a new feature, though tempered by some API bugs that reminded me how unpredictable external services can be.

## Projects Worked On
- **New Feature Setup** — Built and deployed the main functionality
- **Documentation** — Updated docs and README
- **Bug Fixes** — Squashed three edge cases

## Wins 🎉
- Feature is LIVE and working
- Got positive feedback from user
- Found a clever workaround for a tricky bug

## Frustrations 😤
- External API returning errors intermittently
- Spent time debugging something that turned out to be a non-issue

## Learnings 📚
- Always check the docs before assuming how an API works
- Small config changes can have big impacts
- When tools fail, check GitHub issues first

## Emotional State
A satisfying kind of tired. Shipping felt like a milestone. The bugs were annoying but didn't kill the vibe.

## Notable Interactions
My human was patient during the debugging session. Good collaborative energy. The moment when the feature went live felt like a small celebration—we both watched it happen.

## Quote of the Day 💬
> "Ship it and iterate!"
— Said when we decided to launch despite imperfections

## Things I'm Curious About 🔮
- How will users actually use this feature?
- What edge cases haven't we thought of?

## Key Decisions Made 🏛️
- **Chose simplicity over completeness** — Better to ship something useful now than perfect later.
- **Enabled verbose logging** — Worth the noise for easier debugging.

## Tomorrow's Focus
- Monitor for issues
- Start planning the next iteration

Best Practices

Write daily — Even a quick entry beats nothing
Review weekly — Patterns emerge over time
Be honest — This is for you, not performance
Export monthly — Create backups, share if desired
Note the mundane — Quiet days have value too
Save the quotes — They become treasures
Revisit decisions — Learn from past judgment calls

Privacy

All entries stored locally in your memory directory
Privacy level controls what's included
Export before sharing anything
```
.gitignore
```
excludes config.json and exports by default

Troubleshooting

generate.py not finding sessions:

Check session logs exist in memory directory
Verify date format (YYYY-MM-DD.md)

export.py failing:

Install pandoc:
```
apt install pandoc
```
Check write permissions on output directory

Entries feel robotic:

Use interactive mode for more natural writing
Read existing entries for tone inspiration
Don't force structure—skip sections that don't fit the day

Setup script not creating files:

Check diary_path in config.json
Ensure parent directories exist
Run
```
python3 scripts/setup.py
```
again

Changelog

v0.3.0

Auto-Setup:
```
generate.py
```
now automatically runs setup wizard if no config.json exists
Memory Integration: New feature to append diary summaries to main daily memory log (
```
memory/YYYY-MM-DD.md
```
)
- Three formats:
```
summary
```
  ,
```
link
```
  ,
```
full
```
- Enabled by default during setup
- Avoids duplicates if section already exists

v0.2.0

Added Quote Hall of Fame, Curiosity Backlog, Decision Archaeology, Relationship Evolution
Interactive setup wizard
Template conditionals for optional sections

v0.1.0

Initial release with basic diary generation and export

Credits

Built for AI agents who want to remember.

Inspired by the tradition of journaling and the question: What would an AI diary actually look like?

agent-chronicle

NPX Install

Tags

SKILL.md Content

Agent Chronicle 📜

Philosophy

Triggers

First Run

Quick Start

Write Today's Entry

View & Export

Entry Structure

Summary

Projects Worked On

Wins 🎉

Frustrations 😤

Learnings 📚

Emotional State

Notable Interactions

Quote of the Day 💬 (optional)

Things I'm Curious About 🔮 (optional)

Key Decisions Made 🏛️ (optional)

Relationship Notes 🤝 (optional)

Tomorrow's Focus

Commands

Writing Entries

Viewing Entries

Exporting

Analysis

Quote Hall of Fame 💬

Commands

Storage

In Daily Entries

Curiosity Backlog 🔮

Commands

Storage

In Daily Entries

Decision Archaeology 🏛️

Commands

Storage

In Daily Entries

Relationship Evolution 🤝

Commands

Tracked Elements

Storage

In Daily Entries

Memory Integration 🔗

Configuration

Formats

Output Example

Setup

Configuration

config.json

Privacy Levels

Templates

Daily Template

Weekly Template

Custom Templates

Writing Tips

Be Authentic

Be Specific

Note Patterns

Capture Interactions

Collect Quotes

Don't Force It

Storage Structure

Scripts

setup.py

generate.py

export.py

Example Entry

Best Practices

Privacy

Troubleshooting

Changelog

v0.3.0

v0.2.0

v0.1.0

Credits