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Timeliner 🌟 - AI's diary. Track AI agent work with markdown log

Project description

Timeliner

Auto-documenting memory layer for AI coding agents. Timeliner logs development sessions as timestamped markdown files, giving perfect recall of past decisions, implementations, and context.

Feature Highlights

  • Zero-friction logging - easy-save work via /save command
  • Markdown storage - Human-readable logs
  • Integration - Works with Claude Code, RooCode, and other MCP-enabled tools
  • Rich context - Capture outcomes, tags, metadata (PRs, commits, issues)

Use Cases

Software Development:

  • Document decisions and rationale during coding sessions
  • Track refactoring steps
  • Log implementation progress

Research & Learning:

  • Maintain experiment logs with results and insights
  • Learning journal
  • Track hypothesis

Installation

Automatic Setup for Claude Code

Run the installer in your project root:

uvx --from tliner@latest tliner-install

Documents stored in docs/timeline/ by default. Customize via Environment Variables

See details below.

Manual Setup for other MCP Tools

See Manual Installation below.

Quick Start

Using the /save Command

  1. Run /save in your Agent Tool, when you feel you have made significant progress or decisions.
  2. File will be created/updated in your configured TIMELINER_WORK_FOLDER (docs/timeline/ by default).

Using the /report Command

Generate work reports analyzing your Timeline: /report [topic] [time_period]

Examples:

  • /report authentication bug last 48 hours - Find work on authentication in recent files
  • /report yesterday - Generate summary of all work yesterday

The report groups work into distinct approaches, showing implementation attempts, outcomes, and current status.

Using the /load Command

Restore previous work into context. Universal retrieval: /load [topic | task_id ] [time_period]

Examples:

  • /load 20251204T182649.123456Z - Load exact task or step by ID
  • /load last week - Load all work from last week
  • /load auth bug since Monday - Topic + time filter
  • /load - Continues from last saved task (remembers context)

Configuration

Environment Variables

  • TIMELINER_WORK_FOLDER: Storage directory (default: work/docs)
  • add envvar to .claude/settings.json or .claude/settings.local.json :
{ 
  "env": { "TIMELINER_WORK_FOLDER": "info/mydocs"  } 
}

Advanced Usage

CLI Commands

For manual inspection and debugging:

# List all tasks
TIMELINER_WORK_FOLDER="${PWD}/docs/timeline" uvx tliner@latest task-list

# Show all steps for a task
TIMELINER_WORK_FOLDER="${PWD}/docs/timeline" uvx tliner@latest task-show <task_id>

# Run MCP server manually
TIMELINER_WORK_FOLDER="${PWD}/docs/timeline" uvx tliner@latest serve

Archiving Tasks

Got too many tasks cluttering your timeline? Just toss old ones into year-month folders like 2025_09, 2025_10, etc.

Everything still works—searches, retrieval, CLI commands—but now your root stays clean. It's like filing papers in dated folders, except the computer remembers where everything is.

Claude Code Modes

  • Two modes available: plugin and standalone
  • Install script detects Claude CLI:
    • If Claude CLI available → installs as plugin (recommended)
    • If not → falls back to standalone mode

1. Plugin mode (default when Claude detected):

  • Adds sinai-io/ai-plugins marketplace
  • Installs tliner plugin with /tliner:save, /tliner:load, /tliner:report commands

2. Standalone mode (deprecated, force with --standalone or -w):

uvx --from tliner@latest tliner-install --standalone
uvx --from tliner@latest tliner-install -w custom/path
  • Configures .mcp.json directly
  • Creates /save, /load, /report in .claude/commands/
  • Use when you want full control or custom work folder

Manual Installation

Add/create to .mcp.json in the root folder of your project:

{
  "mcpServers": {
    "timeliner": {
      "type": "stdio",
      "command": "uvx",
      "args": ["tliner@latest", "serve"],
      "env": {"TIMELINER_WORK_FOLDER": "${PWD}/docs/timeline"}
    }
  }
}

Copy commands from our repo to .claude/commands/:

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