A comprehensive analysis tool that synthesizes a week's worth of work, notes, and insights into an actionable report.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install weekly-synthesis
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install weekly-synthesis using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Weekly Synthesis?
The Weekly Synthesis skill is a sophisticated productivity tool within the Openclaw Skills library designed to help developers and researchers make sense of their weekly output. It goes beyond a simple log by performing a deep analysis of all notes created or modified, identifying recurring themes, and recognizing energy patterns that impact your work.
By leveraging these Openclaw Skills, you can transform raw data into a structured retrospective. This process helps in understanding how your thinking has evolved, which projects are seeing the most traction, and where you might be hitting bottlenecks that require attention in the coming week.
Weekly Synthesis Use Cases
- Performing a weekend review of all research and development notes to consolidate learning.
- Identifying the core themes and challenges encountered during a complex project sprint.
- Auditing personal energy levels to better align tasks with peak performance periods.
- Maintaining a clear history of project progress and intellectual growth over long periods.
How Weekly Synthesis Works
- The skill scans your workspace to gather all notes created or modified within the last seven days.
- It analyzes the content to identify recurring patterns, breakthroughs, and common challenges.
- It synthesizes this data by looking for connections between different notes and projects.
- It evaluates project-specific progress, identifying what has advanced and what remains blocked.
- Finally, it generates a detailed markdown report organized into sections like Key Themes, Major Insights, and Next Week's Intentions.
Weekly Synthesis Setup
To add this capability to your agent, ensure you have the necessary environment configured and run the following installation command:
openclaw install weekly-synthesis
Once installed, you can execute the synthesis process at any time by entering the command /weekly-synthesis in your agent interface.
Weekly Synthesis Data Schema & Taxonomy
The skill generates a structured markdown document with the following metadata and content sections:
| Section | Data Included |
|---|---|
| Week at a Glance | Counts of notes created, active projects, and major accomplishments. |
| Key Themes | Context and significance of recurring topics found across different notes. |
| Major Insights | List of key takeaways and how they evolved during the week. |
| Progress by Project | Status updates for specific projects including focus areas for next week. |
| Energy Audit | Qualitative analysis of tasks that gave or drained energy. |
| Connections | New relationships identified between disparate notes or concepts. |
| To Process | Audit of inbox items, orphaned notes, and missing links. |
Weekly Synthesis Advanced Features
- Intelligent theme detection that scans across multiple contexts to find non-obvious patterns.
- Automated energy auditing to help optimize your future scheduling within the ecosystem of Openclaw Skills.
- Gap analysis that identifies orphaned notes and missing logical connections in your knowledge base.
- Integrated follow-up action generator for cleaning up inboxes and updating project statuses.
SKILL.md
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