An automated assistant that synthesizes daily Markdown logs into professional, result-oriented weekly and monthly reports.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install report-summary-builder
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 report-summary-builder 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 Report Summary Builder?
Report Summary Builder is a specialized documentation assistant designed to transform fragmented daily records into structured, professional summaries. By acting as a Work Summary Assistant, it analyzes existing Markdown files to generate weekly or monthly reports that focus on outcomes rather than just activities. This Openclaw Skills component ensures that your reporting is consistent, professional, and strictly based on recorded facts.
The skill incorporates Lyubishchev-style time management principles, viewing work as a record of time investment and output. It intelligently merges repetitive items, identifies high-value results, and highlights potential risks or blockers. Whether you need to report to management or track your own progress, this tool automates the tedious parts of the reporting lifecycle while maintaining a high standard of professional language.
Report Summary Builder Use Cases
- Automatically generating weekly performance summaries for team synchronization.
- Compiling monthly project status reports for stakeholders from daily dev logs.
- Identifying missing documentation days through automated gap detection.
- Converting informal daily task lists into professional, executive-ready documentation.
How Report Summary Builder Works
- The agent detects specific triggers such as "generate weekly report" or "summarize this month's work" to enter summary mode.
- It scans the source directory at
/data/reports/daily/for all Markdown files within the target date range. - The skill processes the content, merging duplicate tasks and filtering out low-value activities to focus on key milestones.
- It applies a professional linguistic filter, replacing colloquialisms with action-oriented verbs like "optimized," "validated," or "implemented."
- A structured Markdown file is generated following a strict template and saved to the designated weekly or monthly output path.
- Finally, the agent provides a concise summary of the generated report for immediate use in messaging apps or emails.
Report Summary Builder Setup
To get started with this skill, ensure your directory structure is prepared to store the reports that Openclaw Skills will process.
# Create the necessary directory structure
mkdir -p /data/reports/daily/
mkdir -p /data/reports/weekly/
mkdir -p /data/reports/monthly/
Ensure your daily reports are saved as Markdown files within the /daily/ folder. The agent will automatically parse these files based on their content and timestamps.
Report Summary Builder Data Schema & Taxonomy
The Report Summary Builder organizes information using a clear directory-based taxonomy and structured Markdown templates:
| Data Type | Storage Path | Description |
|---|---|---|
| Source Data | /data/reports/daily/ |
Individual daily Markdown logs used for aggregation. |
| Weekly Reports | /data/reports/weekly/YYYY-Www.md |
Reports aggregated by ISO week (Monday to Sunday). |
| Monthly Reports | /data/reports/monthly/YYYY-MM.md |
Reports aggregated by calendar month. |
| Templates | Internal Markdown | Standardized headers for accomplishments, risks, and future plans. |
Report Summary Builder Advanced Features
- Automatic gap detection: Explicitly marks missing dates to ensure reporting integrity.
- Lyubishchev integration: Prioritizes work content as time investment and output records rather than simple task lists.
- Professional vocabulary enforcement: Automatically translates informal descriptions into result-oriented enterprise language.
- Continuous item tracking: Specifically handles unfinished tasks as "ongoing processing" or "preliminary validation" to maintain project continuity.
- Result-driven aggregation: Consolidates scattered actions into high-value key results (KRs).
SKILL.md
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