A standardized reporting engine for generating structured system audits, revenue tracking, and progress logs within an AI agent workspace.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install reporting
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 reporting 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 Reporting?
The Reporting skill provides a robust framework for documenting the activities and performance of AI agents. By utilizing standardized templates for daily logs, weekly retrospectives, and full system audits, it ensures that all operational data is captured in a consistent, machine-readable format.
This Openclaw Skills extension is designed to move beyond ephemeral chat updates, providing permanent, structured artifacts that track revenue, system efficiency, and workflow progress over time. Every report generated is saved to a dedicated artifacts directory, ensuring a clear audit trail for any automated workspace.
Reporting Use Cases
- Generating weekly retrospectives to track agent economy and service uptime.
- Conducting full system audits to identify workflow gaps and tool inventory status.
- Maintaining daily progress logs of completed tasks and blockers for project management.
- Creating revenue snapshots to monitor income streams and P&L performance.
- Performing mid-week reports or subsystem audits during development cycles.
How Reporting Works
- The skill identifies the report type requested, such as a Weekly Retrospective or Revenue Snapshot.
- It locates the corresponding template within the templates directory using the placeholder syntax.
- The system populates the {{PLACEHOLDER}} variables with relevant workspace data and performance metrics.
- A Markdown file is generated using the ISO date naming convention: {type}-{YYYY-MM-DD}.md.
- The finalized report is written to the workspace/artifacts/ directory for permanent storage.
Reporting Setup
To initialize the reporting environment for these Openclaw Skills, ensure your workspace has the necessary directory structure.
mkdir -p workspace/artifacts
mkdir -p workspace/templates
Ensure your template files (e.g., weekly-retro.md, full-audit.md) are placed in the templates/ folder before triggering the skill.
Reporting Data Schema & Taxonomy
The skill follows a strict file and metadata taxonomy to ensure report discoverability:
| Feature | Specification |
|---|---|
| Storage Location | workspace/artifacts/ |
| Naming Convention | {type}-{YYYY-MM-DD}.md |
| Template Syntax | {{PLACEHOLDER}} substitution |
| Date Format | ISO 8601 (YYYY-MM-DD) |
| Required Header | Executive Summary (for reports >1 page) |
| Footer Metadata | Generation timestamp and author identification |
Reporting Advanced Features
- Multi-template support for diverse business needs including revenue tracking and system health.
- Intelligent handling of edge cases, such as generating reports for zero-revenue data points to maintain historical continuity.
- Automatic executive summary generation for high-density technical audits.
- Support for subsystem-specific audits while maintaining the full audit structural integrity.
- Standardized linkage to source data for manual verification and deep-dive analysis.
SKILL.md
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