An orchestration-layer skill that coordinates specialized AI agents to generate structured, insight-driven data analysis reports.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install analysis-report
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 analysis-report 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 Analysis Report Orchestration?
The analysis-report skill acts as a high-level orchestration layer within the ecosystem of Openclaw Skills. Unlike simple query tools, it functions as a Chief Editor that understands the architecture of a professional business document. It does not perform raw data analysis itself; instead, it manages the logical lifecycle of a report by delegating specific tasks to capability-level Openclaw Skills like metric-query, anomaly-detection, and forecast-simulation. This ensures that the final output is not just a collection of numbers, but a cohesive narrative that connects data points to business outcomes.
Analysis Report Orchestration Use Cases
- Creating comprehensive monthly or weekly business performance reviews for executive leadership.
- Generating deep-dive sales analysis reports that include trend detection and channel breakdown.
- Producing incident post-mortems by orchestrating anomaly detection and root-cause attribution.
- Developing data-driven summaries for team syncs to highlight goal attainment and future projections.
How Analysis Report Orchestration Works
- The skill analyzes the user request to determine the report theme, time range, audience, and required depth.
- It selects or generates an optimized report template and presents an outline for user confirmation.
- It sequentially invokes necessary capability Openclaw Skills to gather data and perform specialized analysis for each section.
- It maintains a stateful report context to pass insights between sections, ensuring that the attribution logic is aware of previously detected anomalies.
- It synthesizes all individual findings into a structured Markdown document featuring a summary, detailed analysis, and actionable recommendations.
Analysis Report Orchestration Setup
To deploy this orchestration capability, ensure your agent has access to the suite of data Openclaw Skills required for sub-tasks.
# Install the analysis report orchestration skill
openclaw install analysis-report
# Verify prerequisite capability skills are active
openclaw skills list --tags capability
Analysis Report Orchestration Data Schema & Taxonomy
The skill utilizes a structured report_context to maintain consistency across the document lifecycle. This schema allows Openclaw Skills to share findings between disparate analysis blocks.
| Key | Description | Data Type |
|---|---|---|
| report_title | The finalized title of the generated report | String |
| time_range | The temporal boundaries of the dataset | String |
| kpi_summary | Core metrics and year-over-year changes | Object |
| anomalies | List of detected outliers and their severity | Array |
| key_conclusions | Final synthesized insights for the executive summary | Array |
Analysis Report Orchestration Advanced Features
- Model-Aware Execution: Automatically adjusts between principle-based reasoning for strong models and template-strict execution for standard models.
- Contextual Chaining: Enables root-cause analysis modules to automatically ingest data from prior anomaly detection steps.
- Narrative Synthesis: Moves beyond data dumping to provide transitionary phrases and logical flow between different data visualizations.
- Dynamic Pruning: Automatically removes irrelevant report sections (e.g., skipping attribution if no anomalies are found) to maintain report conciseness.
- Multi-Format Export: Supports post-processing conversion into docx, pptx, or xlsx through integrated document Openclaw Skills.
SKILL.md
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