A professional auditing skill enabling AI agents to perform compliance, alignment, and GAP analysis on organizational Business Plans.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install bp-audit
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 bp-audit 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 BP Audit - Business Plan Goal Auditing for AI Agents?
bp-audit is a sophisticated framework designed to empower AI agents with Business Plan (BP) auditing capabilities. By integrating this skill through Openclaw Skills, developers can enable agents to programmatically inspect Goal-KR-KI (Goal, Key Results, and Key Initiatives) structures, ensuring they meet organizational standards and logical consistency.
The skill provides a robust suite of tools for organizational alignment, allowing agents to verify that individual tasks support higher-level corporate objectives. It effectively bridges the gap between strategy and execution by providing technical interfaces for deep-dive analysis of task trees, employee groupings, and performance reports.
BP Audit - Business Plan Goal Auditing for AI Agents Use Cases
- Verifying BP compliance by checking the structural integrity of Goal, KR, and KI components.
- Performing upward alignment audits to ensure sub-tasks correctly support parent objectives.
- Conducting downward alignment checks to identify coverage gaps in team-level execution.
- Executing GAP analysis to identify logic, execution, or alignment discrepancies in business strategy.
How BP Audit - Business Plan Goal Auditing for AI Agents Works
- The AI agent detects an auditing intent and dynamically loads the bp-audit module.
- The system retrieves active business cycles by querying the period list for enabled statuses.
- The agent identifies the relevant organizational scope by fetching group trees or employee group IDs.
- Detailed task data, including goals and action details, is extracted via the task-tree and detail APIs.
- The agent applies audit logic (compliance, alignment, or GAP) against the retrieved metadata.
- A structured report is generated, highlighting discrepancies and alignment scores within the Openclaw Skills ecosystem.
BP Audit - Business Plan Goal Auditing for AI Agents Setup
To deploy this skill, you must first configure authentication using the appKey exchange protocol.
# Define the API endpoint for the audit service
export BP_AUDIT_BASE_URL="https://cwork-web-test.xgjktech.com.cn"
# Initialize the skill within your agent environment
openclaw install bp-audit
Ensure your network environment has access to the specified domain and that the common/auth.md specifications are implemented for token management.
BP Audit - Business Plan Goal Auditing for AI Agents Data Schema & Taxonomy
The bp-audit skill organizes data into a specific taxonomy to support multi-level analysis:
| Data Component | Format | Description |
|---|---|---|
| Period Metadata | JSON | Contains period ID, start/end dates, and status codes. |
| Task Hierarchy | Tree | Maps the relationship between Goals, KRs, and KIs. |
| Alignment Lists | Array | UpwardTaskList and DownwardTaskList for cross-referencing. |
| Report Logs | Paginated | Historical execution data linked to specific task IDs. |
BP Audit - Business Plan Goal Auditing for AI Agents Advanced Features
- Intelligent Module Routing: Dynamically switches between audit/period, audit/group, and audit/task-tree based on conversational context.
- Deep GAP Analysis: Leverages Openclaw Skills to identify 'execution gaps' where subordinate tasks fail to support the primary goal.
- Structural Logic Validation: Programmatically verifies if Key Initiatives are sufficient to drive the achievement of Key Results.
- Multi-Agent Alignment: Supports complex organizational structures by fetching employee-specific group identifiers for targeted audits.
SKILL.md
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