A specialized skill for mapping cross-team dependencies and identifying project bottlenecks and risk chains.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install dependency-map-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 dependency-map-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 Dependency Map Builder?
The Dependency Map Builder is a technical asset within the Openclaw Skills ecosystem designed to bring clarity to complex project environments. It analyzes cross-team dependencies, identifies critical paths, and highlights fragile nodes to prevent project delays. By synthesizing task lists, team responsibilities, and sequence relationships, it provides a structured overview that helps project managers and lead developers maintain a steady coordination rhythm.
This skill focuses on providing auditable drafts and risk chains rather than acting as a replacement for traditional Gantt chart software. It ensures that high-risk areas, privacy concerns, and compliance boundaries are clearly communicated, allowing for safer and more transparent project coordination. Using Openclaw Skills like this one enables teams to move from messy task lists to actionable, structured dependency maps.
Dependency Map Builder Use Cases
- Generating comprehensive cross-team dependency visualizations for large-scale projects.
- Identifying critical paths and potential single points of failure in complex development workflows.
- Mapping task sequences and team responsibilities to improve organizational transparency.
- Assessing project risk chains to formulate proactive escalation strategies and contingency plans.
How Dependency Map Builder Works
- The skill reconstructs provided user information into a comprehensive task brief for internal processing.
- It identifies any missing information and explicitly lists items for user confirmation rather than making assumptions.
- A reviewable draft is generated based on the internal specification and output template provided in the skill directory.
- If the environment permits shell execution, it runs a Python script to process input data and generate structured output files.
- The final output is delivered as a structured text report or Mermaid diagram draft for stakeholder review.
Dependency Map Builder Setup
To install and configure this skill within your environment, ensure you have Python 3 installed. Openclaw Skills usually require minimal configuration beyond the following steps:
# Navigate to the skill directory
cd dependency-map-builder
# Run the built-in smoke test to verify resources and environment compatibility
cat tests/smoke-test.md
# Execute the mapping process using the provided Python script
python3 "scripts/run.py" --input <input_file> --output <output_file>
Dependency Map Builder Data Schema & Taxonomy
The skill organizes data using a strict schema defined in the local resources. It maps input tasks to a taxonomy that prioritizes risk and flow:
| Component | Description |
|---|---|
| Dependency List | A categorized catalog of all identified cross-team requirements. |
| Critical Path | The primary sequence of tasks that determines the overall project timeline. |
| Fragile Nodes | High-risk tasks or resource bottlenecks that require close monitoring. |
| Coordination Rhythm | Suggested intervals and triggers for project sync-ups. |
| Escalation Conditions | Specific technical or timeline triggers that require senior management intervention. |
Dependency Map Builder Advanced Features
- Automated risk chain generation for proactive identification of project bottlenecks.
- Support for Mermaid diagram syntax to facilitate visual dependency mapping.
- Native integration with Python-based scripts for automated data processing and transformation.
- Compliance-first reporting that explicitly flags high-risk, privacy-sensitive, or permission-restricted data.
- Auditable output versions with dry-run capabilities for safe project planning without modifying project systems directly.
SKILL.md
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