A unified AI workflow skill that combines persistent memory logs with high-speed test-driven development to ensure agents never lose context.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install spf-test-skill
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 spf-test-skill 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 Superpower with Files?
Superpower with Files is a comprehensive framework designed to solve the context-loss problem in AI-driven development. By implementing Manus-style file logging, it creates a persistent memory loop that allows AI agents to track their progress across complex sessions. This suite of Openclaw Skills integrates 15 specialized tools into a single workflow, emphasizing clean workspace management and high-quality code output through strict architectural standards.
Superpower with Files Use Cases
- Starting new coding projects with structured, persistent implementation plans.
- Executing complex features using a rigorous Test-Driven Development (TDD) cycle.
- Managing multi-agent or subagent-driven development architectures for large codebases.
- Maintaining a clean workspace by centralizing AI logs and development artifacts.
- Performing systematic debugging and code reviews with full context retention.
How Superpower with Files Works
- Initialize the environment by pointing the AI agent to the local directory containing the Openclaw Skills suite.
- Invoke the /spf-plan command to generate a durable implementation strategy stored in a dedicated log file.
- Begin the /spf-execute loop, where the agent first writes unit tests to define the expected behavior.
- Implementation code is written and refined until tests pass, with all progress tracked in a unified memory log.
- Use the verification and branch completion skills to finalize the development cycle and prepare for merge.
Superpower with Files Setup
To integrate this skill into your workflow, follow these steps:
# 1. Clone the repository to your local machine
git clone https://github.com/mok888/superpower-with-files
# 2. Configure your AI agent to reference the /skills folder
# Ensure your agent has read/write access to this directory
Once configured, you can trigger specific workflows using the included command set such as /spf-plan and /spf-execute.
Superpower with Files Data Schema & Taxonomy
The skill organizes data to minimize clutter while maximizing context retention:
| Data Component | Format | Purpose |
|---|---|---|
/skills |
.md files | Contains logic for the 15 productivity and execution skills. |
| AI Logs | Markdown | Persistent Manus-style logs that serve as the agent memory. |
| Implementation Plans | Markdown | Detailed task breakdowns and checklists. |
| Workspace Logs | Directory | A centralized route for all AI-generated files to prevent root folder clutter. |
Superpower with Files Advanced Features
- Support for dispatching parallel agents and subagent-driven patterns for complex scaling.
- Integrated Git worktree support for managing multiple feature branches simultaneously.
- Automated PR review workflows including both requesting and receiving feedback loops.
- Extensible skill architecture allowing developers to write and add new Openclaw Skills to the existing framework.
SKILL.md
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