A comprehensive 6-phase engineering pipeline that transforms AI agents from scattered prompt-followers into disciplined software engineers.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install sharpagent-engineering-lifecycle
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 sharpagent-engineering-lifecycle 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 SharpAgent Engineering Lifecycle?
The SharpAgent Engineering Lifecycle is a robust framework designed to instill professional engineering discipline into AI coding agents. Moving beyond simple code generation, this skill enforces a structured 6-phase pipeline—Spec, Plan, Build, Verify, Review, and Ship—ensuring that every line of code is intentional, tested, and secure. By utilizing Openclaw Skills, developers can implement high-level rigors such as five-factor review, calibration frameworks, and anti-rationalization mechanisms.
At its core, this skill acts as the operational brain for an agent, mandating the surfacing of assumptions and the management of confusion before any logic is written. It is inspired by industry-leading engineering standards and is tailored for Openclaw Skills to provide a seamless, end-to-end development journey from initial fuzzy concepts to safe production deployment.
SharpAgent Engineering Lifecycle Use Cases
- Standardizing AI development workflows across complex, multi-agent engineering teams.
- Enforcing high-quality code standards and architectural consistency in automated builds.
- Implementing rigorous security scans and five-factor assumption verification for mission-critical software.
- Managing technical debt and scope creep by restricting agents to specific task boundaries.
How SharpAgent Engineering Lifecycle Works
- SPEC Phase: The agent refines ideas, drafts a Specification Document (PRD), and performs a Five-Factor Review on all core assumptions.
- PLAN Phase: High-level specs are decomposed into independently verifiable tasks with clear acceptance criteria and dependency mapping.
- BUILD Phase: The agent executes incremental coding using thin-slices, automated TDD cycles, and adversarial anti-self-deception checks.
- VERIFY Phase: A multi-tier testing suite is executed, including unit, integration, E2E, and OWASP-aligned security scans.
- REVIEW Phase: The code undergoes a five-axis check covering quality, architecture, performance, security, and documentation.
- SHIP Phase: Deployment is managed via pre-launch checklists, progressive rollouts (canary/blue-green), and post-launch retrospectives.
SharpAgent Engineering Lifecycle Setup
To integrate this lifecycle into your environment, ensure your agent has access to the local file system and your task description is ready. Use the following structure to initialize the Openclaw Skills environment:
# Initialize the SharpAgent Engineering Lifecycle
openclaw install sharpagent-engineering-lifecycle
# Set the calibration mode (professional or deep)
openclaw configure --mode professional
SharpAgent Engineering Lifecycle Data Schema & Taxonomy
The skill maintains a structured taxonomy of files throughout the lifecycle to ensure auditability and clarity:
| File Type | Description | Phase |
|---|---|---|
spec.md |
Contains PRD, architecture goals, and five-factor review logs. | SPEC |
tasks.md |
A DAG-ordered list of tasks with acceptance criteria. | PLAN |
test_report.md |
Results of unit, integration, and security scans. | VERIFY |
review_report.md |
Five-axis quality gate assessment and approval status. | REVIEW |
release_notes.md |
Summary of changes, rollback plans, and postmortems. | SHIP |
SharpAgent Engineering Lifecycle Advanced Features
- Five-Factor Verification: A logic-driven auditing system that checks sources, logic, compliance, bias, and cross-consistency.
- Anti-Self-Deception Mechanism: Mandatory adversarial reviews where the agent critiques its own code for missed edge cases.
- Calibration Framework: Supports multiple operation modes, including 'Deep' for thorough analysis and 'Professional' for standard output.
- Integrated Content Safety: Automated security scans that leverage content safety engines and OWASP Top 10 checklists.
SKILL.md
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