Forge
CheckedAutonomous quality engineering swarm that forges production-ready code through continuous behavioral verification, exhaustive E2E testing, and self-healing fix loops. Combines DDD+ADR+TDD methodology with BDD/Gherkin specifications, 7 quality gates, defect prediction, chaos testing, and cross-context dependency awareness. Architecture-agnostic - works with monoliths, microservices, modular monoliths, and any bounded-context topology.
Install on your platform
Showing OpenClaw.
- 1
Run this in your terminal
terminal$ openclaw skills install Forge
What we know about this skill
Publisher
ikennaokpala
Taken from the source listing. We haven't verified who controls this account.
Install target
Pinned to aee73507
Installs fetch a stored snapshot of that commit, so the code can't change after the fact.
Automated safety checks
This skill passed all 6 checks. We read its files at one commit and looked for the things that make a skill dangerous to run — not for whether it works.
Declares what it does: passed
SKILL.md parses and declares a name and a description.
SKILL.md exists, its frontmatter parses, and it declares a name and a description.
No undeclared network calls: passed
Makes no network calls.
Every host the skill dials — from its scripts, its config endpoints or the commands it tells the agent to run — is either well-known package and API infrastructure or declared in its own frontmatter. Links in documentation are not counted.
No obfuscated payloads: passed
No encoded or obfuscated payloads.
No base64, hex or compressed blob is decoded and then executed, and no encoded shell commands.
No credential access: passed
Reads no keys, tokens, keychains or credential files.
Neither the code nor the SKILL.md instructions read SSH keys, cloud credentials, keychains, token stores, browser cookie databases or dotfiles that hold secrets.
No pipe-to-shell installers: passed
No pipe-to-shell or download-and-run installers.
No `curl … | sh` pattern, in the code or in the instructions, that runs code fetched at run time.
Pinned to a commit: passed
Scanned ikennaokpala/forge at 7a1f472263.
The exact upstream commit SHA that was scanned is recorded, so the result refers to specific bytes.
- Commit
- 7a1f472263
- Manifest
- SKILL.md
- Scanned
- 6 files, 2,969 lines
About this skill
What it does
Forge is an autonomous behavioral validation swarm skill for Claude Code that uses Gherkin specifications as the single source of truth. It employs eight specialized agents working in parallel to continuously verify, test, fix, and commit code until all Gherkin scenarios pass and seven behavioral validation gates (Functional, Behavioral, Coverage, Security, Accessibility, Resilience, Contract) are cleared. Forge leverages confidence-tiered fix patterns and defect prediction based on historical data for automated bug resolution.
When to use it
- Automated Regression Testing: Ensure new code changes don't break existing functionality by automatically retesting all scenarios after each commit.
- Behavioral Validation in Microservices Architectures: Verify interactions between multiple services without manual integration testing.
- Security and Accessibility Audits: Continuously validate security and accessibility requirements as part of the development process.
- Monorepo Testing: Streamline testing across a large codebase with shared types and cross-cutting validation.
Key capabilities
- 8 specialized agents working in parallel
- Gherkin behavioral specifications
- 7 behavioral validation gates (Functional, Behavioral, Coverage, Security, Accessibility, Resilience, Contract)
- Confidence-tiered fix patterns (Platinum/Gold/Silver/Bronze)
- Defect prediction
- Chaos/resilience testing
- Visual regression testing
- External-only mocking
Example prompts
- "Forge, run all Gherkin scenarios and report any failures."
- "Forge, focus on the 'Security' validation gate for the payment processing module."
- “Forge, perform mutation testing on the user authentication component.”
Tips & gotchas
Forge is designed for Claude Code. Ensure you have a compatible environment set up before attempting to use it. The system relies heavily on Gherkin specifications; ensure these are well-defined and accurate for optimal results.