forgeForge-agnostic git-host driver contract. Lets code-workflow / github-flow / harness pipelines run independent of the underlying git forge (GitHub, GitLab, Gitea) through a normalized driver interface + a `--forge=<github|gitlab|gitea>` dispatch idiom with git-remote auto-detection (github fallback). Use when: designing or reasoning about forge-portable PR/MR/issue/merge operations, adding a new forge adapter, deciding how a pipeline should degrade when a forge lacks a capability (PR↔PR dependency, sub-issues, Copilot review), or normalizing repo visibility (PUBLIC/INTERNAL/PRIVATE) and reference formats (`#N` vs MR `!N`) across hosts. Triggers: "forge", "forge-agnostic", "--forge", "forge driver", "gitlab", "gitea", "glab", "tea", "MR", "capability flag", "adapter".
Install via ClawdBot CLI:
clawdbot install ikennaokpala/forgeGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://github.com/proffesor-for-testing/agentic-qeAudited Apr 17, 2026 · audit v1.0
Generated Mar 1, 2026
A retail company migrating from a monolithic to microservices architecture uses Forge to ensure all user journeys, from browsing to checkout, remain functional. Forge's architecture adaptability and real API testing validate each service independently and their interactions, preventing regression during the transition.
A financial technology startup employs Forge to rigorously test payment processing and identity verification services without mocking. The skill's continuous behavioral verification and quality gates ensure compliance with regulatory standards by catching serialization and validation issues in real-time.
A hospital network integrates multiple modular monoliths for patient records and appointment scheduling. Forge discovers the project structure and runs exhaustive E2E tests to verify data flows and dependencies, ensuring patient safety and system reliability across contexts.
A transportation company building a mobile app with a backend API uses Forge to test the full stack, including real-time location and payment services. The autonomous fix loop and chaos testing help identify and resolve integration bugs before deployment, enhancing user experience.
An educational technology firm with a monorepo structure leverages Forge to test multiple apps and packages simultaneously. The skill's project discovery and dependency awareness ensure that updates to one module do not break others, supporting rapid scaling and feature additions.
Offer Forge as a cloud-based service with tiered pricing based on usage, such as test runs or project size. This model provides recurring revenue and scalability, appealing to startups and enterprises seeking automated quality engineering without upfront infrastructure costs.
Sell perpetual licenses or annual contracts to large organizations for on-premises deployment. This model includes customization, support, and training services, generating high-value deals and long-term partnerships in regulated industries like finance and healthcare.
Provide professional services to help companies integrate Forge into their development workflows, including architecture analysis and custom configuration. This model leverages expertise to drive adoption and can be combined with subscription or licensing for added revenue streams.
💬 Integration Tip
Start by running Forge's project discovery to auto-generate a configuration, then review and adjust the forge.config.yaml as needed to align with your specific architecture and testing requirements.
Scored Apr 19, 2026
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