verification-loop

AGI-oriented, hallucination-resistant AI coding runtime grounded in evidence, tools, memory, agents, and verification.

LLM Knowledge Management • Wiki-grounded verification • RFC-based documentation • Best practices automation • AI-native engineering

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VeriClaw 爪印: Apple-native AI agent correction and OpenClaw companion workflow for LLM supervision, hallucination remediation, and role-drift diagnosis.

AI Task Orchestrator • Parallel execution • TDD/PDCA/Reflexion loops • Methodology-grounded • Test quality audit • Merge gate verification

An automated, search-grounded agent pipeline that audits 100 SaaS APIs across 10 categories to evaluate auth standards, developer gating protocols, and agent toolkit buildability. Includes an interactive case-study dashboard compiled into a portable, single-page UI.

A dashboard watching itself being built - every feature shipped by a maker-checker loop (Claude + Codex + TestSprite), rendered as the app itself. TestSprite S3 hackathon.

Model-agnostic platform for verifiable agentic software delivery: workflows, traceability, evidence-native testing, agent evals, and verify-before-done loops.