Verification-gated skill routing and self-improvement harness for Hermes-style agent skills
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Updated
Jul 21, 2026 - Python
Verification-gated skill routing and self-improvement harness for Hermes-style agent skills
The deterministic merge gate for AI-generated agent capability changes — a local-first, static Tool-Use Readiness review for MCP, OpenAPI, and SDK tool surfaces. Open-source CLI + GitHub Action.
AI-powered release gate for SAP Transport Requests. CLI collects evidence from ADT; SKILL guides LLMs to review code, config, interfaces, and release risk — online or offline.
Deterministic, evidence-backed QA runtime for Codex, Claude Code, and Cursor. Versioned artifact contracts, Playwright browser driver, redacted evidence, reproducible release gates. Never calls an LLM.
Risk-based release gate for CRA (Article 14), NIS2 and DORA compliance with SBOM, KEV correlation, and auditable evidence.
Black-box-first skill suite for manual test design, risk-based prioritization, minimal test case synthesis, and release gate decisions. / ブラックボックス前提で、手動テストの観点出し・リスク優先度付け・最小ケース化・リリースゲート判定まで行う skills
Human-in-the-loop AI release gate: Gemini 3 on Vertex AI reasons over Arize Phoenix telemetry to approve, block, or guardrail a version promotion, with idempotent gated writes. Google Cloud Rapid Agent Hackathon.
Validate, pressure-test, and release-gate SKILL.md packages for OpenAI and portable agent runtimes.
ML release-gate checks for drift, performance regression, latency, and JSON/Markdown deployment reports.
QA Architecture Blueprint — Python/Playwright/Pytest, Docker-first CI Gate Chain, Release-Readiness Governance, Agentic QA Workflow Foundation
Evidence-backed release audits for AI agent harnesses, covering loop correctness, tool safety, context integrity, recovery, and production readiness. 为 AI Agent 运行底座做有证据的上线审查,验证循环、工具、上下文、故障恢复与生产安全。
Policy-checked, approval-aware, idempotent, and replayable AI-agent actions
Audits configured AI agents for task success, tool judgment, authority, truthful completion, memory isolation, recovery, and release readiness using observable evidence.
Portfolio-grade AI evaluation framework for KYC/AML entity screening — Promptfoo matrix, release gate, red-team, offline CI. Synthetic data only.
Release gate for AI storyboard prompt drift, approved frames, camera notes, visual anchors, regression checks, and edit decisions.
ResilOps CICD action for quality gate
Release gate for AI short drama retention memory, character-state continuity, blocker severity, scene handoff, and shipping decisions.
Trace-first release gate for coding-agent skills. Scores baseline vs. candidate traces across a 7-dimension rubric and emits a PASS / HOLD / INVESTIGATE Skill Delta Report.
Deterministic, evidence-bound release gate for AI systems.
Release gate for AI short drama character state continuity, scene dependencies, blocker severity, and handoff decisions.
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