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.
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.
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
Risk-based release gate for CRA (Article 14), NIS2 and DORA compliance with SBOM, KEV correlation, and auditable evidence.
Validate, pressure-test, and release-gate SKILL.md packages for OpenAI and portable agent runtimes.
Evidence-backed release review for AI agent harnesses.
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
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.
ResilOps CICD action for quality gate
Release gate for AI short drama retention memory, character-state continuity, blocker severity, scene handoff, and shipping decisions.
Release gate for AI storyboard prompt drift, approved frames, camera notes, visual anchors, regression checks, and edit decisions.
Portfolio-grade AI evaluation framework for KYC/AML entity screening — Promptfoo matrix, release gate, red-team, offline CI. Synthetic data only.
[DO NOT DELETE] Load-bearing CI fixture for AgentV's release contract eval — gate pins a commit before npm latest publish. Do not delete/archive/make private/rewrite history.
Release gate for AI short drama character state continuity, scene dependencies, blocker severity, and handoff decisions.
PreFlight — Agent Service Release Gate
Release gate for vertical drama script readability, opening conflict, mobile framing, payoff clarity, and episode handoff.
Deterministic release evidence gate with a token-free GitHub Action, GPT-5.6 explanations, and Codex-ready repair briefs.
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