ci-gate

An API contract consumer-impact analyzer that treats every version bump like a seismic event. Go CLI + TypeScript viewer, deterministic reports, CI exit-code gate.

AI run variance and reproducibility analyzer - answer stability, route consistency and timing variance in one deterministic report.

Human-centered frontend quality gate and theory-based UX audit skill with measurable fast-gate checks, weighted scoring, and CI strict mode.

A model-agnostic record/replay reliability gate for tool-using agents — scores Determinism and Faithfulness as two independent, CI-gateable axes.

v0.2.0. Fail-closed evaluation harness for government-facing chat systems: reproducible, provenance-stamped audit verdicts, byte-identical across Python 3.11 to 3.14, with no third-party dependencies. A silent or unreadable target scores zero rather than passing by absence. Two public projects of my own pin it by exact commit.

pip install gauntlet-evals · v0.1.0. Merge-blocking evaluation gates for generative AI features: YAML suites run against any HTTP endpoint or Python callable, fail the build on a miss, and emit both a diffable JSON pack and a reviewer document cross-referenced to California's published GenAI risk framework. Aligned to, never approved by.

Complete security framework for AI Agents, MCP Servers, and RAG pipelines. Features automated MCP fuzzing, cross-agent poisoning detection, persistent memory audits, unified risk scoring, and CI/CD security gates.

Field-level evaluation and release gate for LLM document extraction: exact golden set, per-field precision/recall, CI gate that blocks regressions

LLM evaluation harness that gates quality in CI: golden datasets, regression detection, grounding and faithfulness checks.

CLI launch-readiness validator for product, marketing, sales and operations specifications. Scores a spec against a token map and can gate CI.

Agent and LLM evaluation harness: golden datasets, multi-scorer execution, regression detection across model versions, cost-quality leaderboards, and CI gates for model promotion.

Self-hosted accuracy evals + correction loop for document extraction. Bring your own model.

Prove whether an Arm binary can actually use the chip's matrix hardware. Static ISA verifier + CI gate for AArch64 AI runtimes (SME/SME2, i8mm, dotprod).

SiteOne Crawler: Crawler/analyzer для SEO, OpenGraph, headings, redirects, 404, performance, accessibility, security.

A Claude Code skill that brands every deliverable by default — and the gate that refuses any file that is off-brand

強型別 AI 多代理人 SOP 治理 CLI — 將 Markdown 交接編譯為機器可校驗的契約,內建確定性語意防偽 Oracle,在 CI 閘口硬性阻斷偽造的 Vitest 測試 log(exit 1,不寫合規戳記)。終結 AI 代理人偷懶合謀。

A small repository practice for making changes to closed trust surfaces explicit in tests and review.

Spec decidability gate for GenLayer: finds inputs that split validators and publishes receipt-backed reports.

GitHub Action that gates a workflow on Slack approval - threaded or standalone, with multi-approver, self-approval guard, and timeout.

Bootstrap and enforce enterprise repo hygiene in any codebase, from one command.