A lightweight rules engine/decision tree
Verdict rule composition with nesting
Evidence-driven repo intelligence: DORA metrics, forensic signals, vulnerability scan, and delivery verdict for any GitHub repo. One command, no setup.
Policy DSL + Guard verdict builders (allow / constrain / require_approval / block / halt).
OpenAPI client for @dimrev4/pixel-verdict-sdk
Multi-LLM code review pipeline — parallel reviewers, structured debate, consensus verdict
Shared terminal UI primitives for OpenA2A CLIs (score meter, trust level legend, verdict colors, observations + verdict block, analyst-render, check block, check rich-block (skill+mcp), not-found block, next-steps, version-line, telemetry-command)
Programmatic SEO linter CLI — SpamBrain-proof your pSEO before you publish. v0.4 verdict ladder (ready/caution/concerning/critical) + auto site classification.
OpenAPI client for @dimrev4/pixel-verdict-v2-sdk
Tool activity vs downstream state at verify: SQL, HTTP, vectors, documents, S3 objects—deterministic verdict artifacts (verification-state-stores.md).
AI-powered URL safety validator MCP server. SAFE/SUSPICIOUS/DANGEROUS verdict for agents.
CleanLibrary JavaScript/TypeScript SDK — verdict + remediation + contract enforcement (envelope schema lockfile + canonical reason-codes).
CLI test reporter: pretty live TUI for devs (`run`) + a headless, deterministic, agent-friendly verdict (`check`).
Programmatic SEO audit engine — 32 rules across 4 categories (integrity, discoverability, citation, data) for SpamBrain risk + AI Overview citability. v0.4 verdict ladder + site classifier.
The mandatory run/seed/verdict contract for Caputchin server-validated game replay
Vibecheck CLI - Ship with confidence. One verdict: SHIP | WARN | BLOCK.
AI-powered verdict on whether to install an npm package
Trufo's policy and verdict engine on top of c2pa-rs. Powers verify.trufo.ai.
Evaluate the fairness of a coin swap on Numista — prices, rarity, grades and verdict
The reusable Stripe-webhook → saacms-Collection seam. Productionises the commerce-bridge spike's GO verdict (`docs/spikes/commerce-bridge.md`) as a host-mountable handler.
Contracts, run/verdict types, and shared primitives (scaffold).
Token-efficient browser CLI for AI coding agents. Persistent headless Chromium with ARIA refs, CSS inspection, auth profiles, and 50+ commands. ~50-100 tokens per call vs ~1500 for MCP tools.
Lightweight pre-commit safety gate for AI agents. Answers 'is this change safe?' with PASS/WARN/BLOCK verdict in seconds. Zero setup, no database.
Multi-LLM code review pipeline — parallel reviewers, structured debate, consensus verdict
A formally-verified X.509 certificate validator
A small, auditable, deterministic budget accounting kernel with zero heap allocation on the hot path.
Fast CSV data validation for CI/CD pipelines. Schema-driven rules, structured output, non-zero exit on failure.
Developer productivity analytics — git commit collection, classification, and reporting
AGI/4 specification and reference runner
CLI for skill-veil behavioral analysis
Core library for skill-veil behavioral analysis
High-performance data validation engine for tabular data
Pure verdict logic for AGI/4 attestation
A prior-art search for your code ideas — has this dev tool already been shipped?
CLI for scanning EC2 instances, estimating cost, and flagging stale resources
CLI for fallow, Rust-native codebase intelligence for TypeScript and JavaScript
Shopify Experiments classes
A gem to define and evaluate business rules with priorities and explainable results.
Simple gem to get the verdict of files from G Data
Gem minitest_log uses Minitest, adding structured logging, data explication, and verdicts.
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