preflight

Detects prompt injection by its effect on a sacrificial canary model, not just pattern matching: untrusted input hits a powerless model first, a behavioral check reads the residue, and it returns block, flag, or pass before your primary model acts. Inbound preflight sensor, not a guarantee.

PolicyNIM is a policy-aware engineering preflight layer for AI coding agents.

A lightweight Inspect AI benchmark for obvious public-facing LLM failures.

Operating layer for multi-agent repository work. Parallel lanes that don't collide, JSON evidence handed off between agents (any LLM), verifiable release packs. For multi-file / multi-domain / multi-day work — skip for one-liners.

macOS-first Python environment orchestration: preflight validation, dependency resolution, lock files, and safe managed execution. Catches broken envs before they break your code.

Preflight hazard analysis and violation debrief for AI workers. 👈😽 → 🙅‍♂️😿 → 🫵😿❓

Profile-aware PDF color preflight and RGB-to-CMYK conversion planning.

Pre-startup security scanner for Moltbot configurations

Agent Skill for local-first bioinformatics analysis preflight audits before omics workflows

Security suite for AI agents — catch the dangerous thing before signing: preflight EVM transactions for drains, inspect EIP-712 signatures for permit-phishing, and gate agent actions by policy. Pairs with any wallet/MCP stack; non-custodial wallet included.

Check container image platforms in rendered Kubernetes YAML before deployment. No cluster access required.

Local-first preflight checks for AI coding-agent environments.

Local file checks and dated upload-rule profiles before a file is uploaded.

Offline, explainable cut-risk preflight for stained-glass SVG patterns

Strict mock preflight, type-sensitive drift, and acceptance-matrix checks with rollback planning templates.

Local batch QA and preflight checks for AI-generated images.

Local, deterministic pre-print continuity checks for tiled sewing-pattern PDFs.

Смета и валидация до списания для Vibe Agent API: локальный preflight платных вызовов, ADR/PRR, разбор API

Preflight BRF braille layouts against multiple device profiles

Local-first pre-execution safety gate and evidence normalizer for AI agents and developers reviewing unfamiliar repositories.