A collection of 177 validated scientific skills for AI agents, covering biology, chemistry, medicine, and data analysis, plus 100+ scientific database references.
An autonomous agent that profiles, optimizes, and validates AI training code.
Validated JSON extraction with confidence scores from messy construction change orders (text and PDF)
A production-grade, high-efficiency Agentic RL framework for frontier LLMs with validated recipes.
Local Laya typed decisions on Apple Core ML and Neural Engine. Validated ports, ~5 ms short decisions on M3 Max, reproducible speed and energy benchmarks.
Self-hosting ChatGPT/Codex Plugin autopilot β copy-in, repo-owned. Converts agentic repos into validated, deterministically packaged Plugins.
GitLab CI lint integer-overflow RCE PoC for CVE-2026-97229, validated against the official 19.4.1 CE amd64 image
Detect and validate 500+ types of hardcoded secrets with advanced checks. Use it as a pre-commit hook, GitHub Action, or CLI for proactive secret detection and security.
Transform unstructured documents into validated, rich and queryable knowledge graphs.
Python toolkit, MCP server, and agent skills for reproducible, auditable clickstream and event log analytics. Helps AI agents, data scientists and analysts build, validate, and cross-check product analytics, quantitative UX, customer journeys, graph-based user flows, behavioral segmentation, A/B tests, process mining models, Markov chain simulation
Data management framework for Python that provides functionality to describe, extract, validate, and transform tabular data
TimeCopilot: the GenAI Forecasting Agent. Built on LLMs and Time Series Foundation Models, it lets you forecast, cross-validate, and detect anomalies using multiple foundation models through a single API. From finance and energy to web analytics, TimeCopilot turns natural-language queries into production-ready forecasts.
Orchestrate Certbot and Lexicon together to provide Let's Encrypt TLS certificates validated by DNS challenges
A tool that validates academic paper references
Python CLI toolkit for payment QA: generate and validate synthetic Luhn-valid card numbers by brand, BIN, or custom pattern. Supports Visa, Mastercard, Amex, Discover and more, plus BIN/IIN lookup, expiry/CVV checks, bulk validation, masking, and TXT/CSV/JSON export. Offline and cross-platform.
Open-source local implementation of MiniMax H3 Context-IR. Turn simple prompts into structured, validated H3 video briefs.
OpenTelemetry plugins for every coding agent, in the Agent Plugins format β a marketplace that runs itself: open an issue, the repository validates, reviews, lists and follows your plugin.
MLX (Apple Silicon) port of MiniMax-H3 β 33B joint video+audio diffusion. Validated against the diffusers reference; AdaLN precompute drops 13B at inference.
Validate, format, minify, and compare JSON with a clean desktop interface or CLI. Built with Python, featuring syntax highlighting and helpful error messages. Fully localβno uploads or third-party dependencies.
Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 190,000+ scientists worldwide. 165 ready-to-use validated skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.
Institutional-grade market data infrastructure: converts noisy, multi-venue exchange feeds into a validated, sub-microsecond canonical stream with cryptographic auditability and zero silent drops.
Vertical STEM explainer videos, built from a validated spec instead of generated animation code
Fastest validated sglang recipe for Qwen3.8-27B (AWQ-INT4 + DSpark) on RTX 3090s β 1Γ/2Γ/4Γ GPU presets, image+video, full benchmarks
Validated GLM-5.3 Flash recipe for 2x NVIDIA RTX PRO 6000 Blackwell 96GB: 262K context, EXL3/TR3, adaptive MTP, tools, and vision.
Independent Jumper geometry recovery and assembly references: STL, faceted STEP, Blender exploded views, and pilot-fit 3MF. Physical replica not yet validated.
Measure your speakers with a microphone and generate a validated, protective parametric calibration for the Omarchy bar.
Create, refactor, audit, migrate, and validate Codex agent skills
An Android security research lab for analyzing client trust boundaries, insecure local state, exported components, and runtime integrity controls. Includes a purpose-built vulnerable app, static APK checks, Frida instrumentation, reproducible findings, and validated remediations.
Enables the ComfyUI MiniMax H3 reference-to-video workflow to use a stronger FL2VA model and validated Ref2VA tensor-overlay modes to unlock MiniMax H3 capabilities.
Thermodynamic analysis for open quantum systems. Define a cycle as a sequence of strokes; get heat, work, entropy production, COP, and trajectory-resolved distributions. Validated against analytic limits. Built on numpy/scipy.
A standardised malware analysis report template with a JSON Schema and Markdown format mapped to MITRE ATT&CK. Validate, share and compare reports consistently. Part of ThreatBytes.
A tiered-memory system design for workloads that don't fit in RAM: measure the working set, pin the hot tier, stream the cold tier from flash. Ships the residency calculator, measurement harnesses, and the build recipes behind it. Predictions validated against public benchmarks.
Validates Goose recipe files for schema errors, missing parameters/defaults, invalid requirements, extension configuration issues, and template mismatches. Understands YAML block scalars and Jinja-style {% for %} / {% set %} locals to minimize false positives.
goose-recipe-graph maps and validates sub_recipe dependencies across a whole recipe library, catching broken references, cycles, and mismatched parameter values. It renders the graph as Mermaid and grades A-F for CI, one level up from recipe-lint which checks a single file.
Lightweight AI red teaming harness for authorized agent / GenAI challenges (BCTF Agent Plusβstyle): schedule, bounded recon, validate, digest.
Evidence-governed security compliance verification framework for IoT products, initially validated for ETSI TS 103 701 / EN 303 645. Connects test orchestration, traffic intelligence, traceable evidence, and independent review.
Qwen3.8-27B EXL3 (4.00 bpw) + DFlash2 speculative decoding for ExLlamaV3, validated at 262k context on a 24 GB RTX 3090