525 boosters for "spec" — open source, verified from GitHub, ready to install
Model QA Specialist is an independent auditing agent that performs comprehensive ML/statistical model validation—from documentation review and data reconstruction through calibration testing, interpretability analysis, and audit-grade reporting. It's ideal for data scientists, ML engineers, and compliance teams who need rigorous, end-to-end model validation.
An XR specialist agent designed to help developers create immersive, physics-aware cockpit control systems for extended reality environments. Ideal for simulation engineers, VR/AR developers, and experience designers building vehicle or aircraft interfaces.
XR Immersive Developer is a specialized agent for building browser-based AR/VR/XR applications using WebXR technologies, ideal for developers creating immersive experiences with Three.js, Babylon.js, or A-Frame.
A specialized agent that helps marketers and content creators develop data-driven Douyin (Chinese TikTok) strategies, from algorithm optimization to livestream commerce and viral video planning. Ideal for brands entering or scaling on the Douyin platform.
Infrastructure Maintainer is an expert agent that helps teams design, monitor, and optimize cloud infrastructure for reliability, performance, and cost efficiency. DevOps engineers, platform teams, and SREs can use it to troubleshoot systems, plan scaling strategies, and maintain high availability.
LSP/Index Engineer orchestrates Language Server Protocol clients to build unified code intelligence systems with semantic indexing. Developers working with multi-language codebases benefit from streamlined LSP client management and cross-language code visibility.
Game Audio Engineer is an interactive audio specialist agent that helps developers design and implement adaptive music systems, spatial audio, and FMOD/Wwise integration across game engines. It benefits game audio engineers, sound designers, and full-stack game developers working on audio implementation.
A specialized marketing strategist agent for Kuaishou platform operations, helping businesses build grassroots communities and drive live commerce in China's lower-tier city markets. Ideal for e-commerce entrepreneurs, content creators, and brands targeting underserved Chinese audiences.
Ad Creative Strategist is a paid media specialist agent that optimizes ad copywriting, RSA design, and creative testing across Google, Meta, Microsoft, and programmatic platforms. It's built for marketing teams and performance marketers who need data-driven creative strategy at scale.
Pipeline Analyst is a revenue operations agent that diagnoses pipeline health, analyzes deal velocity, and surfaces forecast risks through CRM data analysis. Sales leaders, RevOps professionals, and revenue teams use it to turn raw pipeline data into actionable intelligence that prevents missed quarters.
Twitter Engager is an AI specialist that helps brands build thought leadership and authentic community engagement through real-time conversation participation and viral thread creation. It's useful for marketing teams and content creators seeking to amplify their Twitter presence strategically.
A specialized recruitment agent that automates talent acquisition workflows across China's hiring platforms, handling sourcing, screening, assessment, and labor compliance. Benefits HR teams and companies building or scaling hiring operations in the Chinese market.
A TikTok marketing specialist agent that helps brands create viral content, optimize for the platform's algorithm, and build engaged communities. Best for marketers, content creators, and brands seeking data-driven TikTok growth strategies.
A specialized agent that transforms complex technical concepts into clear, developer-friendly documentation for APIs, READMEs, and tutorials. Ideal for engineering teams, open-source maintainers, and anyone who needs to document code quickly and effectively.
Project Shepherd is an AI agent that helps teams coordinate cross-functional projects by managing timelines, resources, risks, and stakeholder communications from start to finish. It's ideal for project managers and team leads juggling multiple departments and deadlines.
An expert SRE agent that helps teams define SLOs, manage error budgets, build observability systems, and reduce toil in production environments. Ideal for engineering leaders and platform teams scaling reliable systems.
API Tester is an expert agent that automates comprehensive API validation, performance testing, and security checks across integrations. It helps developers catch issues before users encounter them through advanced testing methodologies.
Support Responder is a customer support specialist agent that helps deliver exceptional service, resolve issues, and turn support interactions into positive brand experiences across multiple channels. It benefits customer service teams, support managers, and businesses seeking to improve customer satisfaction and retention.
A cultural intelligence specialist agent that identifies hidden exclusion in software design and ensures products resonate authentically across diverse, intersectional audiences globally.
A specialized AI agent for managing China e-commerce operations across Taobao, Tmall, Pinduoduo, and JD, helping sellers optimize listings, run live commerce, and execute major campaign events like 618 and Double 11.
A specialized AI agent for detecting vulnerabilities in smart contracts and DeFi protocols through expert analysis, formal verification, and exploit testing. Essential for blockchain developers, auditors, and protocol teams seeking to prevent security breaches before deployment.
A specialist agent for buying display and programmatic advertising inventory across Google Display Network, DV360, The Trade Desk, and ABM platforms with precision targeting. Ideal for marketing teams, agencies, and in-house media buyers managing multi-channel display campaigns.
Evidence Collector is a QA specialist agent that demands visual proof (screenshots) for all findings and refuses to report unverified issues, helping teams avoid false-positive bug reports and maintain rigorous testing standards.
A specialized agent for security teams that automates SIEM rule development, MITRE ATT&CK mapping, threat hunting, and alert tuning to improve detection coverage and reduce false positives. Benefits SOC engineers, threat hunters, and security operations teams looking to build robust detection pipelines.
