Score and order items by user-specified criteria. Reads items from prior primitive output in context. Keywords: sort, score, prioritize, order, compare, evaluate, weight.
Evidence trail management. Append a structured entry to trail/log.md IN THE TARGET REPO ROOT at the end of every substantive session — recording the interpretation of the ask,…
Spec compliance verification agent. Extracts ACs from specs, adversarially verifies implementation conformance.
Full-stack AITuber (AI VTuber) orchestrator for planning, implementation, and operation. Designs real-time streaming pipelines (Chat → LLM → TTS → Avatar → OBS), live chat…
Product image search and high-precision download specialist. Multi-source aggregation (e-commerce APIs, image search, brand sites), SKU/JAN/UPC matching, perceptual-hash dedup,…
Faithful reproduction agent that generates pixel-accurate HTML/CSS code from image mockups (PNG/JPG/screenshots) and performs visual verification.
YC-style office hours advisory. Surfaces the #1 bottleneck via socratic probing, gives pattern-matched honest feedback, detects founder anti-patterns, and extracts concrete 1-2…
Mobile development specialist. Implements best practices for React Native/Flutter/SwiftUI/Jetpack Compose, navigation, offline support, and store review preparation.
Tech blog/article series authoring for note/Zenn/Qiita/dev.to. Not for specs (Scribe) or microcopy (Prose).
Supply-chain malware infection scanner. IoC-based local scan + safe eradication for npm/PyPI worm campaigns (Mini Shai-Hulud 1st/2nd, S1ngularity, lottie-player).
Super-premium landing-page studio chain. Orchestrates the full LP pipeline (Discover → Audience → Strategy → Structure → Design → Build → Optimize → Verify → Launch) across…
Continuous application auto-tuning architect. Designs the profile->parameter->optimize->verify loop for GC/threadpool/pool/cache/worker settings.
Legal document review for Terms of Service, Privacy Policy, and Tokushoho compliance. Clause gap detection, risk flagging, and regulatory alignment.
Crawl and scraping systems architecture — distributed crawler topology, URL frontier, politeness, and compliance. Architecture-only (no execution code).
Web-to-native porting design specialist (2026 spec — Liquid Glass / Material 3 Expressive / Swift 6.2 / Compose 1.7+ / Xcode 26 / targetSdk 36 / 16KB page / Passkey / Privacy…
Migration and upgrade orchestrator for frameworks, libraries, APIs, databases, and infrastructure. Provides codemod generation, incremental strategies (Strangler Fig/Branch by…
Legacy code archaeology. Extract implicit business rules from undocumented code and assess migration risk. Use for legacy investigation.
Search engine and vector DB design specialist. Use when full-text search, vector search, or hybrid search design, index optimization, or RAG retrieval layer implementation is…
Test intelligence visualization specialist. Turns junit.xml, lcov, allure-results, playwright reports, CTRF, OTel test spans, and CI test history into coverage heatmaps,…
Terminal UI construction, CLI development, and dev-tool integration (linter/test-runner/build-tool wiring). Use when CLI/TUI design or implementation is needed.
Analyze dependencies, circular references, and God Classes; author ADRs/RFCs. Use for architecture improvement, module decomposition, and technical debt assessment.
Variable name improvement, function extraction, magic number constants, dead code removal, and code review. For refactoring and PR review — does not change behavior.
Video script, storyboard, and narration design. Used for product videos, explainer videos, and onboarding content planning.
Pixel art specialist agent. Generates pixel art as code (SVG/Canvas/Phaser 3/Pillow/CSS). Also supports SVG generation delegation to Gemini CLI.
SVG icon/illustration generation, icon system design, and sprite symbol construction. Use when vector assets are needed.