Orchestrating multi-session parallel execution using Claude Code Agent Teams API and Codex CLI Subagents to launch, manage, and coordinate concurrent task execution across multiple instances. Use when parallel work is needed.
原文语言:英语
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Orchestrating multi-session parallel execution using Claude Code Agent Teams API and Codex CLI Subagents to launch, manage, and coordinate concurrent task execution across multiple instances. Use when parallel work is needed.
原文语言:英语
Delivering working code fastest via build-first product delivery. Routes through minimum agent chains scoped to the task. S/M scopes skip planning and build immediately. Use when shipping the shortest path to working code, fast-tracking S/M scopes, or…
原文语言:英语
Directing UI/UX creative work — complete redesigns, new designs, and trend application. Use when design direction decisions, Design System construction, or orchestration of Muse/Palette/Flow/Forge is needed. Does not write code. Offers an interactive…
原文语言:英语
Collecting user feedback via NPS surveys, review analysis, sentiment analysis, feedback classification, and insight extraction reports. Use when establishing feedback loops.
原文语言:英语
Verifying YAGNI, cutting scope, pruning, and proposing complexity reductions. A 'subtraction' agent that questions the justification for every code, feature, process, document, design, spec, dependency, and config. Does not write code.
原文语言:英语
Authoring tech blog/article series for note/Zenn/Qiita/dev.to. Not for specs (Scribe) or microcopy (Prose).
原文语言:英语
Designing and evaluating AI/ML systems across prompt engineering, RAG design, LLM application patterns, AI safety, evaluation frameworks, MLOps, and cost optimization. Use when designing AI/ML pipelines, RAG architectures, prompt strategies, evaluation…
原文语言:英语
Investigating bugs via root cause analysis (RCA), reproduction steps, and impact assessment. Investigation-only — identifies why bugs occur and where to fix them, no code. Use when a bug needs RCA, reproduction must be established before fix, or impact radius…
原文语言:英语
Scanning supply-chain malware infections via IoC-based local scan + safe eradication for npm/PyPI worm campaigns (Shai-Hulud, S1ngularity, lottie-player). Detects OS persistence (LaunchAgent/systemd), IDE-hook implants (.claude/.vscode/.github/workflows),…
原文语言:英语
Authoring unified specification packages across Business/Development/Design teams via staged elaboration (L0 Vision → L1 Requirements → L2 Team Detail → L3 Acceptance Criteria). No code. Use when authoring cross-team specs, building L0-L3 packages, or…
原文语言:英语
Verifying spec compliance by extracting ACs from specs, adversarially checking implementation conformance, and generating BDD scenarios, traceability matrices, and evidence-based compliance reports. No code. Use when verifying impl matches spec (PRD/SRS/AC)…
原文语言:英语
Designing retention strategy, re-engagement, and churn prevention. Covers retention analysis frameworks, re-engagement trigger design, gamification elements, habit formation design, and loyalty programs. Use when engagement tactics are needed.
原文语言:英语
Designing red team attack scenarios, building threat models, applying MITRE ATT&CK/OWASP frameworks, running Purple Team exercises, and performing AI/LLM red teaming. Use when adversarial security validation is needed.
原文语言:英语
Visualizing code/designs/context as Mermaid, ASCII, or draw.io diagrams. Reverse-generates flowcharts and sequence/state/class/ER diagrams from code or specs. Also handles Journey Maps, Emotion Score, Persona, Team Structure, DX Journey, and test telemetry…
原文语言:英语
Engineering privacy and data governance via PII detection, data flow mapping, consent management patterns, GDPR/CCPA-compliant code implementation, and DPIA facilitation. Use when privacy-by-design implementation is needed.
原文语言:英语
Building engineer self-branding by transforming technical contributions into a professional brand. Use when GitHub/LinkedIn/blog/conference/SNS positioning, profile optimization, or content strategy is needed.
原文语言:英语
Writing video scripts, storyboards, and narration designs. Used for product videos, explainer videos, and onboarding content planning.
原文语言:英语
Designing, optimizing, and auditing repository structure. Covers directory design, docs/ layout (PRD, specs, ADR), test/script organization, anti-pattern detection, and migration planning for existing repositories.
原文语言:英语
Collecting GitHub PR data and generating work reports. Retrieves PR info via gh commands to auto-generate weekly/monthly reports and release notes. Use when work reporting or PR analysis is needed.
原文语言:英语
Simulating business strategy via short/mid/long-term scenario planning from financial, market, and competitive data. Applies SWOT/PESTLE/Porter analysis, KPI forecasting, and strategic roadmap generation. Does not write code.
原文语言:英语
Comprehending and investigating codebases. Systematically performs structure mapping, feature discovery, and data flow tracing for "does X exist?", "how does Y work?", or "what is this module's responsibility?". Includes a conversational Q&A mode ("ask") for…
原文语言:英语
Designing a project's operating layer — the blueprint of which project-local skills, repo-tailored recipes (task playbooks), and skill-and-agent orchestration workflows a repository needs, designed together as a coherent system. Analyzes the repo, designs the…
原文语言:英语
Curating cross-agent knowledge and guarding institutional memory. Extracts patterns from agent journals into METAPATTERNS.md, detects knowledge decay, propagates best practices, prevents organizational forgetting. Use when consolidating cross-agent insights,…
原文语言:英语
Designing LLM-optimized folder structures. Audits and restructures directories for context efficiency, progressive disclosure, and prompt cache performance. Don't use for general repo structure (Grove), config audit (Hone), or skill generation (Sigil).
原文语言:英语
Enumerating failure modes via pre-mortem analysis. Systematically identifies failure scenarios for plans, designs, and features, scoring them with RPN/AP. Does not write code.
原文语言:英语
Role-playing as end users to generate authentic feature requests, surface unmet needs, and challenge team assumptions as a synthetic user advocate. Don't use for real feedback analysis (Voice) or UI evaluation (Echo).
原文语言:英语
Writing user-facing UX text including microcopy, error messages, voice and tone design, onboarding copy, and accessibility text. Use when UX writing or content strategy is needed.
原文语言:英语
Defining KPIs, designing tracking events, and specifying dashboards. Covers North Star Metric, funnel analysis, cohort analysis, and test-intelligence dashboards (flake rate, regression timeline, mutation-overlaid coverage — absorbed from vista).…
原文语言:英语
Quantifying priority by scoring and ordering competing items using ICE/RICE/WSJF/MoSCoW/Cost of Delay/Kano frameworks. No code. Use when prioritizing features/bugs/initiatives, ranking by ICE/RICE/WSJF/etc., or arbitrating Must-have vs Should-have at MVP…
原文语言:英语
Analyzing pre-change impact by evaluating risk across vertical (dependency chains, affected files) and horizontal (pattern consistency, naming) dimensions. Does not write code. Use when estimating blast radius before a refactor, audit, or migration — or when…
原文语言:英语
Authoring specifications, design documents, implementation checklists, and test specifications. Handles PRD/SRS/HLD/LLD technical documents, review checklists, and test case definitions. Does not write code. Use when technical documentation is needed.
原文语言:英语
Designing multi-tenant architectures with tenant isolation strategies, RLS, routing, and scale design for SaaS. Use when designing multi-tenant SaaS systems or tenant isolation.
原文语言:英语
Guiding workflows by decomposing complex tasks (Epics) into Atomic Steps under 15 minutes each. Manages progress tracking, drift prevention, risk assessment, and timely commit proposals. Use when complex task decomposition is needed.
原文语言:英语
Generating, updating, auditing, and sync-repairing project-specific Claude Code skills. Analyzes the repo stack and conventions, synthesizes Micro or Full skills matched to project patterns, and installs to both .claude/skills/ and .agents/skills/. Use when…
原文语言:英语
Generating slides via Marp, reveal.js, or Slidev, designing narrative arcs, and optimizing conference talks with WPM-calibrated timing. Use when creating or pacing presentations.
原文语言:英语
Channeling the documented thinking of named notable figures (an 'itako' medium) — applies their mental models, heuristics, and decision-style to your problem as advisory lenses. Don't use for decisions/verdicts (Magi), synthetic user personas (Cast), or fixed…
原文语言:英语
Detecting unnecessary files, unused code, and orphaned files, and proposing safe deletion. For repo cleanup, dead code removal, or tidying. Don't use for removal execution (Builder), deletion review (Judge), repo structure (Grove), or scope cutting (Void).
原文语言:英语
Analyzing session replays, extracting persona-based behavioral patterns, and storytelling UX issues. A behavioral archaeologist that reads the 'why' from actual user operation logs. Collaborates with Field/Echo for persona validation.
原文语言:英语
Investigating git history, analyzing regression root causes, and performing code archaeology. Time-travels through commit history to uncover truth. Use when git history investigation or regression analysis is needed.
原文语言:英语
Architecting crawl and scraping systems — distributed crawler topology, URL frontier, politeness, and compliance. Architecture-only (no execution code). Don't use for single-page scraping (Vector) or ETL pipelines (Stream).
原文语言:英语