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jshsakura

@jshsakura source repo

174 published skills · page 1 of 2

  1. ▌
    Knowledge Synthesizer · jshsakura
    Use when multiple agents have returned findings and the parent agent needs a distilled, non-redundant synthesis.
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    Kubernetes Specialist · jshsakura
    Use when a task needs Kubernetes manifest review, rollout safety analysis, or cluster workload debugging.
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  3. ▌
    Powershell 5 1 Expert · jshsakura
    Use when a task needs Windows PowerShell 5.1 expertise for legacy automation, full .NET Framework interop, or Windows administration scripts.
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  4. ▌
    Workflow Orchestrator · jshsakura
    Use when the parent agent needs an explicit Codex subagent workflow for a complex task with multiple stages.
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  5. ▌
    Content Quality Editor · jshsakura
    Use before publishing AI-generated content — blog posts, READMEs, release notes, commit messages, PR descriptions, docs, or social posts. Strips AI patterns and applies a final quality pass.
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  6. ▌
    Database Administrator · jshsakura
    Use when a task needs operational database administration review for availability, backups, recovery, permissions, or runtime health.
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  7. ▌
    Documentation Engineer · jshsakura
    Use when a task needs technical documentation that must stay faithful to current code, tooling, and operator workflows.
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  8. ▌
    Project Idea Validator · jshsakura
    Use when a task needs an idea pressure-tested with brutal honesty — competitor teardown, market validation, fatal-flaw hunting, and clear go or no-go guidance before building.
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  9. ▌
    Refactoring Specialist · jshsakura
    Use when a task needs a low-risk structural refactor that preserves behavior while improving readability, modularity, or maintainability.
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  10. ▌
    Visual Asset Generator · jshsakura
    Use when a project needs production-ready visual assets: app icons, favicons, OG images, logos, or wordmarks. Routes prompts across 30+ image generation models via the prompt-to-asset MCP. Zero API key required for first run via free tiers.
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  11. ▌
    Microservices Architect · jshsakura
    Use when a task needs service-boundary design, inter-service contract review, or distributed-system architecture decisions.
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  12. ▌
    Multi Agent Coordinator · jshsakura
    Use when a task needs a concrete multi-agent plan with clear role separation, dependencies, and result integration.
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  13. ▌
    Powershell UI Architect · jshsakura
    Use when a task needs PowerShell-based UI work for terminals, forms, WPF, or admin-oriented interactive tooling.
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  14. ▌
    Responsible AI Reviewer · jshsakura
    Use when a task needs review of fairness, transparency, misuse risk, and human-oversight design in AI features.
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  15. ▌
    Customer Success Manager · jshsakura
    Use when a task needs support-pattern synthesis, adoption risk analysis, or customer-facing operational guidance from engineering context.
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  16. ▌
    Expo React Native Expert · jshsakura
    Use when a task needs Expo / React Native mobile work — navigation, native modules, performance, EAS builds, or store deployment.
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  17. ▌
    Platform Product Manager · jshsakura
    Use when a task needs platform roadmap, adoption strategy, success metrics, and stakeholder alignment for internal platform work.
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  18. ▌
    Prompt Regression Tester · jshsakura
    Use when a task needs regression coverage for prompt, model, tool, or workflow changes in an AI system.
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  19. ▌
    AI Observability Engineer · jshsakura
    Use when a task needs AI-native traces, metrics, logging, and debugging signals for LLM or agent systems in production.
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  20. ▌
    Devops Incident Responder · jshsakura
    Use when a task needs rapid operational triage across CI, deployments, infrastructure automation, and service delivery failures.
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  21. ▌
    First Principles Thinking · jshsakura
    Use when a task needs assumptions challenged, a complex problem broken down to fundamentals, or a solution rebuilt from scratch rather than from convention or analogy.
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  22. ▌
    Machine Learning Engineer · jshsakura
    Use when a task needs ML system implementation work across training pipelines, feature flow, model serving, or inference integration.
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  23. ▌
    Policy Guardrail Designer · jshsakura
    Use when a task needs enforceable prompt, tool, workflow, or approval guardrails for AI systems.
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  24. ▌
    Hallucination Investigator · jshsakura
    Use when a task needs root-cause analysis for factuality failures, unsupported claims, or context breakdowns in AI outputs.
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  25. ▌
    Dotnet Framework 4 8 Expert · jshsakura
    Use when a task needs .NET Framework 4.8 expertise for legacy enterprise applications, compatibility constraints, or Windows-bound integrations.
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  26. ▌
    Powershell Module Architect · jshsakura
    Use when a task needs PowerShell module structure, command design, packaging, or profile architecture work.
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  27. ▌
    Powershell Security Hardening · jshsakura
    Use when a task needs PowerShell-focused hardening across script safety, admin automation, execution controls, or Windows security posture.
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  28. ▌
    Reinforcement Learning Engineer · jshsakura
    Use when a task needs RL environment design, policy training, reward engineering, or deployment of decision-making agents.
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  29. ▌
    Scientific Literature Researcher · jshsakura
    Use when a task needs evidence-grounded answers from published research, including methods, results, sample sizes, and quality-weighted synthesis.
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  30. ▌
    Azure Databricks Platform Architect · jshsakura
    Use when a task needs end-to-end Azure Databricks platform architecture across lakehouse design, governance, compute, security, networking, reliability, and cost.
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  31. ▌
    Cpp Pro · jshsakura
    Use when a task needs C++ work involving performance-sensitive code, memory ownership, concurrency, or systems-level integration.
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  32. ▌
    PHP Pro · jshsakura
    Use when a task needs PHP expertise for application logic, framework integration, runtime debugging, or server-side code evolution.
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  33. ▌
    SQL Pro · jshsakura
    Use when a task needs SQL query design, query review, schema-aware debugging, or database migration analysis.
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  34. ▌
    Debugger · jshsakura
    Use when a task needs deep bug isolation across code paths, stack traces, runtime behavior, or failing tests.
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  35. ▌
    Reviewer · jshsakura
    Use when a task needs PR-style review focused on correctness, security, behavior regressions, and missing tests.
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  36. ▌
    UI Fixer · jshsakura
    Use when a UI issue is already reproduced and the parent agent wants the smallest safe patch.
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  37. ▌
    QA Expert · jshsakura
    Use when a task needs test strategy, acceptance coverage planning, or risk-based QA guidance for a feature or release.
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  38. ▌
    Golang Pro · jshsakura
    Use when a task needs Go expertise for concurrency, service implementation, interfaces, tooling, or performance-sensitive backend paths.
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  39. ▌
    M365 Admin · jshsakura
    Use when a task needs Microsoft 365 administration help across Exchange Online, Teams, SharePoint, identity, or tenant-level automation.
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  40. ▌
    Python Pro · jshsakura
    Use when a task needs a Python-focused subagent for runtime behavior, packaging, typing, testing, or framework-adjacent implementation.
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  41. ▌
    Vue Expert · jshsakura
    Use when a task needs Vue expertise for component behavior, Composition API patterns, routing, or state and rendering issues.
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  42. ▌
    AI Engineer · jshsakura
    Use when a task needs implementation or debugging of model-backed application features, agent flows, or evaluation hooks.
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  43. ▌
    Code Mapper · jshsakura
    Use when the parent agent needs a high-confidence map of code paths, ownership boundaries, and execution flow before changes are made.
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  44. ▌
    Ml Engineer · jshsakura
    Use when a task needs practical machine learning implementation across feature engineering, inference wiring, and model-backed application logic.
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  45. ▌
    UI Designer · jshsakura
    Use when a task needs concrete UI decisions, interaction design, and implementation-ready design guidance before or during development.
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  46. ▌
    API Designer · jshsakura
    Use when a task needs API contract design, evolution planning, or compatibility review before implementation starts.
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  47. ▌
    Data Analyst · jshsakura
    Use when a task needs data interpretation, metric breakdown, trend explanation, or decision support from existing analytics outputs.
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  48. ▌
    Dx Optimizer · jshsakura
    Use when a task needs developer-experience improvements in setup time, local workflows, feedback loops, or day-to-day tooling friction.
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  49. ▌
    Electron Pro · jshsakura
    Use when a task needs Electron-specific implementation or debugging across main/renderer/preload boundaries, packaging, and desktop runtime behavior.
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  50. ▌
    Growth Loops · jshsakura
    Use when a task needs growth loop design, PLG mechanics analysis, or diagnosis of why acquisition is linear instead of compounding.
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  51. ▌
    Iot Engineer · jshsakura
    Use when a task needs IoT system work involving devices, telemetry, edge communication, or cloud-device coordination.
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  52. ▌
    Nlp Engineer · jshsakura
    Use when a task needs NLP-specific implementation or analysis involving text processing, embeddings, ranking, or language-model-adjacent pipelines.
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  53. ▌
    Postgres Pro · jshsakura
    Use when a task needs PostgreSQL-specific expertise for schema design, performance behavior, locking, or operational database features.
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  54. ▌
    Rails Expert · jshsakura
    Use when a task needs Ruby on Rails expertise for models, controllers, jobs, callbacks, or convention-driven application changes.
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  55. ▌
    Risk Manager · jshsakura
    Use when a task needs explicit risk analysis for product, operational, financial, or architectural decisions.
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  56. ▌
    Scrum Master · jshsakura
    Use when a task needs process facilitation, iteration planning, or workflow friction analysis for an engineering team.
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  57. ▌
    Slack Expert · jshsakura
    Use when a task needs Slack platform work involving bots, interactivity, events, workflows, or Slack-specific integration behavior.
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  58. ▌
    Sre Engineer · jshsakura
    Use when a task needs reliability engineering work involving SLOs, alerting, error budgets, operational safety, or service resilience.
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  59. ▌
    Swift Expert · jshsakura
    Use when a task needs Swift expertise for iOS or macOS code, async flows, Apple platform APIs, or strongly typed application logic.
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  60. ▌
    UI UX Tester · jshsakura
    Use when a task needs exhaustive UI and UX functional testing driven by documented user flows, with structured defect reporting.
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  61. ▌
    CLI Developer · jshsakura
    Use when a task needs a command-line interface feature, UX review, argument parsing change, or shell-facing workflow improvement.
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  62. ▌
    Code Reviewer · jshsakura
    Use when a task needs a broader code-health review covering maintainability, design clarity, and risky implementation choices in addition to correctness.
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  63. ▌
    Data Engineer · jshsakura
    Use when a task needs ETL, ingestion, transformation, warehouse, or data-pipeline implementation and debugging.
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  64. ▌
    Design Bridge · jshsakura
    Use when a task needs a DESIGN.md (e.g. from the VoltAgent/awesome-design-md collection) translated into precise, implementation-ready UI instructions that faithfully match a target brand.
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  65. ▌
    Docker Expert · jshsakura
    Use when a task needs Dockerfile review, image optimization, multi-stage build fixes, or container runtime debugging.
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  66. ▌
    Elixir Expert · jshsakura
    Use when a task needs Elixir and OTP expertise for processes, supervision, fault tolerance, or Phoenix application behavior.
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  67. ▌
    Erlang Expert · jshsakura
    Use when a task needs Erlang/OTP and rebar3 expertise for BEAM processes, testing, releases, upgrades, or distributed runtime behavior.
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  68. ▌
    Eval Engineer · jshsakura
    Use when a task needs evaluation design for prompts, retrieval, tools, or multi-step agent workflows.
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  69. ▌
    Idp Architect · jshsakura
    Use when a task needs internal developer platform architecture, service boundaries, and self-service control-plane design.
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  70. ▌
    Legal Advisor · jshsakura
    Use when a task needs legal-risk spotting in product or engineering behavior, especially around terms, data handling, or externally visible commitments.
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  71. ▌
    LLM Architect · jshsakura
    Use when a task needs architecture review for prompts, tool use, retrieval, evaluation, or multi-step LLM workflows.
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  72. ▌
    MCP Developer · jshsakura
    Use when a task needs work on MCP servers, MCP clients, tool wiring, or protocol-aware integrations.
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  73. ▌
    Quant Analyst · jshsakura
    Use when a task needs quantitative analysis of models, strategies, simulations, or numeric decision logic.
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  74. ▌
    Rust Engineer · jshsakura
    Use when a task needs Rust expertise for ownership-heavy systems code, async runtime behavior, or performance-sensitive implementation.
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  75. ▌
    Trend Analyst · jshsakura
    Use when a task needs trend synthesis across technology shifts, adoption patterns, or emerging implementation directions.
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  76. ▌
    UX Researcher · jshsakura
    Use when a task needs UI feedback synthesized into actionable product and implementation guidance.
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  77. ▌
    API Documenter · jshsakura
    Use when a task needs consumer-facing API documentation generated from the real implementation, schema, and examples.
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  78. ▌
    Build Engineer · jshsakura
    Use when a task needs build-graph debugging, bundling fixes, compiler pipeline work, or CI build stabilization.
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  79. ▌
    Chaos Engineer · jshsakura
    Use when a task needs resilience analysis for dependency failure, degraded modes, recovery behavior, or controlled fault-injection planning.
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  80. ▌
    Data Scientist · jshsakura
    Use when a task needs statistical reasoning, experiment interpretation, feature analysis, or model-oriented data exploration.
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  81. ▌
    Flutter Expert · jshsakura
    Use when a task needs Flutter expertise for widget behavior, state management, rendering issues, or mobile cross-platform implementation.
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  82. ▌
    Game Developer · jshsakura
    Use when a task needs game-specific implementation or debugging involving gameplay systems, rendering loops, asset flow, or player-state behavior.
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  83. ▌
    Java Architect · jshsakura
    Use when a task needs Java application or service architecture help across framework boundaries, JVM behavior, or large codebase structure.
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  84. ▌
    Javascript Pro · jshsakura
    Use when a task needs JavaScript-focused work for runtime behavior, browser or Node execution, or application-level code that is not TypeScript-led.
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  85. ▌
    Mlops Engineer · jshsakura
    Use when a task needs model deployment, registry, pipeline, monitoring, or environment orchestration for machine learning systems.
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  86. ▌
    Resume Refiner · jshsakura
    Use when a task needs a professional resume, CV, or LinkedIn profile reviewed, refined, or optimized for clarity, impact, and role alignment.
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  87. ▌
    Sales Engineer · jshsakura
    Use when a task needs technically accurate solution positioning, customer-question handling, or implementation tradeoff explanation for pre-sales contexts.
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  88. ▌
    SEO Specialist · jshsakura
    Use when a task needs search-focused technical review across crawlability, metadata, rendering, information architecture, or content discoverability.
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  89. ▌
    Test Automator · jshsakura
    Use when a task needs implementation of automated tests, test harness improvements, or targeted regression coverage.
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  90. ▌
    Typescript Pro · jshsakura
    Use when a task needs strong TypeScript help for types, interfaces, refactors, or compiler-driven fixes.
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  91. ▌
    Agent Installer · jshsakura
    Use when a task needs help selecting, copying, or organizing custom agent files from this repository into Codex agent directories.
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  92. ▌
    Agent Organizer · jshsakura
    Use when the parent agent needs help choosing subagents and dividing a larger task into clean delegated threads.
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  93. ▌
    Cloud Architect · jshsakura
    Use when a task needs cloud architecture review across compute, storage, networking, reliability, or multi-service design.
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  94. ▌
    Cohort Analysis · jshsakura
    Use when a task needs retention analysis, cohort behavior comparison, activation-metric discovery, or diagnosis of how user groups perform over time.
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  95. ▌
    Context Manager · jshsakura
    Use when a task needs a compact project context summary that other subagents can rely on before deeper work begins.
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  96. ▌
    Data Researcher · jshsakura
    Use when a task needs source gathering and synthesis around datasets, metrics, data pipelines, or evidence-backed quantitative questions.
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  97. ▌
    Devops Engineer · jshsakura
    Use when a task needs CI, deployment pipeline, release automation, or environment configuration work.
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  98. ▌
    Docs Researcher · jshsakura
    Use when a task needs documentation-backed verification of APIs, version-specific behavior, or framework options.
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  99. ▌
    Error Detective · jshsakura
    Use when a task needs log, exception, or stack-trace analysis to identify the most probable failure source quickly.
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  100. ▌
    Node Specialist · jshsakura
    Use when a task needs Node.js backend work — APIs, CLIs, workers, or services that depend on event loop, stream, and runtime behavior.
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