Design Looker Studio reports and dashboards. Use when creating Looker Studio reports, designing data sources, or writing visualization specifications. Trigger on "Looker Studio", "レポート設計", "ダッシュボード".
EnglishAnalyzes infrastructure costs at 1K-100K user scales by reading the actual codebase, auto-detecting cloud providers, modeling per-action costs, and projecting total monthly spend with optimization recommendations.
EnglishIdentify potential failure modes and assess system vulnerabilities for pilot workflows and integrations.
EnglishInvoke when the user asks about product-led growth, referral programs, viral loops, product launch strategy, retention optimization, growth experiments, affiliate marketing, or growth hacking techniques.
EnglishDefines language usage conventions separating user communication from technical artifacts. Use when writing code, documentation, commits, or communicating with users in multilingual projects.
EnglishUse when you must prove a claim about this repo's token budgets, description trigger-reliability, hook-blocking behavior, multi-agent session cost, or a counter's trustworthiness before citing it in a review or merge decision, rather than eyeballing it or trusting a hook that merely looks wired. Covers hand-deriving token math, live-fire hook payloads, write-path-to-commit tracing, refute-first fix verification, each with a worked example. Not for routine tool invocation or exit-code reading (mcs-diagnostics-and-tooling), acceptance-evidence tiers (mcs-validation-and-qa), or the hunch-to-accepted-result idea lifecycle (mcs-research-methodology).
EnglishWhen the user needs to decide what to build, cut, and defer for a first release or minimum viable version of a product or feature.
EnglishInteractive LLM inference pipeline design — elicits requirements, recommends pattern, scaffolds production-ready…
English
AGENT SKILLS ATLASIncludes Analytics Design, Cost Analysis, Failure Mode Analysis, and other workflows.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLISupported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
Analytics Design
Design Looker Studio reports and dashboards. Use when creating Looker Studio reports, designing data sources, or writing visualization specifications. Trigger on "Looker Studio", "レポート設計", "ダッシュボード".
Cost Analysis
Analyzes infrastructure costs at 1K-100K user scales by reading the actual codebase, auto-detecting cloud providers, modeling per-action costs, and projecting total monthly spend with optimization recommendations.
Failure Mode Analysis
Identify potential failure modes and assess system vulnerabilities for pilot workflows and integrations. Use when anticipating risks, modeling breakdown scenarios, or des
Growth Engineering
Invoke when the user asks about product-led growth, referral programs, viral loops, product launch strategy, retention optimization, growth experiments, affiliate marketing, or growth hacking techniques.
Language Conventions
Defines language usage conventions separating user communication from technical artifacts. Use when writing code, documentation, commits, or communicating with users in multilingual projects.
Mcs Analysis Toolkit
Use when you must prove a claim about this repo's token budgets, description trigger-reliability, hook-blocking behavior, multi-agent session cost, or a counter's trustworthiness before citing it in a review or merge decision, rather than eyeballing it or trusting a hook that merely looks wired. Covers hand-deriving token math, live-fire hook payloads, write-path-to-commit tracing, refute-first fix verification, each with a worked example. Not for routine tool invocation or exit-code reading (mcs-diagnostics-and-tooling), acceptance-evidence tiers (mcs-validation-and-qa), or the hunch-to-accepted-result idea lifecycle (mcs-research-methodology).
Mvp Scoping
When the user needs to decide what to build, cut, and defer for a first release or minimum viable version of a product or feature.
Network Protocol Analysis Skill
Network protocol capture, analysis, and fuzzing capabilities
Pipeline Design
Interactive LLM inference pipeline design — elicits requirements, recommends pattern, scaffolds production-ready artifacts
Quick start
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Try it with your agent
After installation, start with a request like:
Use the Analytics Design skill to help with my task.
Ask me for the context you need before getting started.Requirements & license
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- Reported license for the skills shown: MIT. The author’s terms apply.