domain cluster

DevOps

CI/CD, cloud infrastructure, and monitoring.

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cicd
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cto-advisor

Technical leadership guidance for engineering teams, architecture decisions, and technology strategy. Includes tech debt analyzer, team scaling calculator, engineering metrics frameworks, technology evaluation tools, and ADR templates. Use when assessing technical debt, scaling engineering teams, evaluating technologies, making architecture decisions, establishing engineering metrics, or when user mentions CTO, tech debt, technical debt, team scaling, architecture decisions, technology evaluation, engineering metrics, DORA metrics, or technology strategy.

nimeshgurung
nimeshgurung
devops
open
cicd
0

reviewing-launch-outcomes

Use 30/60/90 days after launch - reviews actual vs predicted outcomes, analyzes failures, extracts lessons, and improves PM OS.

nuggetswise
nuggetswise
devops
open
cloud
0

zerubbabel-cost

Provides expert cloud cost analysis, FinOps assessment, and resource optimization recommendations. Use this skill when the user needs cloud cost review, infrastructure spend analysis, or optimization strategy. Triggers include requests for cost audit, FinOps assessment, resource optimization, or when asked to evaluate cloud spending patterns. Produces detailed consultant-style reports with findings and prioritized recommendations — does NOT write implementation code.

christopheraaronhogg
christopheraaronhogg
devops
open
cloud
0

zerubbabel-devops

Provides expert DevOps analysis, CI/CD pipeline review, and infrastructure assessment. Use this skill when the user needs deployment pipeline evaluation, infrastructure review, or platform engineering guidance. Triggers include requests for DevOps audit, CI/CD review, deployment strategy assessment, or when asked to evaluate infrastructure patterns. Produces detailed consultant-style reports with findings and prioritized recommendations — does NOT write implementation code.

christopheraaronhogg
christopheraaronhogg
devops
open
git-workflows
0

tech-debt-tracker

Track, prioritize, and pay down technical debt systematically in ANY project. Use when quantifying debt, prioritizing fixes, or convincing management to invest in improvements.

j0KZ
j0KZ
devops
open
git-workflows
0

sparc-planning

Creates comprehensive implementation plans using the SPARC framework (Specification, Pseudocode, Architecture, Refinement, Completion). Automatically invokes check-history for context, generates detailed plans with ranked task lists, dependency graphs, security/performance considerations. For significant features (>8 hours), major refactoring, breaking changes, or multi-component work.

meriley
meriley
devops
open
cicd
0

architect

Software architecture skill for designing high-quality implementation plans. Provides universal patterns, quality checklists, and architectural guidelines. Use during planning phase to ensure plans are well-structured, atomic, and follow best practices.

nicolas-codemate
nicolas-codemate
devops
open
cicd
0

dx-optimizer

Expert in optimizing the end-to-end developer journey. Specializes in Internal Developer Portals (IDP), DORA metrics, and on-call health. Use when improving developer experience, building internal platforms, measuring engineering productivity, or reducing developer friction.

404kidwiz
404kidwiz
devops
open
cicd
0

tech-stack-advisor

Analyze project requirements and recommend appropriate technology stacks with detailed rationale. Provides primary recommendation, alternatives, and ruled-out options with explanations.

JHaugaard
JHaugaard
devops
open
monitoring
0

optimizationmetric-review

Conduct a metric review that contextualizes performance trends, flags anomalies, and recommends actions.

edwardmonteiro
edwardmonteiro
devops
open
cloud
0

cost-calculator

Cost estimation scripts and tools for calculating GPU hours, training costs, and inference pricing across Modal, Lambda Labs, and RunPod platforms. Use when estimating ML training costs, comparing platform pricing, calculating GPU hours, budgeting for ML projects, or when user mentions cost estimation, pricing comparison, GPU budgeting, training cost analysis, or inference cost optimization.

vanman2024
vanman2024
devops
open
cicd
0

trading-code-review

Pre-live deployment checklist for NinjaTrader trading strategies. Use before deploying any code changes to live trading, when reviewing strategy code for critical bugs, or verifying Apex compliance and WSGTA trading rules.

mkalhitti-cloud
mkalhitti-cloud
devops
open
cicd
0

hoshinkanri

Strategic policy deployment system for automotive manufacturing. Cascades Group-level targets to shop floor through X-Matrix, catchball process, and bowling chart tracking. USE WHEN user says 'hoshin', 'x-matrix', 'catchball', 'bowling chart', 'strategy deployment', 'cascade objectives', 'breakthrough objectives', 'strategic planning', 'policy deployment', or requests help with annual planning integration. Integrates with IATF 16949 quality systems and AutomotiveManufacturing skill for work instruction cascade.

robdtaylor
robdtaylor
devops
open
cicd
0

aep

Analyse-Explore-Plan methodology for thorough analysis and planning before development. Use when starting a new feature, investigating a problem, or needing to understand a codebase before making changes. Provides structured workflow with parallel exploration agents and clarification questions. Integrates with Architect skill for high-quality implementation plans.

nicolas-codemate
nicolas-codemate
devops
open
cicd
0

cto-advisor

Technical leadership guidance for engineering teams, architecture decisions, and technology strategy. Includes tech debt analyzer, team scaling calculator, engineering metrics frameworks, technology evaluation tools, and ADR templates. Use when assessing technical debt, scaling engineering teams, evaluating technologies, making architecture decisions, establishing engineering metrics, or when user mentions CTO, tech debt, technical debt, team scaling, architecture decisions, technology evaluation, engineering metrics, DORA metrics, or technology strategy.

LRYuChi
LRYuChi
devops
open
cicd
0

cto-advisor

Technical leadership guidance for architecture decisions, team scaling, tech debt, and engineering strategy. Use PROACTIVELY for technology evaluation, engineering metrics, team structure, or strategic technical decisions.

kriscard
kriscard
devops
open
git-workflows
0

tech-debt-tracker

Track, prioritize, and pay down technical debt systematically in ANY project

j0KZ
j0KZ
devops
open
git-workflows
0

tech-debt-tracker

Track, prioritize, and pay down technical debt systematically in ANY project

j0KZ
j0KZ
devops
open
cloud
0

cloud-cost-models

Comprehensive guide to cloud pricing models, cost structures, and optimization strategies across major providers.

AmnadTaowsoam
AmnadTaowsoam
devops
open
monitoring
0

analytics-frameworks

Load when analyzing performance metrics, creating reports, setting up tracking, evaluating growth experiments, or any task involving data-driven decision making for content and audience growth. Contains KPIs, benchmarks, and reporting frameworks.

chekos
chekos
devops
open
cicd
0

workflow-challenger

Critical review and gap analysis skill that can be invoked at any workflow stage. Use to challenge decisions, identify missing specifications, verify coherence, and surface unaddressed questions in CDC, findings, plans, or any deliverable. Acts as a devil's advocate by deeply analyzing codebase, project documentation ([DOC]-* folders), and context.

LaizyIO
LaizyIO
devops
open
cicd
0

arc42-epic-decomposer

Analyses Arc42 architecture documentation and decomposes it into well-sized Epics suitable for Speckit implementation. Use when breaking down architecture into implementable work, creating epic catalogues from design docs, preparing Arc42 for agile delivery, or when asked to plan epics from architecture.

Obsidian-Owl
Obsidian-Owl
devops
open
cloud
0

cost-optimization

Optimize cloud costs through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use when reducing cloud expenses, analyzing infrastructure costs, or implementing cost governance policies.

neo-picasso-2112
neo-picasso-2112
devops
open
cicd
0

high-risk-review

Apply enhanced verification (CoVe-like review, security/arch/perf checks, targeted web research) for high-risk tasks or uncertainty. Use for security, infra, data loss risk, major refactors, or when facts may be outdated.

janjaszczak
janjaszczak
devops
open
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