GitHub
tech-evaluator
Evaluate technology stack options and produce Architecture Decision Records (ADR) using weighted decision matrices and the ATAM methodology.
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devops project management AI Skills
Discover devops project management skills, compare source repositories and read the instructions for each workflow.
Categories: devops project management
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GitHub
tech-stack-selector
Make informed technology decisions with structured frameworks, decision matrices, and recommendations based on constraints.
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GitHub
plan
Create technical implementation plans with chosen tech stack and architecture decisions
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GitHub
backend-simplicity-engineer
Backend engineer focused on simplicity, bug elimination, and clean code. Use when user mentions "simplify backend", "fix backend bugs", "clean up code", or "make backend perfect".
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GitHub
aico-backend-task-breakdown
Break down PM story into backend tasks following LAYERED ARCHITECTURE order: Data Models → Database → Repository → Service → API → Validation → Tests. UNIQUE VALUE: Ensures proper dependency order and separati...
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GitHub
spec-task-management
This skill should be used when the user asks to "analyze a specification", "break down a spec", "create tasks from a PRD", "decompose requirements", "generate a task list from a design document", or mentions wo...
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GitHub
model-tracking-protocol
MANDATORY tracking protocol for multi-model validation. Creates structured tracking tables BEFORE launching models, tracks progress during execution, and ensures complete results presentation. Use when running...
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GitHub
human-resources
Human Resources skill for recruiting, onboarding, employee engagement, policies, performance management, and HR operations. Use when handling HR processes, recruiting, employee relations, or organizational deve...
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GitHub
shipping-carrier-analysis-enhanced
Analyzes shipping data with intelligent preprocessing to handle raw, unstructured data from various sources. Automatically detects, maps, and cleans data before creating comprehensive carrier dashboards with vo...
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GitHub
databuddy-api
Use the Databuddy REST API for programmatic access to analytics data. Use when querying analytics data, building custom dashboards, sending events via API, or integrating analytics into backend services.
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GitHub
databricks-dashboards
Create Databricks AI/BI dashboard JSON files in lvdash.json format. Triggers: ダッシュボード, 可視化, visualize, create dashboard, build dashboard, dashboard JSON, lvdash.json, BI dashboard, visualization, char...
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GitHub
databricks-jobs
Databricks Jobs management, monitoring, and debugging. Use for job status checks, run history, failure investigation, job execution, and historical analysis. Triggers: job status, run history, job failure, debu...
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GitHub
estimate-stories
Calculate story point estimates for user stories using structured formula (Complexity × Effort + Risk). Analyzes acceptance criteria, assesses complexity (1-5), effort (1-5), and risk (0-3), then documents esti...
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GitHub
build-one-to-throw-away
Apply throwaway prototyping methodology when exploring new concepts, unfamiliar technology, or unclear requirements. Build fast, learn deeply, then rebuild properly. Use for feasibility studies, proof-of-concep...
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GitHub
risk-profile
Assess implementation risks using Probability × Impact (P×I) scoring methodology across 6 categories (Technical, Security, Performance, Data, Business, Operational). Scores risks (P×I: 1-9), develops mitigation...
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GitHub
analyzing-specifications
Use when analyzing requirements or project specifications - guides shannon analyze command, explains 8D complexity output, caching behavior, context-aware mode with --project flag
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GitHub
task-validation
Validates task completion by checking for real implementation, working code, test results, and compliance with quality standards. Prevents paper solutions and ensures tasks are actually completed before being m...
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GitHub
searching-issues
Search GitHub Issues and PRs with 30+ qualifiers including labels, dates, users, state, milestones, and content. Use when searching for issues by keywords, metadata, or complex filters.
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GitHub
lab-roster
Generate comprehensive lab member rosters in both markdown and CSV formats. Analyzes member profiles, git history, and alumni information to create detailed rosters with role transitions, team assignments, and...
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GitHub
jira-ticket
Read Jira tickets, extract requirements, summarize in developer-friendly format, optionally search codebase for related files, and update ticket status with transitions
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GitHub
execute-task
Execute approved task specifications sequentially with TDD, comprehensive testing, and validation. This skill should be used for implementing tasks from approved specs with full audit trail.
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GitHub
nfr-assess
Assess non-functional requirements across 6 quality categories (Security, Performance, Reliability, Maintainability, Scalability, Usability) with measurable criteria, evidence-based evaluation, and automated ch...
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GitHub
implement-feature
Implement features from task specifications using Test-Driven Development (TDD) with bmad-commands for file operations and testing. This skill should be used when implementing new functionality from approved ta...
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GitHub
eod
Generate a concise end-of-day summary from GitHub activity in the last 24 hours - commits, issues, and PRs
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The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.