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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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...
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...
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...
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...
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...
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.
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...
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...
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...
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...
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...
Use when analyzing requirements or project specifications - guides shannon analyze command, explains 8D complexity output, caching behavior, context-aware mode with --project flag
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...
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.
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...
Read Jira tickets, extract requirements, summarize in developer-friendly format, optionally search codebase for related files, and update ticket status with transitions
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.
Assess non-functional requirements across 6 quality categories (Security, Performance, Reliability, Maintainability, Scalability, Usability) with measurable criteria, evidence-based evaluation, and automated ch...
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...
Generate a concise end-of-day summary from GitHub activity in the last 24 hours - commits, issues, and PRs
Create comprehensive bidirectional requirements traceability matrix mapping acceptance criteria → implementation → tests with gap analysis, severity ratings, and coverage assessment. Maps each AC to implementat...
Step back and critically reassess project state. Use when asked to "assess", "step back", "fresh eyes", "check alignment", "sanity check", "health check", or "evaluate what's working". Offer to run after major...
Execute Agile methodologies effectively through sprint planning, retrospectives, and ceremony facilitation.
Categorize review feedback into P0/P1/P2 priorities
Le classement utilise les étoiles du dépôt GitHub indexé. Plusieurs skills peuvent partager ce nombre : ce n’est ni un nombre d’installations ni une note de qualité.