syncing-to-specs
Sync change delta specs into current truth using intelligent merge.
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Sync change delta specs into current truth using intelligent merge.
Generate Konveyor analyzer migration rules from migration guides using AI
Databricks billing data analysis and cost calculation using system.billing tables. Triggers: cost analysis, billing report, DBU usage, SKU costs, monthly expenses, job costs, warehouse costs, spending breakdown...
Databricks System Tables の分析・クエリ作成支援。Unity Catalog の system カタログに格納された運用データ(課金、監査ログ、ジョブ実行、クエリ履歴、リネージュ、コンピュートなど)を活用した分析・調査を行う際に使用...
Unity Catalog metadata inspection, data exploration, and permission management. Triggers: list catalogs, show tables, describe table, check permissions, grant access, table not found, access denied, explore sch...
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...
Store learnings in memory system for future sessions
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
MCP Agent Mail - mail-like coordination layer for coding agents with memorable identities, inbox/outbox, searchable threads, advisory file reservations, pre-commit guards, and human-auditable Git artifacts. The...
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.