GitHub
remember
Store learnings in memory system for future sessions
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Development AI Skills
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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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GitHub
trace-requirements
Create comprehensive bidirectional requirements traceability matrix mapping acceptance criteria → implementation → tests with gap analysis, severity ratings, and coverage assessment. Maps each AC to implementat...
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GitHub
assess
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...
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GitHub
agile-executor
Execute Agile methodologies effectively through sprint planning, retrospectives, and ceremony facilitation.
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GitHub
dqx-review-priority
Categorize review feedback into P0/P1/P2 priorities
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GitHub
agent-mail
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...
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GitHub
workflow-resume
중단된 워크플로우 재개. Use when (1) 일시정지된 워크플로우 계속, (2) 세션 복구 후 워크플로우 재시작, (3) 이전 진행 상황에서 계속.
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GitHub
report-template
Synthesize all Scout-phase analyses (build-inspector, runtime-inspector, git-forensics, concept-modeler) into a decision-ready system risk report.
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GitHub
exploration-tracking
Mind mapping and exploration state tracking for workshops. Use to maintain awareness of explored vs uncharted territory, implement backtracking, and ensure comprehensive coverage or documented gaps.
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GitHub
openspec-apply-change
Implement tasks from an OpenSpec change. Use when the user wants to start implementing, continue implementation, or work through tasks.
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GitHub
create-saas
Complete SaaS ideation to implementation workflow - from idea discovery to task breakdown
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GitHub
implement
Execute all tasks from task breakdown to build feature according to plan
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