
Claude Skills by jmagly
github.com/jmaglyUpdate existing project WARP.md with latest AIWG orchestration guidance
Capture a query answer and file it as a persistent artifact in .aiwg/working/answers/ with promotion guidance to a permanent destination.
Search and navigate SDLC artifacts by topic, type, phase, or tag using the aiwg index CLI
Build or rebuild the SDLC artifact index for agent-navigable discovery
Build a Proof of Concept (PoC) to validate technical feasibility and retire architectural risks
Verify the full refinement chain from use cases through behavioral specs, pseudo-code specs, code, and tests — report coverage at each layer and identify gaps
Check a file for citation quality and GRADE compliance
Audit codebase for dead code, unused exports, orphaned files, and stale manifests
Map source file structure into navigable sections with line ranges and summaries for efficient agent navigation
Scan source code and report agent-readiness metrics with actionable recommendations
CI-friendly complexity enforcement gate returning pass/fail results for pipeline integration
Generate a human-readable manifest for an AIWG skill chain — agent assignments, requires/ensures contracts, data flow, and parallelization opportunities.
Validate that an AIWG skill chain has all requires inputs satisfied by upstream ensures outputs. Catches missing dependencies at wiring time, not runtime.
Report on research corpus health, completeness, and integrity
Create a Product Requirements Document (PRD) for a product feature
Analyze large source files and produce decomposition plans, optionally executing refactoring with import updates and test verification
Crawl repository for scattered docs and consolidate into categorized reference index in .aiwg/docs/
Synchronize documentation and code to eliminate drift — detect stale docs, fix documentation drift, reconcile code-to-docs and docs-to-code with parallel audit and Al refinement
Orchestrate architecture evolution workflow with ADR management, architecture review, breaking change analysis, and migration planning
Orchestrate change control workflow with baseline management, impact assessment, CCB review, and communication
Orchestrate compliance validation workflow with requirements mapping, audit evidence collection, gap analysis, remediation tracking, and attestation
Orchestrate Concept→Inception phase transition with intake validation and vision alignment
Orchestrate Construction→Transition phase transition with IOC validation, production deployment, and operational handover
Orchestrate cross-team synchronization with dependency mapping, sync cadence, blocker escalation, integration planning, and cross-team demos
Orchestrate Delivery Track flow with test-driven development, quality gates, and iteration assessment
Orchestrate production deployment with strategy selection, validation, automated rollback, and regression gates
Orchestrate Discovery Track flow to prepare validated requirements and designs one iteration ahead of delivery
Orchestrate Elaboration→Construction phase transition with iteration planning, team scaling, and full-scale development kickoff
Orchestrate SDLC phase gate validation with multi-agent review and comprehensive reporting
Orchestrate autonomous issue-to-code implementation using existing tools and agents with bounded iteration
Orchestrate handoff validation between SDLC phases and tracks (Discovery→Delivery, Delivery→Ops, phase transitions)
Orchestrate hypercare monitoring period with 24/7 support, SLO tracking, and rapid issue response
Orchestrate Inception→Elaboration phase transition with architecture baselining and risk retirement
Orchestrate production incident triage, escalation, resolution, and post-incident review using ITIL best practices
Orchestrate dual-track iteration with synchronized Discovery (next) and Delivery (current) workflows
Orchestrate Knowledge Transfer flow with assessment, documentation, shadowing, validation, and handover
Orchestrate continuous performance optimization with baseline establishment, bottleneck identification, optimization implementation, load testing, and SLO validation
Config-driven release orchestration — reads .aiwg/release.config and walks the project's declared gates (local build, CI green, doc-sync, changelog/announcement, README, release entry, post-release housekeeping)
Orchestrate living requirements refinement, change control, impact analysis, and traceability maintenance throughout SDLC
Orchestrate systematic retrospective cycle with structured feedback collection, improvement tracking, and action item management
Orchestrate continuous risk identification, assessment, tracking, and retirement across SDLC phases
Orchestrate continuous security validation, threat modeling, vulnerability management, and security gate enforcement across SDLC phases
Orchestrate Team Onboarding flow with pre-boarding, training, buddy assignment, and 30/60/90 day check-ins
Orchestrate comprehensive test strategy with test suite execution, coverage validation, defect triage, and regression analysis
Generate behavioral specifications (Layer 3) from use cases and architecture documents using multi-agent orchestration
Generate comprehensive test suite for $ARGUMENTS following project testing conventions and best practices.
Generate corpus-wide GRADE quality distribution report
Scan existing codebase and generate intake documents by analyzing code, dependencies, and infrastructure. Accepts optional guidance text to tailor analysis.
Ingest the Project Intake Form and kick off Concept → Inception with agent assignments, accepts optional guidance to tailor process
Generate or complete intake forms (project-intake, solution-profile, option-matrix) with interactive questioning and optional guidance. INTENDED FOR SUBSTANTIAL NEW WORK — new addons, new frameworks, new tracks, refactors crossing module boundaries — not every feature request. Apply the `sdlc-right-sizing` rule first to determine whether intake is appropriate; most day-to-day features need only an issue and possibly an ADR.