jmagly
- 528 skills
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- 2 days ago last updated
- ▌ Sdlc Accelerate 2 · jmagly-ai-writing-guideEnd-to-end SDLC ramp-up from idea to construction-ready with automated phase transitions and focused gate questions
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- ▌ Generated Docs Audit · jmagly-ai-writing-guideAudit generated HTML, Markdown, crawler controls, model-readable docs, structured data, API specs, and URL-class drift from one local source graph.
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- ▌ Test Platform Research · jmagly-ai-writing-guideLocate testing research and platform tools, qualify evidence adapters, and develop target-specific testing normalization templates.
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- ▌ Corpus Retrieval Lab · jmagly-ai-writing-guideBenchmark current research-query and direct lexical baselines against experimental vector, BM25, typed concept-graph PPR, and RRF source selection without replacing production retrieval.
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- ▌ Session Harvest · jmagly-ai-writing-guideExtract cited decisions, requirements, risks, entities, and relationships from session history and review exact candidate versions before memory promotion
- ▌ Doc Sync 2 · jmagly-ai-writing-guideSynchronize documentation and code with bounded, scope-first drift checks
- ▌ Cleanup Audit 2 · jmagly-ai-writing-guideAudit codebase for dead code, unused exports, orphaned files, and stale manifests
- ▌ Test Normalize · jmagly-ai-writing-guideRepair and standardize a testing regime through concrete file plans, guarded deployment receipts and repeatable verification of runner and oracle behavior.
- ▌ Aiwg Regenerate Legacy · jmagly-ai-writing-guideRegenerate provider startup context using the legacy inline compatibility branch
- ▌ Codebase Health · jmagly-ai-writing-guideScan source code and report agent-readiness metrics with actionable recommendations
- ▌ Complexity Gate · jmagly-ai-writing-guideCI-friendly complexity enforcement gate returning pass/fail results for pipeline integration
- ▌ Doc Consolidate · jmagly-ai-writing-guideCrawl repository for scattered docs and consolidate into categorized reference index in .aiwg/docs/
- ▌ Flow Gate Check · jmagly-ai-writing-guideOrchestrate SDLC phase gate validation with multi-agent review and comprehensive reporting
- ▌ Gate Evaluation · jmagly-ai-writing-guideValidate phase gate criteria with multi-agent review and generate pass/fail reports
- ▌ Grade On Ingest · jmagly-ai-writing-guideTrigger GRADE quality assessment automatically when new research sources or findings enter the corpus
- ▌ Incident Triage · jmagly-ai-writing-guideClassify incidents by severity, assemble response teams, and coordinate initial response actions and comms
- ▌ Issue Auto Sync · jmagly-ai-writing-guideDetect issue references in commits and artifacts and automatically update or close linked tracker issues
- ▌ Issue Driven Al · jmagly-ai-writing-guideOrchestrates issue-driven agent loops that post cycle status to issue threads and incorporate human feedback in each cycle.
- ▌ Sdlc Accelerate · jmagly-ai-writing-guideEnd-to-end SDLC ramp-up from idea to construction-ready with automated phase transitions and focused gate questions
- ▌ Tot Exploration · jmagly-ai-writing-guideTrigger Tree of Thoughts exploration when agents face architectural decisions with multiple valid approaches
- ▌ Execution Mode · jmagly-ai-writing-guideSet or report the reproducibility mode governing how AIWG workflows execute, from standard to fully auditable
- ▌ Install Plugin · jmagly-ai-writing-guideInstall Claude Code marketplace plugins or route local/Git wrappers through the supported package workflow
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- ▌ Metrics Tokens · jmagly-ai-writing-guideAnalyze token usage efficiency against the MetaGPT baseline and surface per-step optimization opportunities
- ▌ Package Plugin · jmagly-ai-writing-guidePackage a built-in or standalone project-local AIWG plugin wrapper for marketplace distribution
- ▌ Project Status · jmagly-ai-writing-guide bundleCross-framework project status aggregator — discovers contributors from installed frameworks, runs declarative detection, produces a unified status report.
- ▌ Scaffold Addon · jmagly-ai-writing-guideCreate a complete addon package structure inside agentic/code/addons/. Use when authoring an expansion (addon) for AIWG.
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- ▌ Dev Mode Init · jmagly-ai-writing-guideSwitch AIWG CLI to dev mode (local repo source), rebuild, deploy dev tools, and run a health check — all via the Steward agent
- ▌ Eval Report · jmagly-ai-writing-guideGenerate an aggregate agent quality report from evaluation results, showing scores, regressions, and recommendations
- ▌ Archive Answer · jmagly-ai-writing-guideCapture a query answer and file it as a persistent artifact in .aiwg/working/answers/ with promotion guidance to a permanent destination.
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- ▌ Citation Guard · jmagly-ai-writing-guideVerify citations against the research corpus to prevent hallucinated references and enforce GRADE compliance
- ▌ Decompose File · jmagly-ai-writing-guideAnalyze large source files and produce decomposition plans, optionally executing refactoring with import updates and test verification
- ▌ Generate Tests · jmagly-ai-writing-guideGenerate comprehensive test suite for $ARGUMENTS following project testing conventions and best practices.
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- ▌ Plugin Status · jmagly-ai-writing-guideList installed Claude Code marketplace plugins with version, install date, and enabled status
- ▌ Prefill Cards · jmagly-ai-writing-guideAuto-populate SDLC artifact metadata headers across all templates using team profile configuration
- ▌ Soul To Voice · jmagly-ai-writing-guideGenerate an AIWG voice profile from an existing SOUL.md identity file
- ▌ Soul Validate · jmagly-ai-writing-guideValidate a SOUL.md file against community best practices and quality criteria
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- ▌ Voice Analyze · jmagly-ai-writing-guide bundleReverse-engineer voice profiles from sample content by analyzing writing patterns
- ▌ Agent Loop · jmagly-ai-writing-guide bundleDetect requests for iterative autonomous agent loops and route to the appropriate loop executor
- ▌ Eval Agent · jmagly-ai-writing-guideRun evaluation tests against an agent to assess quality and archetype resistance
- ▌ Aiwg Hooks · jmagly-ai-writing-guideInstall, configure, and inspect AIWG lifecycle hooks for tracing, permissions, session management, context injection, and quality gates.
- ▌ Curate · jmagly-ai-writing-guideOrchestrate type-flexible media curation from assessment and planning through acquisition, tagging/transcription, provenance, and verification
- ▌ Export · jmagly-ai-writing-guideExport media collection to platform-specific formats (Plex, Jellyfin, MPD, mobile, archival)
- ▌ Aiwg Setup Warp · jmagly-ai-writing-guideSetup Warp Terminal with AIWG framework context (preserves existing content)
- ▌ Artifact Lookup · jmagly-ai-writing-guideSearch and navigate SDLC artifacts by topic, type, phase, or tag using the aiwg index CLI
- ▌ Auto Provenance · jmagly-ai-writing-guideGenerate W3C PROV-compliant provenance records automatically when agents create or modify artifacts
- ▌ Test Coverage · jmagly-ai-writing-guideAnalyze test coverage reports, identify gaps by priority, and recommend test improvements with trend tracking
- ▌ Activity Log · jmagly-ai-writing-guideQuery and manage the unified .aiwg/activity.log chronological record of AIWG-managed workflow operations
- ▌ Add Behavior · jmagly-ai-writing-guideScaffold a new behavior definition with BEHAVIOR.md and optional scripts inside an existing addon or framework
- ▌ Add Template · jmagly-ai-writing-guideScaffold a new document template inside an existing addon or framework
- ▌ Aiwg Mission · jmagly-ai-writing-guideLaunch an AIWG Mission — durable, audited dynamic agent orchestration toward a completion criterion. AIWG owns the conductor (activity-log, gates, best-output, checkpoint/resume, cost); native primitives drive worker mechanism. Surfaces as /aiwg-mission in Codex (AIWG-owned, no plugin dependency).
- ▌ Aiwg Refresh · jmagly-ai-writing-guide bundleUpdate AIWG CLI and redeploy frameworks/tools to current project without leaving the session
- ▌ Cost History · jmagly-ai-writing-guideShow cost trends across multiple workflow sessions, surfacing expensive operations, spending patterns, and outliers
- ▌ Hook Disable · jmagly-ai-writing-guideDisable the AIWG context hook without uninstalling AIWG or deleting hook files
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- ▌ Migrate Hook · jmagly-ai-writing-guideMigrate existing CLAUDE.md full-injection to the AIWG.md hook file architecture
- ▌ Runtime Info · jmagly-ai-writing-guideDisplay a comprehensive runtime environment report covering detected provider, available tools, AIWG version, and installed frameworks
- ▌ Soul Disable · jmagly-ai-writing-guideDisable soul enforcement without deleting SOUL.md or soul files
- ▌ Soul Enhance · jmagly-ai-writing-guideImprove an existing SOUL.md by identifying vague sections, suggesting missing content, and generating calibration examples
- ▌ Voice Create · jmagly-ai-writing-guide bundleGenerate custom voice profiles from natural language descriptions by mapping tone, formality, and domain to voice dimensions
- ▌ Daemon Status · jmagly-ai-writing-guide bundleShow daemon health, active sessions, task queue, and subsystem status
- ▌ Uat Generate · jmagly-ai-writing-guideDiscover MCP tools and generate a phased UAT plan with agent-executable test specifications
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- ▌ Radar Init · jmagly-ai-writing-guideScaffold radar/freshness sidecars for research-corpus REFs. Pulls title/authors from the citation sidecar and GRADE from the analysis doc, defaults the refresh cadence from GRADE and the cluster from a corpus-local map, and stamps documentation/radar/REF-XXX-radar.md. Runs via `aiwg corpus radar-init`.
- ▌ Address Issues · jmagly-ai-writing-guide bundleAddress open issues using issue-thread-driven agent loops with 2-way human-AI collaboration
- ▌ Cost Report · jmagly-ai-writing-guideGenerate a cost report for an AIWG session or observe per-bot OpenRouter fleet spend
- ▌ Daemon Init · jmagly-ai-writing-guideInitialize AIWG daemon mode configuration from a named profile for persistent background sessions
- ▌ Hook Enable · jmagly-ai-writing-guideEnable the AIWG context hook in platform context files without re-deploying
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- ▌ New Project · jmagly-ai-writing-guideScaffold a new AIWG-managed project with .aiwg/ directory structure, starter CLAUDE.md, and framework registry. Use when creating or scaffolding a new project.
- ▌ Soul Create · jmagly-ai-writing-guideGenerate a SOUL.md identity file from source material, interactive prompts, or an existing voice profile. Use when authoring a persona / soul identity.
- ▌ Soul Enable · jmagly-ai-writing-guideEnable soul enforcement by wiring SOUL.md into platform context files and deploying the enforcement rule
- ▌ Soul Status · jmagly-ai-writing-guideShow SOUL.md enforcement state across all installed providers with quality check
- ▌ Voice Apply · jmagly-ai-writing-guide bundleApply a voice profile to transform content. Use when the user asks to write in a specific voice, match a tone, or sound like a particular voice profile.
- ▌ Voice Blend · jmagly-ai-writing-guide bundleCombine multiple voice profiles with weighted mixing to create hybrid voices
- ▌ Dev Doctor · jmagly-ai-writing-guideRun a development-focused health check on the AIWG repository structure
- ▌ Link Check · jmagly-ai-writing-guideVerify @file references in AIWG skills and agents against the linking contract — per-file or corpus-wide, with optional auto-fix
- ▌ Uat Execute · jmagly-ai-writing-guideExecute a UAT plan against live MCP connections, tracking pass/fail per test and filing issues on failure
- ▌ Cleanup Audit · jmagly-ai-writing-guideAudit codebase for dead code, unused exports, orphaned files, and stale manifests
- ▌ Corpus Health · jmagly-ai-writing-guideReport on research corpus health, completeness, and integrity
- ▌ Intake Wizard · jmagly-ai-writing-guideGenerate 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.
- ▌ Issue Comment · jmagly-ai-writing-guideAdd structured comments to issues using templates for progress, feedback, or blockers
- ▌ Issue Planner · jmagly-ai-writing-guideResearch-grounded SDLC issue planner — dispatches parallel research, generates the supporting doc corpus, then files prioritized cross-referenced issues for human review.
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- ▌ Sdlc Quickref · jmagly-ai-writing-guideAUTO-INVOKE when user mentions SDLC, requirements, architecture, ADR, use case, user story, test plan, phase gate, inception, elaboration, construction, transition, intake, deploy. SDLC framework quick reference — phase model, capability domains, and curated discovery phrases for aiwg discover.