jmagly
- 551 skills
- 0 followers
- last month last updated
- ▌
- ▌ 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
- ▌
- ▌ 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.
- ▌
- ▌ 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.
- ▌ Security Gate · jmagly-ai-writing-guideEnforce minimum security criteria before iteration close or release
- ▌ Deploy Gen · jmagly-ai-writing-guideGenerate deployment configurations (Docker, Kubernetes) for the current project
- ▌ New Bundle · jmagly-ai-writing-guideScaffold a project-local extension, addon, framework, plugin, or provider bundle under the configured AIWG artifact root.
- ▌ Roko Voice · jmagly-ai-writing-guideTransform standard technical content into ROKO voice — dense technical mythology wrapped in cypherpunk cultural narrative
- ▌ Soul Apply · jmagly-ai-writing-guideApply a SOUL.md identity to content generation, incorporating worldview, opinions, and character
- ▌ Soul Blend · jmagly-ai-writing-guideMerge multiple SOUL.md files into a composite persona for team-level agents or multi-perspective characters
- ▌ Eval Loop · jmagly-ai-writing-guideConfigure and run the isolated eval loop pattern — generate, evaluate, refine until pass threshold met
- ▌ Uat Report · jmagly-ai-writing-guideGenerate UAT completion report with tool coverage matrix, pass/fail metrics, and regression detection
- ▌ Code Chunker · jmagly-ai-writing-guideMap source file structure into navigable sections with line ranges and summaries for efficient agent navigation
- ▌ Flow Release · jmagly-ai-writing-guideConfig-driven release orchestration — reads .aiwg/release.config plus optional .aiwg/releases/<plan-id> sidecars and walks the selected release plan's gates
- ▌
- ▌ Intake Start · jmagly-ai-writing-guideIngest the Project Intake Form and kick off Concept → Inception with agent assignments, accepts optional guidance to tailor process
- ▌ Issue Create · jmagly-ai-writing-guide bundleCreate a new ticket/issue with configurable backend (Gitea, GitHub, Jira, Linear, or local files)
- ▌ Issue Update · jmagly-ai-writing-guideUpdate existing ticket/issue with status changes, comments, or field updates
- ▌ Sdlc Reports · jmagly-ai-writing-guideGenerate SDLC reports including iteration status, metrics dashboards, and executive summaries across phases
- ▌ Smith Mcpdef · jmagly-ai-writing-guideGenerate MCP environment definition for MCPSmith with Docker and Node.js verification
- ▌ Smith Sysdef · jmagly-ai-writing-guideGenerate system definition file for ToolSmith with tested OS commands
- ▌ Torture Test · jmagly-ai-writing-guideScaffold endurance, stress, and adversarial-input tests that reveal degradation rather than immediate crashes
- ▌ Add Command · jmagly-ai-writing-guideScaffold a new command definition inside an existing addon or framework
- ▌ Aiwg Doctor · jmagly-ai-writing-guideRun a comprehensive health check on the AIWG installation and workspace with pass/fail diagnostics and remediation steps
- ▌ Aiwg Status · jmagly-ai-writing-guideDisplay workspace status dashboard showing installed frameworks, deployments, artifact counts, and health indicators
- ▌ Ralph · jmagly-ai-writing-guideExecute iterative task loop until completion criteria are met - iteration beats perfection
- ▌ Uat Mode · jmagly-ai-writing-guideDetect requests for UAT generation, execution, or reporting and invoke the appropriate UAT command
- ▌ Create Prd · jmagly-ai-writing-guideCreate a Product Requirements Document (PRD) for a product feature
- ▌
- ▌ Issue Sync · jmagly-ai-writing-guideAutomatically detect and update linked issues based on commits, artifacts, and task events
- ▌ Risk Cycle · jmagly-ai-writing-guideContinuously identify, assess, track, and retire risks throughout the SDLC with register and RAG reporting
- ▌ Tot Decide · jmagly-ai-writing-guideEvaluate architectural decisions using Tree of Thoughts exploration
- ▌ Add Agent · jmagly-ai-writing-guideScaffold a new agent definition file inside an existing addon or framework
- ▌
- ▌ Aiwg Help · jmagly-ai-writing-guideDisplay all available AIWG CLI commands, their arguments, and usage examples
- ▌ Aiwg Init · jmagly-ai-writing-guideInitialize AIWG configuration for an existing project by creating .aiwg/aiwg.config with provider and script entries
- ▌ Aiwg Sync · jmagly-ai-writing-guide bundleEnsure the session's AIWG installation is current and correctly deployed to the active provider
- ▌ Nl Router · jmagly-ai-writing-guideRoute natural language requests to appropriate skills and workflows by parsing intent and matching trigger patterns
- ▌ LLM Wiki · jmagly-ai-writing-guideEnable and configure the llm-wiki addon for long-term, long-form project memory, select a wiki profile, and route ingestion and health checks through the knowledge-base and semantic-memory capabilities.
- ▌ Ops Quickref · jmagly-ai-writing-guideAUTO-INVOKE when user mentions ops, runbook, inventory, audit trail, ops repo, sysops, devops, itops, infrastructure operations, fleet management. Ops framework quick reference — capability domains, extension model, and discovery phrases for runbooks, inventory, audit trail, verification.
- ▌ Issue Audit · jmagly-ai-writing-guideAudit and triage general issue backlogs with read-only defaults, interactive cleanup decisions, and guidance steering; use this for "audit open issues" instead of aiwg-issue
- ▌ Issue Close · jmagly-ai-writing-guideMark an issue as complete with comprehensive summary and verification
- ▌ Aiwg Guide · jmagly-ai-writing-guideContextual AIWG help — explains current version features, answers how-to questions, routes live queries to the steward
- ▌ Aiwg Issue · jmagly-ai-writing-guideAIWG project issue filing only — templates, environment capture, duplicate detection, and import flow for AIWG tracker reports; not for general issue audits or address-issues processing
- ▌ Checkpoint · jmagly-ai-writing-guideCreate, list, or recover mid-workflow checkpoints so interrupted work resumes from a known-good position
- ▌
- ▌ Skills · jmagly-ai-writing-guideManage the AIWG skills registry by listing, searching, inspecting, installing, and publishing skills
- ▌ Update · jmagly-ai-writing-guideUpdate AIWG through its install-aware updater and re-deploy all installed frameworks from the registry
- ▌ Rlm Search · jmagly-ai-writing-guideRun the full Recursive Language Model pipeline — prep, fan out across chunks, and recursively synthesize until results fit one context window
- ▌ Doc Sync · jmagly-ai-writing-guideSynchronize documentation and code with bounded, scope-first drift checks
- ▌ Aiwg Pr · jmagly-ai-writing-guideAIWG-specific pull request delivery workflow for AIWG product/workspace changes; not the generic repository PR process
- ▌ Catalog · jmagly-ai-writing-guideBrowse the AIWG model catalog — list available AI models, fetch model details, and search by capability or name
- ▌ Install · jmagly-ai-writing-guideInstall AIWG-compatible packages from remote Git repositories into the current workspace
- ▌ Promote · jmagly-ai-writing-guidePromote or graduate a project-local bundle to its upstream AIWG location or to a private corpus path.
- ▌ Session · jmagly-ai-writing-guideStart an agentic session with pre-flight health checks, auto-repair, optional MCP injection, and provider launch
- ▌ Steward · jmagly-ai-writing-guideProvide provider capability awareness and route commands by answering what the current provider supports natively vs must emulate
- ▌ Version · jmagly-ai-writing-guideDisplay the current AIWG version, release channel, and installation path
- ▌ Build Poc · jmagly-ai-writing-guideBuild a Proof of Concept (PoC) to validate technical feasibility and retire architectural risks
- ▌ Pr Review · jmagly-ai-writing-guideConduct comprehensive PR review from multiple perspectives (PM, Developer, QA, Security)
- ▌ Setup Tdd · jmagly-ai-writing-guideOne-command TDD infrastructure setup with pre-commit hooks and CI coverage gates
- ▌ Behavior · jmagly-ai-writing-guideManage AIWG behavior bundles that bind reactive directives and toolset configurations to specific agent types
- ▌ Feedback · jmagly-ai-writing-guideSubmit a bug report, feature request, or feedback to the AIWG GitHub repository — prefills system context automatically
- ▌ Packages · jmagly-ai-writing-guideManage remotely installed AIWG packages sourced from Git repositories via list, info, and remove subcommands
- ▌ Schedule · jmagly-ai-writing-guideRoute recurring work to a provider-native scheduler or an explicitly external host scheduler
- ▌ Snapshot · jmagly-ai-writing-guideCapture, list, show, or replay point-in-time workflow snapshots so execution state can be preserved and reproduced
- ▌ Chunk · jmagly-ai-writing-guideSplit a file into overlapping chunks suitable for parallel fanout processing and emit a manifest describing each chunk
- ▌ Fanout · jmagly-ai-writing-guideDispatch the same query to multiple subagents in parallel across chunks in a manifest and aggregate results with source provenance
- ▌ Ops · jmagly-ai-writing-guideManage the AIWG ops ecosystem of sysops, devops, and itops workspaces and frameworks
- ▌ Run · jmagly-ai-writing-guideExecute a named script defined in .aiwg/aiwg.config or list all available scripts
- ▌ Use · jmagly-ai-writing-guideDeploy AIWG frameworks and addons to the current workspace across supported providers
- ▌ List · jmagly-ai-writing-guideList the frameworks and addons currently installed in the workspace registry
- ▌ Team · jmagly-ai-writing-guideOrchestrate multi-agent teams across AIWG providers natively on Claude Code or emulated via Mission Control elsewhere
- ▌ Rlm Mode · jmagly-ai-writing-guideDetect requests for recursive decomposition and large-scale operations that benefit from RLM processing
- ▌ Rlm Prep · jmagly-ai-writing-guidePrepare source content for RLM processing by discovering files, chunking each one, and writing a unified searchable manifest
- ▌ Index · jmagly-ai-writing-guideBuild, query, inspect dependencies, sync Fortemi Core cache, and report status for the searchable index of SDLC artifacts in .aiwg/
- ▌ Rlm Batch · jmagly-ai-writing-guideParallel fan-out processing - spawn multiple sub-agents for chunked context processing
- ▌ Rlm Query · jmagly-ai-writing-guideSpawn sub-agent to process focused context and return structured result
- ▌ Aiwg Kb · jmagly-ai-writing-guideSearch AIWG knowledge base for help, documentation, and troubleshooting
- ▌ Config · jmagly-ai-writing-guideManage the user-level AIWG configuration file for persistent preferences across all projects
- ▌ Confusable Unicode Audit · jmagly-ai-writing-guideDetect bidi controls, zero-width characters, mixed-script identifiers, and homoglyph risks in source and release metadata
- ▌ Physical Threat Modeling · jmagly-ai-writing-guideThreat library for physical-access threats STRIDE and OWASP Top 10 miss — evil-maid, DMA, hostile peripheral, travel-host, coercion, cold-boot, side-channel.