jmagly
- 528 skills
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- 2 days ago last updated
- ▌ 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
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- ▌ 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
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- ▌ 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
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- ▌ 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
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- ▌ 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.
- ▌ Pr Reviewer · jmagly-ai-writing-guideReview GitHub pull requests for code quality, security, and best practices. Use for automated PR feedback and approval workflows.
- ▌ Security Disclosure Track · jmagly-ai-writing-guide bundleTrack private vulnerability reports from triage through fix, CVE coordination, embargo, publication, and post-disclosure closure
- ▌ Venv Manager · jmagly-ai-writing-guideCreate, manage, and validate Python virtual environments. Use for project isolation and dependency management.
- ▌ Crypto Primitive Selection · jmagly-ai-writing-guideDecision aid for choosing AEAD, KDF, MAC, and signature primitives — flags anti-patterns (CBC-without-MAC, ad-hoc KDF, key reuse, PBKDF2-on-high-entropy).
- ▌ Repo Analyzer · jmagly-ai-writing-guideAnalyze GitHub repositories for structure, documentation, dependencies, and contribution patterns. Use for codebase understanding and health assessment.
- ▌ Pytest Runner · jmagly-ai-writing-guideExecute Python tests with pytest, supporting fixtures, markers, coverage, and parallel execution. Use for Python test automation.
- ▌ Research Brainstorm Map · jmagly-ai-writing-guideRender idea, question, and hypothesis maps from KB graph neighbors and brainstorming notes.
- ▌ Aiwg Orchestrate · jmagly-ai-writing-guideRoute structured artifact work to AIWG workflows via MCP with zero parent context cost
- ▌ Security Engineering Quickref · jmagly-ai-writing-guideAUTO-INVOKE when user mentions cryptography, AEAD, KDF, chain of trust, signing key, auth factor, MFA, secret hygiene, supply chain trust, physical threat, DFIR readiness, or incident evidence handoff. Security-engineering quick reference — decision domains for crypto primitives, chain-of-trust, auth factors, degraded modes, supply-chain trust, physical-threat modeling, and DFIR readiness routing.
- ▌ Research Brainstorm Query · jmagly-ai-writing-guideRetrieve adjacent wiki/research context and produce exploratory synthesis for a brainstorm topic.
- ▌ Vitest Runner · jmagly-ai-writing-guideExecute JavaScript/TypeScript tests with Vitest, supporting coverage, watch mode, and parallel execution. Use for JS/TS test automation.
- ▌ Research Brainstorm Promote · jmagly-ai-writing-guidePromote selected brainstorm material into structured research questions, acquisition targets, REF candidates, gap reports, or synthesis plans.
- ▌ Eslint Checker · jmagly-ai-writing-guideRun ESLint for JavaScript/TypeScript code quality and style enforcement. Use for static analysis and auto-fixing.
- ▌ Supply Chain Hardening Quickstart · jmagly-ai-writing-guideOrchestrate a pragmatic npm supply-chain hardening pass: dependency-source audit, release-age gate, lifecycle-script review, trusted publishing, signed releases, SBOM, and user verification docs.
- ▌ Auth Factor Design · jmagly-ai-writing-guideDecision aid for authentication factor architecture — have/know/are mapping, coercion resistance, FIDO2 PIN/UV policy, and PRF hot-path anti-patterns.
- ▌ Deprecation Policy · jmagly-ai-writing-guideCompare API/ABI surfaces between refs, flag incompatible changes, and generate deprecation/changelog notes for library projects
- ▌ Supply Chain Trust · jmagly-ai-writing-guideDecision aid for supply-chain trust beyond CVE/SBOM — pinning depth, reproducible builds, snapshot pins, firmware locking, and vendor+hash-lock for critical-path deps.
- ▌ Validation Complete · jmagly-ai-writing-guideActivate and run provider-normalized validation playbooks across configured AIWG providers, including single-provider and all-provider checks.
- ▌ Cockpit Headless Deploy · jmagly-ai-writing-guide bundleGuide or repair a headless Linux AIWG Cockpit plus Agentic Sandbox deployment when host topology, SSH access, service persistence, or runtime readiness must be planned safely.
- ▌ Polyrhythmic Reasoning · jmagly-ai-writing-guideBuild a safe strict-LCM or adaptive polyrhythmic FlowGraph for explicit multi-track reasoning.
- ▌ Dataset Intelligence · jmagly-ai-writing-guideRoute any dataset, custom indexing, traceability, provenance, lineage, synchronization, or retirement request through one governed workflow. Use when a user points AIWG at data and wants an outcome without knowing schema or indexing terminology.
- ▌ Committer 2fa Audit · jmagly-ai-writing-guideAudit source-control organization settings for strong 2FA/MFA requirements across all committers
- ▌ Bun Release Age Gate · jmagly-ai-writing-guideConfigure Bun's install.minimumReleaseAge gate (7-day default, 10-day high-sensitivity) for JavaScript projects on Bun. Includes Corepack-equivalent version detection and lockfile-caveat warning.