jmagly/aiwg

200 agent markdown files indexed from jmagly/aiwg. Install any of them pinned to an exact hash with mdr add jmagly/aiwg/<name>.

AGENTS.md agents
jmagly/aiwg · AGENTS.md
git:20260804.bbd52a0 · audit A · 211 stars
CLAUDE.md claude
jmagly/aiwg · CLAUDE.md
git:20260912.8d28f67 · audit A · 211 stars
agent-loop-ext skill
jmagly/aiwg · agentic/code/addons/agent-loop/skills/agent-loop-ext/SKILL.md · Crash-resilient external agent loop with state persistence and CI/CD integration
git:20260913.7be8bcf · audit A · 211 stars
agent-loop skill
jmagly/aiwg · agentic/code/addons/agent-loop/skills/agent-loop/SKILL.md · Detect requests for iterative autonomous agent loops and route to the appropriate loop executor
v3.1.0 · audit A · 211 stars
auto-test-execution skill
jmagly/aiwg · agentic/code/addons/agent-loop/skills/auto-test-execution/SKILL.md · Automatically execute tests when code-generating agents modify source files, enforcing the execute-before-return pattern
git:20260913.7be8bcf · audit A · 211 stars
cross-task-learner skill
jmagly/aiwg · agentic/code/addons/agent-loop/skills/cross-task-learner/SKILL.md · Enable agent loops to learn from similar past tasks and share patterns across loops
v2.0.0 · audit A · 211 stars
debug-memory skill
jmagly/aiwg · agentic/code/addons/agent-loop/skills/debug-memory/SKILL.md · Query and manage the executable feedback debug memory
git:20260913.7be8bcf · audit A · 211 stars
execute-feedback skill
jmagly/aiwg · agentic/code/addons/agent-loop/skills/execute-feedback/SKILL.md · Execute tests on generated code and iterate until passing
git:20260913.7be8bcf · audit A · 211 stars
infer-completion-criteria skill
jmagly/aiwg · agentic/code/addons/agent-loop/skills/infer-completion-criteria/SKILL.md · Infer measurable completion criteria for an agent-loop task from project docs, code, and AIWG standards when the user…
git:20260720.a5c6d0f · audit A · 211 stars
mission-control skill
jmagly/aiwg · agentic/code/addons/agent-loop/skills/mission-control/SKILL.md · Orchestrate multi-loop background operations via the Mission Control dashboard — start sessions, dispatch missions…
git:20260710.9fe5af0 · audit A · 211 stars
ralph-abort skill
jmagly/aiwg · agentic/code/addons/agent-loop/skills/ralph-abort/SKILL.md · Abort a running agent loop and optionally revert changes
git:20260913.7be8bcf · audit A · 211 stars
ralph-analytics skill
jmagly/aiwg · agentic/code/addons/agent-loop/skills/ralph-analytics/SKILL.md · Show analytics and metrics from agent loop execution history
git:20260913.7be8bcf · audit A · 211 stars
ralph-attach skill
jmagly/aiwg · agentic/code/addons/agent-loop/skills/ralph-attach/SKILL.md · Attach to a running agent loop's live output stream
git:20260913.7be8bcf · audit A · 211 stars
ralph-config skill
jmagly/aiwg · agentic/code/addons/agent-loop/skills/ralph-config/SKILL.md · View and configure agent loop settings — show, set, reset, and apply named presets
git:20260913.7be8bcf · audit A · 211 stars
ralph-external skill
jmagly/aiwg · agentic/code/addons/agent-loop/skills/ralph-external/SKILL.md · Crash-resilient external loop with state persistence and CI/CD integration
git:20260913.7be8bcf · audit A · 211 stars
ralph-memory skill
jmagly/aiwg · agentic/code/addons/agent-loop/skills/ralph-memory/SKILL.md · Manage Al semantic memory entries — list, query, and clear lessons learned across loop iterations
git:20260913.7be8bcf · audit A · 211 stars
ralph-reflect skill
jmagly/aiwg · agentic/code/addons/agent-loop/skills/ralph-reflect/SKILL.md · View and manage agent loop reflections and episodic memory
git:20260913.7be8bcf · audit A · 211 stars
ralph-resume skill
jmagly/aiwg · agentic/code/addons/agent-loop/skills/ralph-resume/SKILL.md · Resume an interrupted agent loop from last checkpoint
git:20260913.7be8bcf · audit A · 211 stars
ralph-status skill
jmagly/aiwg · agentic/code/addons/agent-loop/skills/ralph-status/SKILL.md · Check status of current or previous agent loop
git:20260913.7be8bcf · audit A · 211 stars
ralph skill
jmagly/aiwg · agentic/code/addons/agent-loop/skills/ralph/SKILL.md · Execute iterative task loop until completion criteria are met - iteration beats perfection
git:20260726.1961464 · audit A · 211 stars
reflection-injection skill
jmagly/aiwg · agentic/code/addons/agent-loop/skills/reflection-injection/SKILL.md · Inject relevant past reflections into agent context at iteration start so agents learn from prior mistakes without…
git:20260913.7be8bcf · audit A · 211 stars
agent-persistence skill
jmagly/aiwg · agentic/code/addons/agent-persistence/skills/agent-persistence/SKILL.md · Enable and explain the reusable human-in-the-loop gates used by persistent agent loops for destructive actions…
git:20260728.ba1b6cb · audit A · 211 stars
cockpit-headless-deploy skill
jmagly/aiwg · agentic/code/addons/agentic-installer/skills/cockpit-headless-deploy/SKILL.md · Guide or repair a headless Linux AIWG Cockpit plus Agentic Sandbox deployment when host topology, SSH access, service…
git:20260822.6efef64 · audit A · 211 stars
setup-generate skill
jmagly/aiwg · agentic/code/addons/agentic-installer/skills/setup-generate/SKILL.md · Generate a `setup.manifest.yaml` file for a project using the `setup.aiwg.io/v1`
git:20260728.f5421f1 · audit A · 211 stars
setup-run skill
jmagly/aiwg · agentic/code/addons/agentic-installer/skills/setup-run/SKILL.md · Execute a `setup.aiwg.io/v1` SetupManifest, performing cross-platform installati
git:20260813.2b38626 · audit A · 211 stars
setup-validate skill
jmagly/aiwg · agentic/code/addons/agentic-installer/skills/setup-validate/SKILL.md · Validate a `setup.aiwg.io/v1` SetupManifest file against the schema and run cons
git:20260813.2b38626 · audit A · 211 stars
dev-doctor skill
jmagly/aiwg · agentic/code/addons/aiwg-dev/skills/dev-doctor/SKILL.md · Run a development-focused health check on the AIWG repository structure
git:20260430.89074a2 · audit A · 211 stars
dev-mode-init skill
jmagly/aiwg · agentic/code/addons/aiwg-dev/skills/dev-mode-init/SKILL.md · Switch AIWG CLI to dev mode (local repo source), rebuild, deploy dev tools, and run a health check — all via the…
git:20260430.89074a2 · audit A · 211 stars
devkit-create-addon skill
jmagly/aiwg · agentic/code/addons/aiwg-dev/skills/devkit-create-addon/SKILL.md · Create a new AIWG addon with AI-guided setup
git:20260430.89074a2 · audit A · 211 stars
devkit-create-agent skill
jmagly/aiwg · agentic/code/addons/aiwg-dev/skills/devkit-create-agent/SKILL.md · Create a new agent with AI-guided expertise definition following the Agent Design Bible
git:20260522.662e5a5 · audit A · 211 stars
devkit-create-command skill
jmagly/aiwg · agentic/code/addons/aiwg-dev/skills/devkit-create-command/SKILL.md · Create a new slash command with AI-guided behavior definition
git:20260511.8e98ff6 · audit A · 211 stars
devkit-create-extension skill
jmagly/aiwg · agentic/code/addons/aiwg-dev/skills/devkit-create-extension/SKILL.md · Create a new AIWG extension (framework expansion pack) with AI-guided setup
git:20260430.89074a2 · audit A · 211 stars
devkit-create-framework skill
jmagly/aiwg · agentic/code/addons/aiwg-dev/skills/devkit-create-framework/SKILL.md · Comma-separated phase names
git:20260430.89074a2 · audit A · 211 stars
devkit-create-skill skill
jmagly/aiwg · agentic/code/addons/aiwg-dev/skills/devkit-create-skill/SKILL.md · Enable interactive design mode
git:20260519.59f5794 · audit A · 211 stars
devkit-test skill
jmagly/aiwg · agentic/code/addons/aiwg-dev/skills/devkit-test/SKILL.md · Auto-fix discoverable issues
git:20260430.89074a2 · audit A · 211 stars
devkit-validate skill
jmagly/aiwg · agentic/code/addons/aiwg-dev/skills/devkit-validate/SKILL.md · Validate addon, framework, or extension structure and manifest
git:20260430.89074a2 · audit A · 211 stars
link-check skill
jmagly/aiwg · agentic/code/addons/aiwg-dev/skills/link-check/SKILL.md · Verify @file references in AIWG skills and agents against the linking contract — per-file or corpus-wide, with optional…
git:20260430.89074a2 · audit A · 211 stars
validate-addon skill
jmagly/aiwg · agentic/code/addons/aiwg-dev/skills/validate-addon/SKILL.md · Validate an entire AIWG addon package for completeness and release readiness
git:20260430.89074a2 · audit A · 211 stars
validate-component skill
jmagly/aiwg · agentic/code/addons/aiwg-dev/skills/validate-component/SKILL.md · Validate a single AIWG component (skill, agent, or command) for completeness and correctness
git:20260430.89074a2 · audit A · 211 stars
eval-agent skill
jmagly/aiwg · agentic/code/addons/aiwg-evals/skills/eval-agent/SKILL.md · Run evaluation tests against an agent to assess quality and archetype resistance
git:20260430.89074a2 · audit A · 211 stars
eval-report skill
jmagly/aiwg · agentic/code/addons/aiwg-evals/skills/eval-report/SKILL.md · Generate an aggregate agent quality report from evaluation results, showing scores, regressions, and recommendations
git:20260430.a9de1c7 · audit A · 211 stars
eval-workflow skill
jmagly/aiwg · agentic/code/addons/aiwg-evals/skills/eval-workflow/SKILL.md · Run evaluation tests against a multi-agent workflow to assess orchestration quality and failure archetype resistance
git:20260430.89074a2 · audit A · 211 stars
aiwg-hooks skill
jmagly/aiwg · agentic/code/addons/aiwg-hooks/skills/aiwg-hooks/SKILL.md · Install, configure, and inspect AIWG lifecycle hooks for tracing, permissions, session management, context injection…
git:20260728.ba1b6cb · audit A · 211 stars
activity-log skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/activity-log/SKILL.md · Query and manage the unified .aiwg/activity.log chronological record of AIWG-managed workflow operations
git:20260430.6d8a12e · audit A · 211 stars
add-agent skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/add-agent/SKILL.md · Scaffold a new agent definition file inside an existing addon or framework
git:20260522.662e5a5 · audit A · 211 stars
add-behavior skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/add-behavior/SKILL.md · Scaffold a new behavior definition with BEHAVIOR.md and optional scripts inside an existing addon or framework
git:20260430.6d8a12e · audit A · 211 stars
add-command skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/add-command/SKILL.md · Scaffold a new command definition inside an existing addon or framework
git:20260430.6d8a12e · audit A · 211 stars
add-skill skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/add-skill/SKILL.md · Scaffold a new SKILL.md inside an existing addon or framework
git:20260430.6d8a12e · audit A · 211 stars
add-template skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/add-template/SKILL.md · Scaffold a new document template inside an existing addon or framework
git:20260430.6d8a12e · audit A · 211 stars
aiwg-delivery-pr skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/aiwg-delivery-pr/SKILL.md · AIWG-specific delivery pull request workflow; explicit alias for aiwg-pr, not a generic repository PR guide
git:20260728.fe258b1 · audit A · 211 stars
aiwg-doctor skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/aiwg-doctor/SKILL.md · Run a comprehensive health check on the AIWG installation and workspace with pass/fail diagnostics and remediation steps
git:20260509.0a58a30 · audit A · 211 stars
aiwg-guide skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/aiwg-guide/SKILL.md · Contextual AIWG help — explains current version features, answers how-to questions, routes live queries to the steward
git:20260905.86b7958 · audit A · 211 stars
aiwg-help skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/aiwg-help/SKILL.md · Display all available AIWG CLI commands, their arguments, and usage examples
git:20260510.34fc3c4 · audit B · 211 stars
aiwg-init skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/aiwg-init/SKILL.md · Initialize AIWG configuration for an existing project by creating .aiwg/aiwg.config with provider and script entries
git:20260417.98a1fe2 · audit A · 211 stars
aiwg-issue skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/aiwg-issue/SKILL.md · AIWG project issue filing only — templates, environment capture, duplicate detection, and import flow for AIWG tracker…
git:20260904.5f96977 · audit A · 211 stars
aiwg-language-map skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/aiwg-language-map/SKILL.md · AIWG addons + extensions language map — categories, curated discover phrases, and per-bundle pointers covering…
git:20260907.6379b50 · audit A · 211 stars
aiwg-mcp-server skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/aiwg-mcp-server/SKILL.md · Manage the AIWG MCP server — start it, configure clients, and maintain the registered server registry
git:20260416.19952f7 · audit A · 211 stars
aiwg-mission skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/aiwg-mission/SKILL.md · Launch an AIWG Mission — durable, audited dynamic agent orchestration toward a completion criterion. AIWG owns the…
git:20260710.9fe5af0 · audit A · 211 stars
aiwg-pr skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/aiwg-pr/SKILL.md · AIWG-specific pull request delivery workflow for AIWG product/workspace changes; not the generic repository PR process
git:20260728.fe258b1 · audit A · 211 stars
aiwg-refresh skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/aiwg-refresh/SKILL.md · Update AIWG CLI and redeploy frameworks/tools to current project without leaving the session
git:20260825.61d6c5d · audit B · 211 stars
aiwg-regenerate-agents skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/aiwg-regenerate-agents/SKILL.md · Regenerate AGENTS.md with vendor-neutral content for multi-platform support
git:20260430.6d8a12e · audit A · 211 stars
aiwg-regenerate-claude skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/aiwg-regenerate-claude/SKILL.md · Regenerate CLAUDE.md for Claude Code with hook file architecture
git:20260511.8e98ff6 · audit A · 211 stars
aiwg-regenerate-codex skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/aiwg-regenerate-codex/SKILL.md · Regenerate Codex context file (CODEX.md or ~/.codex/instructions.md) with AIWG framework content
git:20260720.a5c6d0f · audit A · 211 stars
aiwg-regenerate-copilot skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/aiwg-regenerate-copilot/SKILL.md · Regenerate copilot-instructions.md for GitHub Copilot with vendor-specific content only
git:20260430.6d8a12e · audit A · 211 stars
aiwg-regenerate-cursorrules skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/aiwg-regenerate-cursorrules/SKILL.md · Regenerate .cursorrules for Cursor with preserved team directives
git:20260430.6d8a12e · audit A · 211 stars
aiwg-regenerate-existing-project skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/aiwg-regenerate-existing-project/SKILL.md · Transactionally extract an established project's stable metadata and provider context into WORKSPACE.md
git:20260721.bd1e67a · audit A · 211 stars
aiwg-regenerate-factory skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/aiwg-regenerate-factory/SKILL.md · Regenerate AGENTS.md for Factory AI with hook file architecture
git:20260430.6d8a12e · audit A · 211 stars
aiwg-regenerate-legacy skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/aiwg-regenerate-legacy/SKILL.md · Regenerate provider startup context using the legacy inline compatibility branch
git:20260721.bd1e67a · audit A · 211 stars
aiwg-regenerate-opencode skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/aiwg-regenerate-opencode/SKILL.md · Regenerate OpenCode context file (.opencode/context.md) with AIWG framework content
git:20260720.a5c6d0f · audit A · 211 stars
aiwg-regenerate-warp skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/aiwg-regenerate-warp/SKILL.md · Regenerate WARP.md for Warp Terminal with preserved team directives
git:20260430.6d8a12e · audit A · 211 stars
aiwg-regenerate-windsurfrules skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/aiwg-regenerate-windsurfrules/SKILL.md · Regenerate .windsurfrules for Windsurf with preserved team directives
git:20260430.6d8a12e · audit A · 211 stars
aiwg-regenerate-workspace skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/aiwg-regenerate-workspace/SKILL.md · Regenerate the canonical WORKSPACE.md-first context graph and provider adapters
git:20260721.bd1e67a · audit A · 211 stars
aiwg-regenerate skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/aiwg-regenerate/SKILL.md · Select and execute the canonical refresh, existing-project extraction, or legacy AIWG context regeneration branch
git:20260805.305721a · audit A · 211 stars
aiwg-status skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/aiwg-status/SKILL.md · Display workspace status dashboard showing installed frameworks, deployments, artifact counts, and health indicators
git:20260703.086c7a0 · audit A · 211 stars
aiwg-steward-routing-reference skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/aiwg-steward-routing-reference/SKILL.md · Tier-3 steward routing reference lookup for full CLI tables, deploy paths, issue/project-local routing, orchestration…
git:20260815.23c0e42 · audit A · 211 stars
aiwg-steward-worked-examples skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/aiwg-steward-worked-examples/SKILL.md · Tier-3 steward worked examples, report scaffolds, session reload guidance, deploy errata, Hermes composition notes, and…
git:20260709.8380839 · audit A · 211 stars
aiwg-sync skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/aiwg-sync/SKILL.md · Ensure the session's AIWG installation is current and correctly deployed to the active provider
git:20260430.6d8a12e · audit A · 211 stars
aiwg-utils-quickref skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/aiwg-utils-quickref/SKILL.md · AUTO-INVOKE for ANY AIWG capability question, framework/addon/extension query, steward routing, MCP profile, or when…
git:20260704.090afbc · audit A · 211 stars
artifact-metadata skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/artifact-metadata/SKILL.md · Manage artifact metadata, versioning, ownership, and review history across the SDLC lifecycle
git:20260430.6d8a12e · audit A · 211 stars
behavior skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/behavior/SKILL.md · Manage AIWG behavior bundles that bind reactive directives and toolset configurations to specific agent types
git:20260430.6d8a12e · audit A · 211 stars
catalog skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/catalog/SKILL.md · Browse the AIWG model catalog — list available AI models, fetch model details, and search by capability or name
git:20260430.6d8a12e · audit A · 211 stars
checkpoint skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/checkpoint/SKILL.md · Create, list, or recover mid-workflow checkpoints so interrupted work resumes from a known-good position
git:20260430.6d8a12e · audit A · 211 stars
claims-validator skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/claims-validator/SKILL.md · Validate documentation for unsupported claims, made-up metrics, and unverifiable statements
git:20260430.6d8a12e · audit A · 211 stars
cleanup-audit skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/cleanup-audit/SKILL.md · Audit codebase for dead code, unused exports, orphaned files, and stale manifests
git:20260430.6d8a12e · audit A · 211 stars
commit-and-push skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/commit-and-push/SKILL.md · Create a well-formatted git commit and push to remote repository
git:20260720.a5c6d0f · audit A · 211 stars
config-validator skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/config-validator/SKILL.md · Validate AIWG configuration files and project setup for correctness and completeness
git:20260430.6d8a12e · audit A · 211 stars
config skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/config/SKILL.md · Manage the user-level AIWG configuration file for persistent preferences across all projects
git:20260430.6d8a12e · audit A · 211 stars
context-firewall skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/context-firewall/SKILL.md · Audit provider-facing context, trust, drift, poisoning signals, and budget, then manage the reviewed baseline through a…
git:20260814.4147292 · audit A · 211 stars
contribute-start skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/contribute-start/SKILL.md · Initialize an AIWG contribution workflow by creating a feature branch, configuring DCO, and linking a tracking issue
git:20260430.6d8a12e · audit A · 211 stars
cost-history skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/cost-history/SKILL.md · Show cost trends across multiple workflow sessions, surfacing expensive operations, spending patterns, and outliers
git:20260907.6379b50 · audit A · 211 stars
cost-report skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/cost-report/SKILL.md · Generate a cost report for an AIWG session or observe per-bot OpenRouter fleet spend
git:20260813.9af4326 · audit A · 211 stars
customize-contribute-back skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/customize-contribute-back/SKILL.md · Contribute a user's AIWG customization back upstream as a PR — reviews for general applicability, creates branch, opens…
git:20260430.6d8a12e · audit A · 211 stars
customize-rebuild skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/customize-rebuild/SKILL.md · Rebuild and redeploy AIWG from local customization source — makes recent edits live
git:20260518.a560da4 · audit A · 211 stars
customize-setup skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/customize-setup/SKILL.md · Set up personal AIWG customization mode from a local clone or fork — makes your clone the live global AIWG instance so…
git:20260430.6d8a12e · audit A · 211 stars
customize-status skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/customize-status/SKILL.md · Show current AIWG customization status — mode, source path, what you've customized vs upstream
git:20260430.6d8a12e · audit A · 211 stars
customize-upstream-sync skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/customize-upstream-sync/SKILL.md · Pull the latest upstream AIWG updates into the user's fork and rebuild — preserves user customizations
git:20260430.6d8a12e · audit A · 211 stars
daemon-init skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/daemon-init/SKILL.md · Initialize AIWG daemon mode configuration from a named profile for persistent background sessions
git:20260430.6d8a12e · audit A · 211 stars
deploy-gen skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/deploy-gen/SKILL.md · Generate deployment configurations (Docker, Kubernetes) for the current project
git:20260511.8e98ff6 · audit A · 211 stars
doc-consolidate skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/doc-consolidate/SKILL.md · Crawl repository for scattered docs and consolidate into categorized reference index in .aiwg/docs/
git:20260905.86b7958 · audit A · 211 stars
doc-sync skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/doc-sync/SKILL.md · Synchronize documentation and code with bounded, scope-first drift checks
git:20260815.80ec389 · audit A · 211 stars
execution-mode skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/execution-mode/SKILL.md · Set or report the reproducibility mode governing how AIWG workflows execute, from standard to fully auditable
git:20260430.6d8a12e · audit A · 211 stars
feedback skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/feedback/SKILL.md · Submit a bug report, feature request, or feedback to the AIWG GitHub repository — prefills system context automatically
git:20260416.5d7b708 · audit A · 211 stars
git-mirror-audit skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/git-mirror-audit/SKILL.md · Verify configured secondary git mirrors are present and not drifting from the primary remote/default branch
git:20260720.a5c6d0f · audit A · 211 stars
hook-disable skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/hook-disable/SKILL.md · Disable the AIWG context hook without uninstalling AIWG or deleting hook files
git:20260720.a5c6d0f · audit A · 211 stars
hook-enable skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/hook-enable/SKILL.md · Enable the AIWG context hook in platform context files without re-deploying
git:20260720.a5c6d0f · audit A · 211 stars
hook-regenerate skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/hook-regenerate/SKILL.md · Rebuild AIWG hook files from currently installed framework manifests
git:20260720.a5c6d0f · audit A · 211 stars
hook-status skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/hook-status/SKILL.md · Show AIWG hook state across all installed providers
git:20260904.af514a5 · audit A · 211 stars
index skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/index/SKILL.md · Build, query, inspect dependencies, sync Fortemi Core cache, and report status for the searchable index of SDLC…
git:20260703.f522e47 · audit A · 211 stars
install-plugin skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/install-plugin/SKILL.md · Install Claude Code marketplace plugins or route local/Git wrappers through the supported package workflow
git:20260803.2d2114d · audit A · 211 stars
install skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/install/SKILL.md · Install AIWG-compatible packages from remote Git repositories into the current workspace
git:20260430.6d8a12e · audit A · 211 stars
list skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/list/SKILL.md · List the frameworks and addons currently installed in the workspace registry
git:20260430.6d8a12e · audit A · 211 stars
mention-conventions skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/mention-conventions/SKILL.md · Display @-mention naming conventions and placement rules
git:20260824.6627b0f · audit A · 211 stars
mention-lint skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/mention-lint/SKILL.md · Lint @-mentions for style consistency and correctness
git:20260511.8e98ff6 · audit A · 211 stars
mention-report skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/mention-report/SKILL.md · Generate traceability report from @-mentions
git:20260511.8e98ff6 · audit A · 211 stars
mention-validate skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/mention-validate/SKILL.md · Validate all @-mentions resolve to existing files
git:20260511.8e98ff6 · audit A · 211 stars
mention-wire skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/mention-wire/SKILL.md · Analyze codebase and inject @-mentions for traceability
git:20260430.6d8a12e · audit A · 211 stars
metrics-tokens skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/metrics-tokens/SKILL.md · Analyze token usage efficiency against the MetaGPT baseline and surface per-step optimization opportunities
git:20260430.6d8a12e · audit A · 211 stars
migrate-hook skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/migrate-hook/SKILL.md · Migrate existing CLAUDE.md full-injection to the AIWG.md hook file architecture
git:20260720.a5c6d0f · audit A · 211 stars
migrate-workspace skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/migrate-workspace/SKILL.md · Migrate the .aiwg/ directory from single-framework layout to the multi-framework layout with an automatic backup
git:20260430.6d8a12e · audit A · 211 stars
new-bundle skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/new-bundle/SKILL.md · Scaffold a project-local extension, addon, framework, plugin, or provider bundle under the configured AIWG artifact…
git:20260724.8409bbe · audit A · 211 stars
new-project skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/new-project/SKILL.md · Scaffold a new AIWG-managed project with .aiwg/ directory structure, starter CLAUDE.md, and framework registry. Use…
git:20260618.06f46ff · audit A · 211 stars
nl-router skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/nl-router/SKILL.md · Route natural language requests to appropriate skills and workflows by parsing intent and matching trigger patterns
git:20260430.6d8a12e · audit A · 211 stars
ops skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/ops/SKILL.md · Manage the AIWG ops ecosystem of sysops, devops, and itops workspaces and frameworks
git:20260430.6d8a12e · audit A · 211 stars
package-all-plugins skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/package-all-plugins/SKILL.md · Batch package every AIWG/Codex marketplace wrapper in the workspace into distributable plugin archives — runs…
git:20260724.177357a · audit A · 211 stars
package-plugin skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/package-plugin/SKILL.md · Package a built-in or standalone project-local AIWG plugin wrapper for marketplace distribution
git:20260724.0602b0f · audit A · 211 stars
packages skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/packages/SKILL.md · Manage remotely installed AIWG packages sourced from Git repositories via list, info, and remove subcommands
git:20260430.6d8a12e · audit A · 211 stars
parallel-dispatch skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/parallel-dispatch/SKILL.md · Launch multiple agents concurrently, collect their results, and handle timeouts for fan-out orchestration patterns
git:20260430.6d8a12e · audit A · 211 stars
plugin-status skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/plugin-status/SKILL.md · List installed Claude Code marketplace plugins with version, install date, and enabled status
git:20260703.086c7a0 · audit A · 211 stars
prefill-cards skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/prefill-cards/SKILL.md · Auto-populate SDLC artifact metadata headers across all templates using team profile configuration
git:20260511.8e98ff6 · audit A · 211 stars
project-awareness skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/project-awareness/SKILL.md · Detect project type, AIWG framework state, team configuration, and active work to summarize status and recommend next…
git:20260430.6d8a12e · audit A · 211 stars
project-status skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/project-status/SKILL.md · Cross-framework project status aggregator — discovers contributors from installed frameworks, runs declarative…
git:20260720.a5c6d0f · audit A · 211 stars
promote skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/promote/SKILL.md · Promote or graduate a project-local bundle to its upstream AIWG location or to a private corpus path.
git:20260724.8409bbe · audit A · 211 stars
remove skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/remove/SKILL.md · Remove a deployed framework or addon from the current workspace
git:20260430.6d8a12e · audit A · 211 stars
reproducibility-validate skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/reproducibility-validate/SKILL.md · Run a workflow multiple times and compare outputs to produce a similarity score and pass/fail verdict
git:20260430.6d8a12e · audit A · 211 stars
roko-voice skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/roko-voice/SKILL.md · Transform standard technical content into ROKO voice — dense technical mythology wrapped in cypherpunk cultural…
git:20260430.6d8a12e · audit A · 211 stars
rollback-workspace skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/rollback-workspace/SKILL.md · Restore the .aiwg/ directory from a migrate-workspace backup, listing available backups when none is specified
git:20260430.6d8a12e · audit A · 211 stars
run skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/run/SKILL.md · Execute a named script defined in .aiwg/aiwg.config or list all available scripts
git:20260430.6d8a12e · audit B · 211 stars
runtime-info skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/runtime-info/SKILL.md · Display a comprehensive runtime environment report covering detected provider, available tools, AIWG version, and…
git:20260430.6d8a12e · audit A · 211 stars
scaffold-addon skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/scaffold-addon/SKILL.md · Create a complete addon package structure inside agentic/code/addons/. Use when authoring an expansion (addon) for AIWG.
git:20260618.06f46ff · audit A · 211 stars
scaffold-extension skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/scaffold-extension/SKILL.md · Create a new extension package inside an existing framework's extensions/ directory. Use when authoring an expansion…
git:20260618.06f46ff · audit A · 211 stars
scaffold-framework skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/scaffold-framework/SKILL.md · Create a complete framework package structure inside agentic/code/frameworks/. Use when authoring an expansion…
git:20260618.06f46ff · audit A · 211 stars
schedule skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/schedule/SKILL.md · Route recurring work to a provider-native scheduler or an explicitly external host scheduler
git:20260801.ba2fd67 · audit A · 211 stars
sdlc-accelerate skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/sdlc-accelerate/SKILL.md · End-to-end SDLC ramp-up from idea to construction-ready with automated phase transitions
git:20260913.7be8bcf · audit A · 211 stars
session-explore skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/session-explore/SKILL.md · Investigate past AI session activity with cited catalog search, timelines, tool analytics, and bounded comparisons…
git:20260907.6379b50 · audit A · 211 stars
session-harvest skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/session-harvest/SKILL.md · Extract cited decisions, requirements, risks, entities, and relationships from session history and review exact…
git:20260907.6379b50 · audit A · 211 stars
session skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/session/SKILL.md · Start an agentic session with pre-flight health checks, auto-repair, optional MCP injection, and provider launch
git:20260907.6379b50 · audit A · 211 stars
skills skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/skills/SKILL.md · Manage the AIWG skills registry by listing, searching, inspecting, installing, and publishing skills
git:20260430.6d8a12e · audit A · 211 stars
snapshot skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/snapshot/SKILL.md · Capture, list, show, or replay point-in-time workflow snapshots so execution state can be preserved and reproduced
git:20260430.6d8a12e · audit A · 211 stars
soul-apply skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/soul-apply/SKILL.md · Apply a SOUL.md identity to content generation, incorporating worldview, opinions, and character
git:20260430.6d8a12e · audit A · 211 stars
soul-blend skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/soul-blend/SKILL.md · Merge multiple SOUL.md files into a composite persona for team-level agents or multi-perspective characters
git:20260508.be723b0 · audit A · 211 stars
soul-create skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/soul-create/SKILL.md · Generate a SOUL.md identity file from source material, interactive prompts, or an existing voice profile. Use when…
git:20260618.06f46ff · audit A · 211 stars
soul-disable skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/soul-disable/SKILL.md · Disable soul enforcement without deleting SOUL.md or soul files
git:20260720.a5c6d0f · audit A · 211 stars
soul-enable skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/soul-enable/SKILL.md · Enable soul enforcement by wiring SOUL.md into platform context files and deploying the enforcement rule
git:20260720.a5c6d0f · audit A · 211 stars
soul-enhance skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/soul-enhance/SKILL.md · Improve an existing SOUL.md by identifying vague sections, suggesting missing content, and generating calibration…
git:20260508.be723b0 · audit A · 211 stars
soul-status skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/soul-status/SKILL.md · Show SOUL.md enforcement state across all installed providers with quality check
git:20260904.af514a5 · audit A · 211 stars
soul-to-voice skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/soul-to-voice/SKILL.md · Generate an AIWG voice profile from an existing SOUL.md identity file
git:20260720.a5c6d0f · audit A · 211 stars
soul-validate skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/soul-validate/SKILL.md · Validate a SOUL.md file against community best practices and quality criteria
git:20260508.be723b0 · audit A · 211 stars
steward-prep-delivery skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/steward-prep-delivery/SKILL.md · Steward-assisted prep for filing issues and PRs — environment capture, template selection, duplicate detection…
git:20260814.54dd695 · audit A · 211 stars
steward-quickref skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/steward-quickref/SKILL.md · AUTO-INVOKE for steward feature-domain routing — authoring an expansion (extension/addon/framework), creating or…
git:20260903.10cd92c · audit A · 211 stars
steward skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/steward/SKILL.md · Provide provider capability awareness and route commands by answering what the current provider supports natively vs…
git:20260915.9a72bf2 · audit A · 211 stars
summarize-transcript skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/summarize-transcript/SKILL.md · Analyze and summarize a transcript, meeting notes, or discussion thread into a clear actionable document
git:20260907.6379b50 · audit A · 211 stars
team skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/team/SKILL.md · Orchestrate multi-agent teams across AIWG providers natively on Claude Code or emulated via Mission Control elsewhere
git:20260430.6d8a12e · audit A · 211 stars
template-engine skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/template-engine/SKILL.md · Load, validate, and populate templates consistently across frameworks
git:20260430.6d8a12e · audit A · 211 stars
uninstall-plugin skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/uninstall-plugin/SKILL.md · Remove a previously installed Claude Code marketplace plugin and unregister it from the local plugin registry
git:20260703.086c7a0 · audit A · 211 stars
update skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/update/SKILL.md · Update AIWG through its install-aware updater and re-deploy all installed frameworks from the registry
git:20260724.69de3e7 · audit A · 211 stars
use skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/use/SKILL.md · Deploy AIWG frameworks and addons to the current workspace across supported providers
git:20260509.0a58a30 · audit A · 211 stars
validate-metadata skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/validate-metadata/SKILL.md · Validate AIWG extension definitions against the metadata schema and report errors with field names, line numbers, and…
git:20260513.5224108 · audit A · 211 stars
version skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/version/SKILL.md · Display the current AIWG version, release channel, and installation path
git:20260430.6d8a12e · audit A · 211 stars
voice-to-soul skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/voice-to-soul/SKILL.md · Generate a SOUL.md from an existing AIWG voice profile
git:20260720.a5c6d0f · audit A · 211 stars
workspace-health skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/workspace-health/SKILL.md · Assess workspace alignment and recommend cleanup or realignment actions at key lifecycle transition points
git:20260511.8e98ff6 · audit A · 211 stars
workspace-prune-working skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/workspace-prune-working/SKILL.md · Clean up .aiwg/working/ by promoting, archiving, or deleting temporary files
git:20260430.6d8a12e · audit A · 211 stars
workspace-realign skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/workspace-realign/SKILL.md · Reorganize and update .aiwg/ documentation to reflect current project reality
git:20260430.6d8a12e · audit A · 211 stars
workspace-reset skill
jmagly/aiwg · agentic/code/addons/aiwg-utils/skills/workspace-reset/SKILL.md · Wipe .aiwg/ directory and optionally restart with fresh intake
git:20260511.8e98ff6 · audit A · 211 stars
auto-memory skill
jmagly/aiwg · agentic/code/addons/auto-memory/skills/auto-memory/SKILL.md · Configure AIWG automatic-memory seed templates for project overview, testing, debugging, and architecture knowledge…
git:20260728.ba1b6cb · audit A · 211 stars
browser-doctor skill
jmagly/aiwg · agentic/code/addons/browser-control/skills/browser-doctor/SKILL.md · Read-only health check on browser-control setup. Verifies browser binary, Playwright MCP Bridge extension presence…
v0.1.0-draft · audit A · 211 stars
browser-reset skill
jmagly/aiwg · agentic/code/addons/browser-control/skills/browser-reset/SKILL.md · Reconfigure the browser-control wiring. Rotate the Playwright MCP Bridge token, switch the target browser, or fully…
v0.1.0-draft · audit A · 211 stars
browser-setup skill
jmagly/aiwg · agentic/code/addons/browser-control/skills/browser-setup/SKILL.md · Interactive wizard that wires up @playwright/mcp end-to-end — detects the user's browsers, walks through Playwright MCP…
v0.1.0-draft · audit A · 211 stars
century-readiness-review skill
jmagly/aiwg · agentic/code/addons/century-readiness/skills/century-readiness-review/SKILL.md · Review long-horizon obligations, stable cores, dependencies, replacement paths, stewardship, degradation, evidence, and…
git:20260816.c479b2a · audit A · 211 stars
civic-newsroom-plan skill
jmagly/aiwg · agentic/code/addons/civic-action/skills/civic-newsroom-plan/SKILL.md · Plan an evidence-bound civic newsroom workflow with provenance, privacy, citation, correction, accessibility, and human…
git:20260901.3dabf81 · audit A · 211 stars
civic-publish-gate skill
jmagly/aiwg · agentic/code/addons/civic-action/skills/civic-publish-gate/SKILL.md · Run deterministic source, citation, freshness, privacy, meeting-certainty, accessibility, correction-state, and…
git:20260901.3dabf81 · audit A · 211 stars
editorial-correction-review skill
jmagly/aiwg · agentic/code/addons/civic-action/skills/editorial-correction-review/SKILL.md · Review a challenged civic claim and prepare a visible, append-only correction or withdrawal with downstream propagation…
git:20260901.3dabf81 · audit A · 211 stars
local-resource-index skill
jmagly/aiwg · agentic/code/addons/civic-action/skills/local-resource-index/SKILL.md · Index cited local emergency, transit, and human-service resources with authority, freshness, correction, and takedown…
git:20260901.3dabf81 · audit A · 211 stars
public-meeting-reconcile skill
jmagly/aiwg · agentic/code/addons/civic-action/skills/public-meeting-reconcile/SKILL.md · Reconcile a supplied public-meeting transcript, vote ledger, and official minutes while preserving uncertainty and…
git:20260901.3dabf81 · audit A · 211 stars
public-records-plan skill
jmagly/aiwg · agentic/code/addons/civic-action/skills/public-records-plan/SKILL.md · Research, draft, and track a jurisdiction-specific public-records request without legal conclusions or automated…
git:20260901.3dabf81 · audit A · 211 stars
public-technology-review skill
jmagly/aiwg · agentic/code/addons/civic-action/skills/public-technology-review/SKILL.md · Build a vendor-neutral, source-linked public-technology procurement evidence and risk review without autonomous scoring…
git:20260901.3dabf81 · audit A · 211 stars
source-compliance-gate skill
jmagly/aiwg · agentic/code/addons/civic-action/skills/source-compliance-gate/SKILL.md · Evaluate source access, rights, robots, authorization, provenance, and freshness before automated acquisition or public…
git:20260901.3dabf81 · audit A · 211 stars
composition-evaluate skill
jmagly/aiwg · agentic/code/addons/composition-engine/skills/composition-evaluate/SKILL.md · Compare FlowGraph composition policies with fixed tasks, requested-versus-realized resources, failure injection, and an…
git:20260822.2a3b34a · audit A · 211 stars
composition-validate skill
jmagly/aiwg · agentic/code/addons/composition-engine/skills/composition-validate/SKILL.md · Validate a Flow graph manifest, explain semantic diagnostics, and emit one provider-neutral normalized composition…
git:20260822.b3a31c0 · audit A · 211 stars
polyrhythmic-reasoning skill
jmagly/aiwg · agentic/code/addons/composition-engine/skills/polyrhythmic-reasoning/SKILL.md · Build a safe strict-LCM or adaptive polyrhythmic FlowGraph for explicit multi-track reasoning.
git:20260822.39c876a · audit A · 211 stars
compound-memory skill
jmagly/aiwg · agentic/code/addons/compound-memory/skills/compound-memory/SKILL.md · Orchestrate governed persistent project memory across immutable evidence, llm-wiki, line-memory, reviewed session…
git:20260802.29441ed · audit A · 211 stars
daemon-status skill
jmagly/aiwg · agentic/code/addons/daemon/skills/daemon-status/SKILL.md · Show daemon health, active sessions, task queue, and subsystem status
v2026.3.0 · audit A · 211 stars
dataset-capability-recommend skill
jmagly/aiwg · agentic/code/addons/dataset-intelligence/skills/dataset-capability-recommend/SKILL.md · Recommend an independently composable dataset capability profile with plain-language rationale and safe defaults.
v1.0.0 · audit A · 211 stars
dataset-export skill
jmagly/aiwg · agentic/code/addons/dataset-intelligence/skills/dataset-export/SKILL.md · Plan and delegate a governed portable dataset or lineage export with explicit standards coverage and loss reporting.
v1.0.0 · audit A · 211 stars
dataset-ingest skill
jmagly/aiwg · agentic/code/addons/dataset-intelligence/skills/dataset-ingest/SKILL.md · Delegate approved one-shot or incremental dataset execution to the shared orchestration service with resumable receipts.
v1.0.0 · audit A · 211 stars
dataset-intake skill
jmagly/aiwg · agentic/code/addons/dataset-intelligence/skills/dataset-intake/SKILL.md · Turn a source path or URI and desired outcome into a governed dataset intake envelope for any AIWG domain.
v1.0.0 · audit A · 211 stars
dataset-intelligence skill
jmagly/aiwg · agentic/code/addons/dataset-intelligence/skills/dataset-intelligence/SKILL.md · Route any dataset, custom indexing, traceability, provenance, lineage, synchronization, or retirement request through…
v1.0.0 · audit A · 211 stars
dataset-plan-review skill
jmagly/aiwg · agentic/code/addons/dataset-intelligence/skills/dataset-plan-review/SKILL.md · Review an immutable dataset plan, impacts, capability degradation, and approval requirements before execution.
v1.0.0 · audit A · 211 stars
dataset-retire skill
jmagly/aiwg · agentic/code/addons/dataset-intelligence/skills/dataset-retire/SKILL.md · Plan and delegate safe dataset retirement, tombstoning, derived-artifact cleanup, and reconciliation.
v1.0.0 · audit A · 211 stars
dataset-source-assess skill
jmagly/aiwg · agentic/code/addons/dataset-intelligence/skills/dataset-source-assess/SKILL.md · Plan and review a bounded, non-mutating dataset source check and redacted preview.
v1.0.0 · audit A · 211 stars
dataset-trace skill
jmagly/aiwg · agentic/code/addons/dataset-intelligence/skills/dataset-trace/SKILL.md · Explain dataset, record, field, index, graph, and export lineage using evidence-bearing bounded queries.
v1.0.0 · audit A · 211 stars

Source

github.com/jmagly/aiwg · 211 stars · license MIT · pushed 2026-09-23