jmagly
UserCognitive architecture for AI-augmented software development. Specialized agents, structured workflows, and multi-platform deployment. Claude Code · Codex · Copilot · Cursor · Factory · Warp · Windsurf.
Categories
Indexed Skills (51)
agent-loop-ext
Crash-resilient external agent loop with state persistence and CI/CD integration
agent-loop
Detect requests for iterative autonomous agent loops and route to the appropriate loop executor
cross-task-learner
Enable agent loops to learn from similar past tasks and share patterns across loops
execute-feedback
Execute tests on generated code and iterate until passing
infer-completion-criteria
Infer measurable completion criteria for an agent-loop task from project docs, code, and AIWG standards when the user has not supplied --completion explicitly
ralph-abort
Abort a running agent loop and optionally revert changes
ralph-attach
Attach to a running agent loop's live output stream
ralph-config
View and configure agent loop settings — show, set, reset, and apply named presets
ralph-external
Crash-resilient external loop with state persistence and CI/CD integration
ralph-memory
Manage Al semantic memory entries — list, query, and clear lessons learned across loop iterations
ralph-reflect
View and manage agent loop reflections and episodic memory
ralph-resume
Resume an interrupted agent loop from last checkpoint
ralph
Execute iterative task loop until completion criteria are met - iteration beats perfection
aiwg-doctor
Run a comprehensive health check on the AIWG installation and workspace with pass/fail diagnostics and remediation steps
aiwg-help
Display all available AIWG CLI commands, their arguments, and usage examples
ralph-status
Check status of current or previous agent loop
devkit-create-skill
Enable interactive design mode
debug-memory
Query and manage the executable feedback debug memory
ralph-analytics
Show analytics and metrics from agent loop execution history
agent-persistence
Enable and explain the reusable human-in-the-loop gates used by persistent agent loops for destructive actions, false-positive overrides, and recovery escalation.
aiwg-hooks
Install, configure, and inspect AIWG lifecycle hooks for tracing, permissions, session management, context injection, and quality gates.
aiwg-delivery-pr
AIWG-specific delivery pull request workflow; explicit alias for aiwg-pr, not a generic repository PR guide
auto-test-execution
Automatically execute tests when code-generating agents modify source files, enforcing the execute-before-return pattern
mission-control
Orchestrate multi-loop background operations via the Mission Control dashboard — start sessions, dispatch missions, monitor, and stop
reflection-injection
Inject relevant past reflections into agent context at iteration start so agents learn from prior mistakes without repeating them
setup-generate
Generate a `setup.manifest.yaml` file for a project using the `setup.aiwg.io/v1`
setup-run
Execute a `setup.aiwg.io/v1` SetupManifest, performing cross-platform installati
setup-validate
Validate a `setup.aiwg.io/v1` SetupManifest file against the schema and run cons
dev-doctor
Run a development-focused health check on the AIWG repository structure
dev-mode-init
Switch AIWG CLI to dev mode (local repo source), rebuild, deploy dev tools, and run a health check — all via the Steward agent
devkit-create-agent
Create a new agent with AI-guided expertise definition following the Agent Design Bible
devkit-create-command
Create a new slash command with AI-guided behavior definition
devkit-create-extension
Create a new AIWG extension (framework expansion pack) with AI-guided setup
devkit-validate
Validate addon, framework, or extension structure and manifest
link-check
Verify @file references in AIWG skills and agents against the linking contract — per-file or corpus-wide, with optional auto-fix
validate-addon
Validate an entire AIWG addon package for completeness and release readiness
validate-component
Validate a single AIWG component (skill, agent, or command) for completeness and correctness
eval-agent
Run evaluation tests against an agent to assess quality and archetype resistance
eval-report
Generate an aggregate agent quality report from evaluation results, showing scores, regressions, and recommendations
eval-workflow
Run evaluation tests against a multi-agent workflow to assess orchestration quality and failure archetype resistance
activity-log
Query and manage the unified .aiwg/activity.log chronological record of AIWG-managed workflow operations
add-agent
Scaffold a new agent definition file inside an existing addon or framework
add-behavior
Scaffold a new behavior definition with BEHAVIOR.md and optional scripts inside an existing addon or framework
add-command
Scaffold a new command definition inside an existing addon or framework
add-skill
Scaffold a new SKILL.md inside an existing addon or framework
add-template
Scaffold a new document template inside an existing addon or framework
aiwg-guide
Contextual AIWG help — explains current version features, answers how-to questions, routes live queries to the steward
devkit-create-addon
Create a new AIWG addon with AI-guided setup
devkit-create-framework
Comma-separated phase names
devkit-test
Auto-fix discoverable issues
vm-base-image-build-skill
Build or refresh the agentic-sandbox QEMU base image so it ships the current agent-client binary, the self-enrolling agent-client.service, the virtio-vsock guest transport, and an up-to-date kernel/libs/tool set. Use when the base image is stale, after an agent-client change, or when wiring the vsock transport (ADR-023/026,
Bio shown is the top-scored skill's repo description as a fallback — real GitHub bios land in a future update.