~ / rigs / jmagly / aiwg

jmagly/aiwg

Cognitive architecture for AI-augmented software development. Specialized agents, structured workflows, and multi-platform deployment. Claude Code · Codex · Copilot · Cursor · Factory · Warp · Windsurf.

↗ GitHub ★ 219 mit updated 6d ago collection Claude CodeCodexCursor Claude plugin
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ARCHETYPE
Skill Collector
Ten-plus skills loaded on demand. A procedural-knowledge library.
CONTEXT TAX · EVERY TURN
~7.7k tokens
Heavy · median rig: 2.3k · breakdown
GUARDRAILS
0/5
No committed guardrails · details

Copy this rig

$ git clone --depth 1 https://github.com/jmagly/aiwg

MCP servers are added to Claude Code at local scope; env vars are shown as YOUR_… placeholders — we never store values. Files are fetched with degit into a separate folder so you can review before merging.

$ npx degit jmagly/aiwg/agentic/code/addons/agent-loop/skills/agent-loop-ext .claude/skills/agent-loop-ext
$ npx degit jmagly/aiwg/agentic/code/addons/agent-loop/skills/agent-loop .claude/skills/agent-loop
$ npx degit jmagly/aiwg/agentic/code/addons/agent-loop/skills/auto-test-execution .claude/skills/auto-test-execution
$ npx degit jmagly/aiwg/agentic/code/addons/agent-loop/skills/cross-task-learner .claude/skills/cross-task-learner
$ npx degit jmagly/aiwg/agentic/code/addons/agent-loop/skills/debug-memory .claude/skills/debug-memory
$ npx degit jmagly/aiwg/agentic/code/addons/agent-loop/skills/execute-feedback .claude/skills/execute-feedback
$ npx degit jmagly/aiwg/agentic/code/addons/agent-loop/skills/infer-completion-criteria .claude/skills/infer-completion-criteria
$ npx degit jmagly/aiwg/agentic/code/addons/agent-loop/skills/mission-control .claude/skills/mission-control
$ npx degit jmagly/aiwg/agentic/code/addons/agent-loop/skills/ralph-abort .claude/skills/ralph-abort
$ npx degit jmagly/aiwg/agentic/code/addons/agent-loop/skills/ralph-analytics .claude/skills/ralph-analytics
$ npx degit jmagly/aiwg/agentic/code/addons/agent-loop/skills/ralph-attach .claude/skills/ralph-attach
$ npx degit jmagly/aiwg/agentic/code/addons/agent-loop/skills/ralph-config .claude/skills/ralph-config
$ npx degit jmagly/aiwg/agentic/code/addons/agent-loop/skills/ralph-external .claude/skills/ralph-external
$ npx degit jmagly/aiwg/agentic/code/addons/agent-loop/skills/ralph-memory .claude/skills/ralph-memory
$ npx degit jmagly/aiwg/agentic/code/addons/agent-loop/skills/ralph-reflect .claude/skills/ralph-reflect
$ npx degit jmagly/aiwg/agentic/code/addons/agent-loop/skills/ralph-resume .claude/skills/ralph-resume
$ npx degit jmagly/aiwg/agentic/code/addons/agent-loop/skills/ralph-status .claude/skills/ralph-status
$ npx degit jmagly/aiwg/agentic/code/addons/agent-loop/skills/ralph .claude/skills/ralph
$ npx degit jmagly/aiwg/agentic/code/addons/agent-loop/skills/reflection-injection .claude/skills/reflection-injection
$ npx degit jmagly/aiwg/agentic/code/addons/agent-persistence/skills/agent-persistence .claude/skills/agent-persistence
$ npx degit jmagly/aiwg/agentic/code/addons/agentic-installer/skills/cockpit-headless-deploy .claude/skills/cockpit-headless-deploy
$ npx degit jmagly/aiwg/agentic/code/addons/agentic-installer/skills/setup-generate .claude/skills/setup-generate
$ npx degit jmagly/aiwg/agentic/code/addons/agentic-installer/skills/setup-run .claude/skills/setup-run
$ npx degit jmagly/aiwg/agentic/code/addons/agentic-installer/skills/setup-validate .claude/skills/setup-validate
$ npx degit jmagly/aiwg/agentic/code/addons/aiwg-dev/skills/dev-doctor .claude/skills/dev-doctor
$ npx degit jmagly/aiwg/agentic/code/addons/aiwg-dev/skills/dev-mode-init .claude/skills/dev-mode-init
$ npx degit jmagly/aiwg/agentic/code/addons/aiwg-dev/skills/devkit-create-addon .claude/skills/devkit-create-addon
$ npx degit jmagly/aiwg/agentic/code/addons/aiwg-dev/skills/devkit-create-agent .claude/skills/devkit-create-agent
$ npx degit jmagly/aiwg/agentic/code/addons/aiwg-dev/skills/devkit-create-command .claude/skills/devkit-create-command
$ npx degit jmagly/aiwg/agentic/code/addons/aiwg-dev/skills/devkit-create-extension .claude/skills/devkit-create-extension
$ npx degit jmagly/aiwg/agentic/code/addons/aiwg-dev/skills/devkit-create-framework .claude/skills/devkit-create-framework
$ npx degit jmagly/aiwg/agentic/code/addons/aiwg-dev/skills/devkit-create-skill .claude/skills/devkit-create-skill
$ npx degit jmagly/aiwg/agentic/code/addons/aiwg-dev/skills/devkit-test .claude/skills/devkit-test
$ npx degit jmagly/aiwg/agentic/code/addons/aiwg-dev/skills/devkit-validate .claude/skills/devkit-validate
$ npx degit jmagly/aiwg/agentic/code/addons/aiwg-dev/skills/link-check .claude/skills/link-check
$ npx degit jmagly/aiwg/agentic/code/addons/aiwg-dev/skills/validate-addon .claude/skills/validate-addon
$ npx degit jmagly/aiwg/agentic/code/addons/aiwg-dev/skills/validate-component .claude/skills/validate-component
$ npx degit jmagly/aiwg/agentic/code/addons/aiwg-evals/skills/eval-agent .claude/skills/eval-agent
$ npx degit jmagly/aiwg/agentic/code/addons/aiwg-evals/skills/eval-report .claude/skills/eval-report
$ npx degit jmagly/aiwg/agentic/code/addons/aiwg-evals/skills/eval-workflow .claude/skills/eval-workflow

This rig commits no guardrails. Here is the community baseline instead — the deny/ask rules most often found across all 7,204 rigs:

{
  "permissions": {
    "deny": [
      "Read(./.env)",
      "Read(**/.env)",
      "Read(~/.ssh/**)",
      "Bash(rm -rf *)",
      "Read(**/*.pem)",
      "Bash(rm -rf /)",
      "Bash(git push --force:*)",
      "Bash(sudo *)",
      "Read(.env)",
      "Bash(rm -rf /*)",
      "Read(./.env.*)",
      "Read(~/.aws/**)",
      "Bash(git push --force*)",
      "Bash(rm -rf:*)",
      "Read(**/*.key)",
      "Read(**/.env.*)",
      "Bash(sudo:*)",
      "Bash(git reset --hard*)",
      "Bash(git reset --hard:*)",
      "Read(.env.*)"
    ],
    "ask": [
      "Bash(git push:*)",
      "Bash(git push *)",
      "Bash(git commit:*)",
      "Bash(rm *)",
      "Bash(rm:*)",
      "Bash(git rebase *)",
      "Bash(wget *)",
      "Bash(npm publish:*)",
      "Bash(git commit *)",
      "Bash(gh pr merge *)"
    ]
  }
}

Skills (149)

agent-loop-extagent-loopauto-test-executioncross-task-learnerdebug-memoryexecute-feedbackinfer-completion-criteriamission-controlralph-abortralph-analyticsralph-attachralph-configralph-externalralph-memoryralph-reflectralph-resumeralph-statusralphreflection-injectionagent-persistencecockpit-headless-deploysetup-generatesetup-runsetup-validatedev-doctordev-mode-initdevkit-create-addondevkit-create-agentdevkit-create-commanddevkit-create-extensiondevkit-create-frameworkdevkit-create-skilldevkit-testdevkit-validatelink-checkvalidate-addonvalidate-componenteval-agenteval-reporteval-workflowaiwg-hooksactivity-logadd-agentadd-behavioradd-commandadd-skilladd-templateaiwg-delivery-praiwg-doctoraiwg-guideaiwg-helpaiwg-initaiwg-issueaiwg-language-mapaiwg-mcp-serveraiwg-missionaiwg-praiwg-refreshaiwg-regenerate-agentsaiwg-regenerate-claudeaiwg-regenerate-codexaiwg-regenerate-copilotaiwg-regenerate-cursorrulesaiwg-regenerate-existing-projectaiwg-regenerate-factoryaiwg-regenerate-legacyaiwg-regenerate-opencodeaiwg-regenerate-warpaiwg-regenerate-windsurfrulesaiwg-regenerate-workspaceaiwg-regenerateaiwg-statusaiwg-steward-routing-referenceaiwg-steward-worked-examplesaiwg-syncaiwg-utils-quickrefartifact-metadatabehaviorcatalogcheckpointclaims-validatorcleanup-auditcommit-and-pushconfig-validatorconfigcontext-firewallcontribute-startcost-historycost-reportcustomize-contribute-backcustomize-rebuildcustomize-setupcustomize-statuscustomize-upstream-syncdaemon-initdeploy-gendoc-consolidatedoc-synceffect-ledgerexecution-modefeedbackgit-mirror-audithook-disablehook-enablehook-regeneratehook-statusinstall-plugininstalllistmention-conventionsmention-lintmention-reportmention-validatemention-wiremetrics-tokensmigrate-hookmigrate-workspacenew-bundlenew-projectnl-routeropspackage-all-pluginspackage-pluginpackagesparallel-dispatchplugin-statusprefill-cardsproject-awarenessproject-statuspromoteremovereproducibility-validateroko-voicerollback-workspacerunruntime-infoscaffold-addonscaffold-extensionscaffold-frameworkschedulesdlc-acceleratesession-exploresession-harvestsessionskillssnapshotsoul-applysoul-blendsoul-create

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