AI Dev Kit
AI Dev Kit is a complete plugin-oriented developer workspace for AI coding assistants. It ships everything needed to run professional-grade engineering workflows — TDD, code…
Plugin bundle · by noah-sheldon
About
AI Dev Kit is a plugin bundle for AI coding tools published by noah-sheldon. Marketplaces we read that list it: 1 (Claude Code: claude-plugins-community). We first saw it on 2026-10-11 and have recorded no change since. As of our marketplace pass on 2026-10-12.
AI Dev Kit is a complete plugin-oriented developer workspace for AI coding assistants. It ships everything needed to run professional-grade engineering workflows — TDD, code review, security audit, CI/CD, ML pipelines, infrastructure-as-code, code quality analysis, and debt tracking across Claude Code, Codex, OpenCode, and Gemini CLI. Think of it as a system prompt that scales to 59 specialized skills and 33 domain agents, with lifecycle hooks and automated validation.
What it asks for
- Installs as a plugin bundle
None of the marketplaces we read publishes its tools or the settings it asks for.
What it declares, asks for and runs, in full
Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.
Works with
- Claude Code
From the marketplaces that list it and the MCP transport it declares, as each client documents them. We do not test plugins.
Connect
No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.
Where it is published
| Marketplace | Status | Version | Figures | Verified | First seen |
|---|---|---|---|---|---|
| Claude Code: claude-plugins-community (Open the source on GitHub) | Listed | 1.1.0 | Forks (GitHub): 0 Stars (GitHub): 13 |
Not marked |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
What the bundle contains
As published on Claude Code: claude-plugins-community.
Skills: 59
agentic-engineeringapi-designapi-integrationsarchitecture-decision-recordsautonomous-agent-harnessautonomous-loopsaws-deploymentaws-devopsbackend-patternsbacklog-managementci-pipelineclaude-api
Show the remaining 47
code-reviewcodebase-onboardingcodebase-reportcoding-standardscontext-prunecontinuous-agent-loopdata-pipelinesdata-pipelines-aidatabase-migrationsdeep-researchdeployment-patternsdmux-workflowsdocker-patternsdocument-processingdocumentation-lookupe2e-testingeval-harnessexa-searchfrontend-designfrontend-patternsgit-workflowgithub-opshexagonal-architectureiterative-retrievallangchain-llamaindexmcp-server-patternsmlops-ragmlops-workflowmulti-agent-git-workflowobservability-telemetryopenai-apipostgres-patternsprompt-optimizerpython-patternspython-testingpytorch-patternssearch-firstsecurity-reviewsecurity-scanskill-authoringtdd-workflowtechnical-debt-reporttoken-budget-advisortypescript-patternsverification-loopworkflow-statuswxt-chrome-extension
Commands: 41
build-fixcheckpointcode-reviewcontext-budgetcontext-prunedoctore2eevalfeature-devgit-agenthookifyhookify-configure
Show the remaining 29
hookify-helphookify-listinstalllaunchlearnlearn-evalloop-startloop-statusml-reviewmulti-agent-statusplanproject-templatepromotequality-gaterefactor-cleanresume-sessionreviewreview-prsave-sessionsessionsskill-createskill-healthtddtest-coverageuninstallupdate-codemapsupdate-docsvalidateverify
Agents: 66
ai-judgeai-judge.agentarchitectarchitect.agentarchitecture-debt-analyzerarchitecture-debt-analyzer.agentbuild-error-resolverbuild-error-resolver.agentchrome-ext-developerchrome-ext-developer.agentcode-quality-analyzercode-quality-analyzer.agent
Show the remaining 54
code-reviewercode-reviewer.agentcodebase-analyzercodebase-analyzer.agentcodebase-learnercodebase-learner.agentdata-engineerdata-engineer.agentdatabase-reviewerdatabase-reviewer.agentdependency-debt-analyzerdependency-debt-analyzer.agentdoc-updaterdoc-updater.agentdocs-lookupdocs-lookup.agentdocumentation-debt-analyzerdocumentation-debt-analyzer.agente2e-runnere2e-runner.agentgit-agent-coordinatorgit-agent-coordinator.agentinfra-as-code-specialistinfra-as-code-specialist.agentml-engineerml-engineer.agentmulti-agent-project-managermulti-agent-project-manager.agentobservability-telemetryobservability-telemetry.agentperformance-debt-analyzerperformance-debt-analyzer.agentplannerplanner.agentprocess-debt-analyzerprocess-debt-analyzer.agentpython-reviewerpython-reviewer.agentreddit-researcherreddit-researcher.agentrefactor-cleanerrefactor-cleaner.agentsecurity-debt-analyzersecurity-debt-analyzer.agentsecurity-reviewersecurity-reviewer.agenttdd-guidetdd-guide.agenttechnical-debt-analyzertechnical-debt-analyzer.agenttest-debt-analyzertest-debt-analyzer.agentworkflow-auditorworkflow-auditor.agent
What changed
Nothing has moved on this plugin since we started watching it.
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