What it can do: AI Dev Kit
Plugin bundle · noah-sheldon
What AI Dev Kit declares, asks for and runs, according to the marketplaces we read. Installs into the AI tool as a plugin bundle; what it starts is listed below. None of the marketplaces we read publishes its tools or the settings it asks for. As of our marketplace pass on 2026-10-12.
This is not a security audit. We list what the marketplaces publish about this plugin: what it declares, what it asks for and what it runs. We do not run or inspect its code, and a verified mark is the marketplace's statement, not ours.
Where it runs
- Installs into the AI tool as a plugin bundle; what it starts is listed below.
What it declares
None of the marketplaces we read publishes a list of tools for it.
Prompts and resources: the marketplaces we read do not publish them.
What it asks for
None of the marketplaces we read lists environment variables for it.
Names only: we keep no values, examples or descriptions of these variables. OAuth scopes and install-time settings are not published by the marketplaces we read.
What it runs besides MCP
Skills: 59 As declared on: Claude Code: claude-plugins-community.
agentic-engineeringapi-designapi-integrationsarchitecture-decision-recordsautonomous-agent-harnessautonomous-loopsaws-deploymentaws-devopsbackend-patternsbacklog-managementci-pipelineclaude-api
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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 As declared on: Claude Code: claude-plugins-community.
build-fixcheckpointcode-reviewcontext-budgetcontext-prunedoctore2eevalfeature-devgit-agenthookifyhookify-configure
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hookify-helphookify-listinstalllaunchlearnlearn-evalloop-startloop-statusml-reviewmulti-agent-statusplanproject-templatepromotequality-gaterefactor-cleanresume-sessionreviewreview-prsave-sessionsessionsskill-createskill-healthtddtest-coverageuninstallupdate-codemapsupdate-docsvalidateverify
Agents: 66 As declared on: Claude Code: claude-plugins-community.
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
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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
Who answers for it
noah-sheldon
- No marketplace we read marks it or its publisher as verified.
- License: MIT.
- The repository github.com/noah-sheldon/ai-dev-kit belongs to the account the publisher is listed under on Claude Code: claude-plugins-community.
How it has changed
Its tools, settings, hooks and composition have not changed since we started watching it.
In context
- Median number of secrets a plugin bundle asks for on the marketplaces we read: 0.0. This one asks for: 0.
- Share of plugin bundles that run on a remote server: 17%.
Where it is published and how its figures have moved
Compare it side by side with similar plugins
Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-community/blob/HEAD/.claude-plugin/marketplace.json. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.