Map source file structure into navigable sections with line ranges and summaries for efficient agent navigation
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Web, Search & Scraping · Analytics & Monitoring · AI & Agents · Learning & Documentation · Developer Tools & Repos · Cloud & DevOps · Productivity & Workflow · Sales & CRM · Design & Media · Memory & Knowledge
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200 agent skills — instructions the agent loads on demand. 200 of 200 are free. Median context cost 2.6k tokens.
Scan source code and report agent-readiness metrics with actionable recommendations
Free
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Create a well-formatted git commit and push to remote repository
Free
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Project directory path (default current directory)
Free
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Gather and analyze competitive intelligence across channels to surface positioning shifts and market opportunities
Free
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CI-friendly complexity enforcement gate returning pass/fail results for pipeline integration
Free
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Orchestrate Concept→Inception phase transition with intake validation and vision alignment
Free
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Manage the user-level AIWG configuration file for persistent preferences across all projects
Free
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Validate AIWG configuration files and project setup for correctness and completeness
Free
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Orchestrate Construction→Transition phase transition with IOC validation, production deployment, and operational handover
Free
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Project directory path (default current directory)
Free
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Initialize an AIWG contribution workflow by creating a feature branch, configuring DCO, and linking a tracking issue
Free
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The rest either hold an API key issued by the publisher or ask for nothing.
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