generate-appworld-code
Generate Python code to solve AppWorld agent tasks using playbook bullet guidance. Use when the AppWorld executor needs executable Python code for tasks involving Spotify, Venmo, Gmail, Calendar, Contacts, or o...
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Generate Python code to solve AppWorld agent tasks using playbook bullet guidance. Use when the AppWorld executor needs executable Python code for tasks involving Spotify, Venmo, Gmail, Calendar, Contacts, or o...
Synthesize Reflector insights into structured delta proposals for playbook updates, following ACE paper's Curator architecture
Analyze AppWorld task failures to extract specific API patterns and generate actionable playbook bullets with concrete code examples
Guides specification-driven development workflow. Automatically invoked when discussing new features, specifications, technical planning, or implementation tasks. Ensures proper workflow phases (specify → clari...
Manages persistent task memory using Beads. Automatically invoked when discussing task tracking, long-running projects, session persistence, or context preservation across sessions. Handles syncing between task...
Validates specification quality for technology-agnosticism, testability, and completeness. Automatically invoked when reviewing specs, checking requirements, or before transitioning from specify to plan phase.
Provides project coding standards and architectural principles on-demand. Automatically invoked when implementing features, writing code, or making technical decisions. Reads constitution.md to ensure all code...
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