Use when creating a new feature development task — scaffolds a structured task file at .claude/tasks/{feature-name}.md with phased breakdown (Design, Implementation, Testing, Documentation), acceptance criteria, context preservation, and TaskCreate tracking. Activates on "create a feature task", "set up development tracking", "plan a feature implementation", or when preparing work for python-cli-architect or python-pytest-architect agents.
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查看安装方法安装前可以查看交给 AI 代理的指令内容。
Set up a comprehensive feature development task with proper tracking, phases, and documentation.
Load and follow the standards in /python-engineering:standards-for-python-development when applying shared architecture, typing, testing, or CLI rules.
Create task file at .claude/tasks/{feature-name}.md with:
# Feature: {Feature Name}
## Overview
{Brief description}
## Requirements
- [ ] Requirement 1
- [ ] Requirement 2
## Technical Approach
{High-level design}
## Phases
### Phase 1: Design
- [ ] Review existing patterns
- [ ] Create interface definitions
- [ ] Document edge cases
### Phase 2: Implementation
- [ ] Core functionality
- [ ] Error handling
- [ ] Integration points
### Phase 3: Testing
- [ ] Unit tests (80% minimum coverage)
- [ ] Integration tests
- [ ] Edge case coverage
### Phase 4: Documentation
- [ ] Code documentation
- [ ] Usage examples
- [ ] API documentation (if applicable)
## Acceptance Criteria
- [ ] All tests pass
- [ ] Coverage meets minimum
- [ ] Documentation complete
- [ ] Code review approved
## Context Preservation
- Initial requirements: {captured}
- Key decisions: {recorded}
- Dependencies: {identified}
- Risks: {noted}
When creating tasks, preserve:
| Step | Command/Action |
|---|---|
| Prerequisites | Clear feature requirements |
| Follow-up | Use python-engineering:python-cli-architect agent for implementation |
| Related | python-engineering:comprehensive-test-review, python-engineering:python-pytest-architect |
/python-engineering:create-feature-task Add user authentication with OAuth2 support
/python-engineering:create-feature-task Implement rate limiting for API endpoints
/python-engineering:create-feature-task Create CLI command for database migrations
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Add automated documentation updater to any Claude skill. Creates a Python sync script that downloads upstream docs, processes markdown for AI consumption, and maintains local cache with configurable refresh. Collects template variables, then delegates implementation through 5-phase workflow. Use when adding auto-updating reference documentation to plugins or skills.
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SAM-style feature initiation workflow — discovery through codebase analysis, architecture spec, task decomposition, validation, and context manifest. Use when a user asks to add a feature, plan a feature, or convert an idea into an executable SAM plan.
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Browser automation for AI agents using the agent-browser CLI and Playwright. Use when navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, logging into sites, or automating any browser task. Triggers on "open a website", "fill out a form", "click a button", "scrape data", "test this web app", "automate browser actions", or any programmatic web interaction request.
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Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any browser task. Triggers include requests to "open a website", "fill out a form", "click a button", "take a screenshot", "scrape data from a page", "test this web app", "login to a site", "automate browser actions", or any task requiring programmatic web interaction.
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Runs the description-drift experiment — spawns all Claude Code agents simultaneously to collect self-reported capabilities, then compares them against static frontmatter descriptions to reveal how reliable orchestrator routing based on descriptions actually is. Use when measuring description drift across the agent fleet, re-running the capability collection experiment, analyzing a specific agent's self-reported capabilities, or auditing whether frontmatter descriptions accurately reflect agent behavior.
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Create or adapt Claude Code agent definitions. Use when creating an agent, changing subagent configuration, selecting agent scope, or designing a specialized delegation role.
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