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Use when changing Markdown output, image downloading, SQLite writes, save contracts, or fetch workflow persistence behavior.
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Based on SOC occupation classification
Use when changing or auditing zhihu CLI commands, help text, README command examples, or bare zhihu help semantics.
Use when maintaining this repository after v3.0.1-final, deciding scope, rejecting broad rewrites, or preparing a small stabilization change.
Use when modifying config schema, runtime config loading, Cookie paths, logs, browser profile paths, or local output path resolution.
Use when updating README, README_EN, CONSTITUTION, AGENTS, install docs, command examples, or governance wording.
Use when changing scraper payload parsing, typed scraper contracts, supported Zhihu URL handling, browser fallback behavior, or anti-drift tests.
This skill should be used when the user asks to "write a readme", "create readme", "generate readme", "improve readme", "audit readme", "review readme", "fix readme", "readme best practices", "readme standard", "perfect readme", or mentions README quality, documentation standards, or developer experience documentation.
| name | zhihu-save-pipeline |
| description | Use when changing Markdown output, image downloading, SQLite writes, save contracts, or fetch workflow persistence behavior. |
cli/save_pipeline.py coordinates save runs and typed results.core/converter.py owns Markdown conversion.core/media_downloader.py owns image download behavior.core/db.py owns SQLite persistence and query contracts.Run python -m unittest -q tests.test_save_pipeline tests.test_save_contracts tests.test_db_contract tests.test_workflow_service for persistence changes.