Git-backed state management for safe rollback.
LLM-assisted human-in-the-loop review. Make sense of a change, focus attention where it matters, test. Use when the user says…
Roll back to a previous checkpoint via git — use when a change went wrong and you need to revert
Build resumable state-machine workflows with checkpoint patterns, progress preservation, and automatic recovery for complex multi-phase…
Use when configuring Checkstyle for Java projects with XML config, custom checks, properties, and module setup.
Use when applying Checkstyle built-in checks for Java code including naming conventions, code metrics, and suppressions.
Load when creating social media content, adapting content for different platforms, planning social media strategy, analyzing engagement…
Use when targeting Chemical Society Reviews (Chem Soc Rev) or deciding whether a chemistry review manuscript fits this RSC venue.
Analyzes events through chemistry lens using molecular structure, reaction mechanisms, thermodynamics, kinetics, and analytical techniques…
Generates comprehensive, execution-ready marketing strategies and campaign plans formatted directly for Feishu and Lark Docs.
C-suite orchestration layer. Routes founder questions to the right advisor role(s), triggers multi-role board meetings for complex…
Expert China e-commerce operations specialist covering Taobao, Tmall, Pinduoduo, and JD ecosystems with deep expertise in product listing…
Plans door-to-door transit itineraries across China by combining high-speed rail, subway, bus, and walking routes with real-time schedules…
Drafts, structures, and assembles evidence-based Chinese academic paper chapters, formulas, tables, and citations into unified drafts.
Conducts professional, culturally nuanced code reviews in Chinese, balancing technical rigor with constructive feedback patterns.
Transforms topics, research, and technical concepts into Chinese long-form articles and directly readable video speaking scripts.
Performs rigorous three-pass proofreading on Simplified Chinese self-media drafts while removing AI patterns and preserving author voice.
Converts straight English quotation marks into paired Chinese curved quotation marks in Word documents while preserving original formatting.
Transforms AI-generated Chinese text and English-to-Chinese translations into authentic, natural-sounding native prose.
Use the Chirpie CLI to post to X/Twitter, Bluesky, LinkedIn, Threads, Mastodon, Instagram, Facebook, Telegram, Reddit, Pinterest, TikTok…
Set up Chirpie in your project — install SDK, configure API keys, connect X, Bluesky, LinkedIn, Threads, Mastodon, Instagram, Facebook…