Agent Skills: subject-line-lab
Use when the user asks to "generate subject line variants", "pre-score my subject lines", or "will this subject get truncated / trigger spam filters"; produces a labeled subject + preheader variant set and a per-variant heuristic pre-score card — spam-trigger flags, length/truncation across desktop + mobile, emoji-count, and the inbox preview render (from-name + subject + preheader) — before any test is run. Not for the body copy or CTA — use email-creative-builder; not for the A/B test design or significance read — use send-experiment-designer; not for the profile-weighted EQS or the S1/S2/N1/D1 vetoes — use email-quality-auditor. 邮件主题行生成/主题行预打分/截断与垃圾词检查
ID: aiskillstore/marketplace/subject-line-lab
42745
Install this agent skill to your local
Skill Files
The files that make up subject-line-lab.
Loading file tree…
More agent skills
- actualizeReconcile the project's FPF state with recent repository changes
- research-citation-check当用户明确要求"核查/优化综述 `{主题}_review.tex` 的正文引用"、"运行 research-citation-check",或要求使用旧名 check-review-alignment skill 时使用。通过宿主 AI 的语义理解逐条核查引用是否与文献内容吻合,只在发现致命性引用错误时对"包含引用的句子"做最小化改写,并优先复用 `research-literature-review` 的渲染脚本输出 PDF/Word,过渡期允许 fallback 到旧名 systematic-literature-review。核心原则:不为了改而改,无法确定是否为致命性错误时保留原样并在报告中警告。⚠️ 不适用:用户只是想生成系统综述正文(应使用 research-literature-review);用户只是想新增/核对 BibTeX 条目(应使用专门的 bib 管理流程)。
- relay-clientSubscription and filter-assembly patterns for the Amethyst relay client layer in `commons/.../relayClient/`. Use when working with compose-scoped subscriptions (`ComposeSubscriptionManager`, `Subscribable`), filter assemblers (`MetadataFilterAssembler`, `ReactionsFilterAssembler`, `FeedMetadataCoordinator`), preloaders (`MetadataPreloader`, `MetadataRateLimiter`), EOSE managers, or any feature that needs to talk to relays lifecycle-aware from a composable. Complements `nostr-expert` (protocol filter syntax) and `kotlin-coroutines` (callbackFlow patterns).
- prd-generatorGenerate comprehensive Product Requirements Documents (PRDs) for product managers. Use this skill when users ask to "create a PRD", "write product requirements", "document a feature", or need help structuring product specifications.
- release-candidate-prepPrepare a local Python SDK release candidate in a dedicated worktree. Use only when explicitly invoked with a version.
- plugin-devThis skill should be used when creating extensions for Claude Code or OpenCode, including plugins, commands, agents, skills, and custom tools. Covers both platforms with format specifications, best practices, and the ai-eng-system build system.