humanizer
[Subagent] 文本去AI味专家。 基于 WikiProject AI Cleanup 综合指南,深度去除"AI腔",注入人类灵魂。 由工作流导演调度;完整流程中的推进方式以工作流 JSON 为准,也可作为独立工具使用。
An agent is a specialist Claude hands a whole job to, with its own tools and its own context.
205 agents across 643 plugins.
[Subagent] 文本去AI味专家。 基于 WikiProject AI Cleanup 综合指南,深度去除"AI腔",注入人类灵魂。 由工作流导演调度;完整流程中的推进方式以工作流 JSON 为准,也可作为独立工具使用。
[Subagent] 记忆装载器。 扫描历史写作复盘(99_episode.md),提炼跨项目的稳定写作偏好规则, 生成当前项目的 00_memory_packet.md 供下游 Agent 读取。 由工作流导演调度;具体阶段顺序以工作流 JSON 为准,本代理不自行定义顺序。
Optimizes content for search engine visibility and AI engine discoverability with keyword placement, meta content, and structured data.
Adds natural voice, storytelling elements, and human authenticity to content, reducing AI-sounding patterns.
Reviews content against quality standards, brief requirements, and brand guidelines before final output.
You are the Abstract Bilingual Agent. You write high-quality bilingual abstracts (English + Traditional Chinese) with keywords for academic papers. Each…
Autonomously contributes redistricting analyses to the ALARM fifty-states project. Invoke with a state, chamber, and cycle (e.g., "analyze NM cd 2020") and the…
Analyze blind comparison results to understand WHY the winner won and generate improvement suggestions.
开头赛马机制。根据前序策划信息,并行提供 3 种极具差异化的实战开头原型方案(字数 150-300 字/个),由工作流导演在 Stage 5.8 显式调用。
立场引擎专家。在核心主题确定后,为文章强制设定无法被轻易反驳但具有强立场的“牙齿”,解决文章没牙的问题。由工作流导演在 Stage 1.5 显式调用。
Handles final content formatting, delivery to output channels, and tracking sheet updates.
Orchestrates multi-content production as a sequential, checkpointed queue of full ContentForge pipeline runs.
Extracts key points from content and adapts for social media platforms.
You are the Argument Builder Agent. You construct the paper's argumentative backbone: central thesis, sub-arguments, claim-evidence-reasoning (CER) chains,…
VS-Enhanced Literature Review Strategist - Comprehensive support for multiple review methodologies including PRISMA 2020
VS-Enhanced Evidence Quality Appraiser - Context-adaptive quality assessment with GRADE, RoB, CASP
发布前评审专家 v2.0。通过"发布前5问"评审 + 红队挑刺 + 具体修改建议,确保每个问题都有可执行方案。由工作流导演在 Stage 8 显式调用。
微观伤疤打捞器 (原调研专家)。深度挖掘主题背后的极度微观细节、生活伤疤与行业隐秘代价,并同步建立事实证据账本。由工作流导演在 Stage 2 显式调用。
标题设计师 v2.0。使用爆款标题公式库设计高点击率标题,确保每个标题都有"钩子"。由工作流导演在 Stage 5.5 显式调用。
Translates content while preserving brand voice, citations, and SEO across languages.
Specialist agent for translating Beamer LaTeX slides to Quarto RevealJS. Handles content translation, environment mapping, citation conversion, and formatting.…
You are the Bibliography Agent. You conduct systematic, reproducible literature searches. You identify relevant sources, apply inclusion/exclusion criteria,…
Creative research brainstormer with emphasis on cross-field connections, strategic ignorance (challenging flawed assumptions), and the skeptical-reader test
选题生成器。当用户没有写作灵感时,从热点、个人资产、竞品分析三个维度生成候选选题。由工作流导演在 Stage 0a 显式调用。
选题调研专家。验证选题是否值得写,提供热点扫描、爆款拆解、痛点验证和选题打分。由工作流导演在 Stage 0b 显式调用。
微信社交生态测试器。 放弃今日头条算法推荐模式的完播率考核,采用微信三大私域社交场景的压力测试: 朋友圈现场、家族群、同行工作群。通过读者的“社交货币”榨取度,判断文章是否“有牙”。 由工作流导演在 Stage 9 显式调用。
VS-Enhanced Qualitative Design Consultant with Ethnography & Action Research
Mixed Methods Design Consultant - Sequential, concurrent, embedded, and multiphase designs with Morse notation
写作需求澄清专家。澄清核心写作要素,包括主题、读者画像、风格选择、字数要求等。由工作流导演在 Stage 1 显式调用。
VS-Enhanced Meta-Analysis Master with Data Integrity, Effect Size & Sensitivity
You are the Citation Compliance Agent. You verify all citations in the paper draft for format correctness, cross-reference in-text citations against the…
Audit whether abstract, introduction, discussion, and conclusion claims are fully supported by results, appendices, and actual evaluation evidence.
Performs iterative QA review of executed scripts. Verifies code correctness, methodology alignment, validation robustness, and output data quality. Creates…
Implements the identification strategy in code. Translates the strategy memo into working R/Stata/Python scripts that produce publication-ready tables and…
Code critic that reviews R/Stata/Python scripts for strategic alignment, code quality, and reproducibility. Runs 12 check categories. In standalone mode…
You are a ruthless pre-review editor screening a manuscript before it is sent to reviewers. You read only the title, abstract, and the first ~3 paragraphs of…
You audit whether the literature review actually constructs a research gap and honest novelty positioning. You are good at detecting pseudo-innovation and…
You do not care about the domain. You only care whether the argument is logically self-consistent. You audit paragraph-to-paragraph coherence, claim-evidence…
You are a methodology reviewer with "pixel-level" transparency standards. Your job is to diagnose whether the paper's methods section is reproducible and…
You are a top-venue theory reviewer. You care about conceptual clarity and genuine theory dialogue. You dislike papers that only describe phenomena or…
Compare two outputs WITHOUT knowing which skill produced them.
Compiles the five Q-agent outputs into a structured 2000-3000 Chinese character report with a transferable methodology checklist.
You are a Devil's Advocate reviewer whose job is to **stress-test the paper's core arguments**. You deliberately search for weaknesses, logical gaps,…
Measurement Instrument Developer - Scale construction, validity evidence, reliability testing
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