胖鱼PEtFiSh常驻伙伴：感知需求与能力缺口（Tier1领域映射+Tier2意图检测）、 查询已装pack状态、自动检查更新、推荐安装/升级并提供/petfish命令入口。Use when users ask /petfish, /petfish upgrade, /petfish uninstall, "what skills do I have", "what else can you do", "check for updates", "uninstall pack", need deploy/course/ppt/testdocs/petfish/calibrate/ context/research capabilities, or need cross-marketplace skill/MCP discovery and skill ecosystem governance.
Search/discover skills and MCP servers across PEtFiSh, PEtFiSh Market (community), Glama, Smithery, SkillKit, anthropics/skills, and GitHub. Use for /petfish search, “find a skill for…”, “search marketplace”, “is there a skill that…”, “MCP server for…”, “discover tools for…”, or when local capabilities are missing. Returns ranked cross-source results plus install/config guidance.
Publish validated skill packs to PEtFiSh Market. Generates registry JSON entries from pack-manifest.json for optional packs. Trigger on 'publish skill', 'publish pack', 'release to market', '发布到市场'. Runs after quality-gate PASS. Outputs registry JSON files ready for commit to petfish-market. Supports --generate-index to regenerate index.json and --push to auto-commit and push to petfish-market via gh CLI.
Rewrite, polish, humanize, de-AI, or formalize Chinese or English technical, academic, business, course, proposal, patent, and email content into Petfish's structured, evidence-based, engineering-oriented style. Supports custom style profiles, de-ai-detector reports, enhanced Chinese de-AI rules, and optional taste enhancement. Triggers: 用我的语言习惯表达, 说人话, 润色, 去AI味, 按我的风格写, 改得更像人写的, 论文润色, 学术写作, abstract rewrite, rewrite my paper.
Extract personal writing style from samples to create a style profile. Analyzes sentence patterns, vocabulary preferences, argumentation structure, punctuation habits, tone markers, and AI-distinguishability signals across Chinese and English. Use when "提炼我的写作风格", "extract my style", "create style profile", "analyze my writing", "风格画像", "个性化风格提取", or when setting up petfish-style-rewriter for the first time.
Detect AI writing patterns in Chinese or English text. Use when the user asks to 检测AI味 / 检测AI痕迹 / 去AI检测 / AI写作检测, detect AI writing, check for AI patterns, is this AI-generated, AI slop check, or detect_ai. Produces a structured quantitative + qualitative detection report; does not rewrite.
五人顾问团多视角对抗式判断。用 Council 分析方案评估、战略判断、产品定位、技术路线、研究设计、课程设计、Presentation主线、逻辑审查、写作结构取舍、是否值得做、如何向客户/评审/老板表达等复杂判断。显式触发：用Council分析、五人顾问团审查、多视角评估、对抗式审查、不要迎合我。比 fish-calibrate 更深：5个logical subagents + Arbiter删除弱观点，输出可执行结论。/ Use Council for multi-perspective adversarial review of strategy, product positioning, tech roadmap, research design, course design, business analysis, logic checks, and how-to-communicate decisions. Triggers: "Council analysis", "five-advisor review", "multi-perspective evaluation", "adversarial review".
For 评审, 评价, 批判, review, critique, feedback, judgment, decision, evaluation, calibration, sycophancy, 迎合, 校准, 方案评估, code review, 可行性分析, architecture evaluation, proposal critique, strategic judgment, design review, or asks whether an idea/approach/understanding is right. It reduces sycophancy by neutralizing leading prompts, defining rubrics before conclusions, contrasting support vs opposition, separating conclusion from confidence, and improving reasoning quality in judgment-heavy tasks.