常伴 · 守护 · 可信 · 秉正 Always Present · Always Guarding · Verified Trust · No Compromise
从项目第一行代码到最终交付，胖鱼始终相伴。
不是你想起来才调用的工具集，是每一轮交互都参与的AI伙伴。
From first commit to final delivery, PEtFiSh is always there.
Not a toolbox you remember to call — a companion in every interaction.
胖鱼不是工具。工具被调用，胖鱼始终相伴。PEtFiSh is not a tool. Tools get called. PEtFiSh is always there.
Companion Gateway在每条消息前自动执行话题检测和能力感知。不需要你主动调用，不需要特殊命令。从/initproject那一刻起，胖鱼就是你工作流的一部分——沉默地同行，在该出现的时刻出现。
Companion Gateway runs automatically before every message — topic detection and capability sensing. No commands needed. From the moment you run /initproject, PEtFiSh becomes part of your workflow — walking alongside silently, showing up when it matters.
检测到你需要部署能力但没装deploy pack？提醒一次。检测到上下文被跨话题污染、风险评分超过60？主动拦截。质量不过关？挡在发布前面。不是事后复盘，是实时守护。 Need deployment skills but don't have the deploy pack? Reminded once. Context contamination score above 60? Intercepted. Quality below threshold? Blocked before publish. Not a post-mortem — real-time protection.
胖鱼推荐的每个Skill都经过质量门禁：Lint 100分制打分、安全审计0.0–1.0风险评分、四条红线硬拒绝。TrustSkills治理引擎六维风险评估、五级动作裁决。信任不是宣称的，是审计出来的。 Every skill PEtFiSh recommends passes quality gates: Lint scoring (100-point scale), security audit (0.0-1.0 risk score), four red lines that trigger instant denial. TrustSkills engine: 6 risk dimensions, 5 action levels. Trust isn't claimed — it's audited.
反迎合校准：你问"这个方案行不行"，胖鱼先中性化问题再给结论，至少补一个反方。质量门禁不放水，红线命中即deny不走阈值。推你往更高标准走，而不是让你舒服。 Anti-sycophancy calibration: when you ask 'is this plan good?', PEtFiSh neutralizes the question first, then gives a conclusion — always with at least one counter-argument. Quality gates don't budge. Red lines mean denial, no score threshold negotiation. Pushes you toward higher standards, not comfort.
安装 init + companion pack。输入/initproject，胖鱼询问项目类型，自动安装匹配的能力包，完成配置。从此刻起，伙伴已就位。
Install init + companion pack. Run /initproject — PEtFiSh asks your project type, auto-installs matching capability packs. From this moment, your companion is in place.
Companion Gateway在每条消息前执行：话题检测（是否漂移？风险几何？）→ 能力缺口感知（你需要什么？装了没？）→ 正常处理。你感觉不到它在，但它一直在。 Companion Gateway runs before every message: topic detection (drifting? how risky?) → capability gap sensing (what do you need? installed?) → normal processing. You don't feel it — but it's always there.
三层感知模型：Tier 1 关键词白名单匹配已知领域 → Tier 2 意图级缺口检测（需要邮件服务？图表工具？监控集成？）→ Tier 3 无缺口，静默通过。每个领域每次会话最多提醒一次，不打扰。 Three-tier sensing: Tier 1 keyword whitelist for known domains → Tier 2 intent-level gap detection (need email service? chart tools? monitoring?) → Tier 3 no gap, stay silent. Each domain reminded at most once per session.
Fish-trail话题治理器：7种话题关系类型、污染评分0-100、自动上下文隔离。当话题漂移风险超过阈值，主动提示你fork/switch/reset，而不是让混乱的上下文悄悄拖垮输出质量。 Fish-trail topic governance: 7 relationship types, contamination score 0-100, automatic context isolation. When drift risk exceeds threshold, proactively suggests fork/switch/reset instead of letting messy context silently degrade output quality.
Skill发布前必须通过：Lint ≥ 80分 → 安全审计 Risk ≤ 0.5 → 无CRITICAL → Quality Gate裁决PASS/CONDITIONAL/FAIL。四条红线命中即deny，不走分数阈值。像代码CI一样管理AI能力。 Before any skill publishes: Lint ≥ 80 → Security audit Risk ≤ 0.5 → No CRITICAL → Quality Gate verdict PASS/CONDITIONAL/FAIL. Four red lines trigger instant deny. Managing AI capabilities like code CI.
胖鱼有四个核心能力包，支撑它作为可靠伙伴的四个承诺：常伴、守护、可信、秉正。此外提供多个领域的能力包供你按需安装。
不够用？胖鱼可以搜索第三方市场、从任意仓库挖掘、甚至帮你直接构造新的能力包。
PEtFiSh has four core packs supporting its four promises. Plus multiple domain packs for on-demand install. Not enough? PEtFiSh can search third-party markets, mine any repo, or help you build new capability packs from scratch.
/initproject一键启动，自动匹配安装Project initializer wizard, /initproject one-command setup
安装脚本自动获取最新稳定release版本。装完后输入 /initproject —— 胖鱼询问项目类型，自动安装匹配的Skill Pack，完成配置向导。从此刻起，伙伴已就位。
Install script auto-resolves the latest stable release. After install, type /initproject — PEtFiSh asks your project type, auto-installs matching skill packs, completes setup wizard. From this moment, your companion is in place.
PetFish Remote — 用 Telegram 遥控你的 AI 编程助手。随时随地查看进度、发送指令、接收通知。PetFish Remote — control your AI coding assistant from Telegram. Check progress, send commands, receive notifications anytime, anywhere.
PetFish RemoteBeta