據 AlphaMoat 統計,截至 2026-09,Rationality 累計下載 4,275 次、獲 2 個星標,在全部 5,078 個 AI 技能中排名第 2,310 位,在「專業領域」分類(465 個)中排名第 190 位。
| 平台 | 累計安裝 | 累計下載 | 星標 | 評論 |
|---|---|---|---|---|
| ClawHub ↗ | 119 | 3541 | 2 | - |
| SkillHub ↗ | 119 | 4275 | 2 | — |
各平台的計數口徑不同,站內彙總取各平台中的較大值,不相加。
從想法、目標、語境出發,尋找會使方案失敗的關鍵反例,檢查任務是否超出糾錯能力,並建立接收批評與修正的路徑。
資料釋出於 2026-10-26
以下是根據技能文件生成的示例,不代表實際執行結果。
2026-09 起為新口徑(全目錄統計);此前為舊口徑(只統計安裝量為正的技能、同名技能合併計數)。兩段不可直接比較,圖中不跨口徑連線,也不計算跨口徑的增長。
| 月份 | 累計下載 | 環比 | 星標 | 累計安裝 |
|---|---|---|---|---|
| 2026-09 | 4275 | — | 2 | 119 |
| 2026-08舊口徑 | 3578 | +3.6% | 2 | 119 |
| 2026-07舊口徑 | 3453 | +8.4% | 2 | 119 |
| 2026-06舊口徑 | 3186 | +3.8% | 2 | 119 |
| 2026-05舊口徑 | 3068 | — | 2 | 9 |
以下是作者釋出的原始檔案,按純文字顯示,本站未做修改或稽核;其中的連結不可點選,命令請核實後再執行。抓取於 2026-10-23。
# Rationality Skill (Critical Fallibilism) The Rationality skill provides a structured framework for thinking, decision-making, and error correction based on the principles of **Critical Fallibilism (CF)**. Unlike traditional rationality which often relies on "weighing" evidence, CF focuses on binary evaluation, error detection, and managing the limits of human (and AI) cognition. ## Quick Start 1. **Define your IGC Triple:** What is the **Idea**, the specific **Goal**, and the **Context**? 2. **Translate to Binary:** Don't ask "how good" an idea is. Ask: "Is there a decisive reason this idea fails at the goal?" 3. **Check for Overreach:** Is the complexity of the task exceeding your ability to detect and fix errors? (See `patterns/overreach.md`). 4. **Seek Criticism:** Treat every error found as a gift—a specific piece of knowledge that allows you to improve. ## Core Principles ### 1. The Pledge (Honesty) Always be willing to follow the truth wherever it leads. Never suppress a criticism or intuition just because it is inconvenient or socially awkward. ### 2. Binary Evaluation Knowledge is digital, not analog. Ideas are either **refuted** (they have a known flaw that makes them fail their goal) or **non-refuted**. We do not use "weights," "scores," or "probabilities" to judge ideas. One decisive criticism is enough to reject an idea. ### 3. Criticism as Gift Errors are inevitable. The only way to improve is to find them. Therefore, criticism is the most valuable input for growth. We don't defend ideas against criticism; we use criticism to filter out errors. ### 4. Ideas Over Identity Separate your "self" from your ideas. If an idea you hold is refuted, it is the idea that failed, not you. This prevents defensive reactions that block learning. ### 5. Overreach Awareness Error correction is a limited resource. If you take on tasks that are too complex, you will create errors faster than you can fix them. This is **Overreach**. When you overreach, you must stop, simplify, and revert. ### 6. Paths Forward You must maintain "Paths Forward" for error correction. This means having a policy for how external criticism (from users or other agents) is handled so that errors can be fixed without infinite effort. ## Directory Structure - `frameworks/`: Core algorithms for thinking and deciding. - `patterns/`: Recognizable mental models and common failures. - `templates/`: Practical tools and checklists for daily use. ## When to Use This Skill - **High-Stakes Decisions:** When you can't afford a "good enough" guess. - **Complex Debugging:** When you are stuck in a loop or compounding errors. - **Resolving Disagreements:** When you need a structured way to move past "he said / she said." - **Self-Regulation:** To monitor your own reasoning for bias or overreach. ## Philosophy Foundation This skill is based on Critical Fallibilism, which synthesizes: - **Popperian Epistemology:** Knowledge grows through conjecture and refutation. - **Theory of Constraints (Goldratt):** Focus on bottlenecks; ignore excess capacity. - **Objectivism (Rand):** Reason as an absolute; importance of definitions and context. --- *Note: This skill is optimized for AI operational use. For deep theoretical study, see memory/philosophy/CF-concepts.md.*
基於 AkShare 庫取 A 股行情、財務與板塊資料的資料介面技能。
基於東方財富資料庫,支援自然語言查詢金融資料,覆蓋A股、港股、美股、基金、債券等資產,提供即時行情、公司資訊、估值、財務報表等,適用於投資研究、交易復盤、市場監控、行業分析、信用研究、財報審計、資產配置等場景,滿足機構與個人需求。返回結果為xlsx和Markdown檔案。
git倉庫https://github.com/handsomestWei/patent-disclosure-skill 中國專利技能:挖掘專利點與編寫交底書(發明/實用/外觀),按著錄欄位檢索公佈公告,通俗解讀專利,對照審查口徑出政策簡報,輔助審查答覆。| China patents skill: mine patent points and draft disclosures, search CNIPA bibliographic records, explain patents, brief examination-policy changes for disclosures, and assist office-action responses.
金融市場結構化資料查詢的權威入口。支援股票(A股/港股/美股)、ETF、指數、板塊、期貨、外匯、可轉債的 K 線、技術指標、籌碼、財報、研報、公告、風險事件、股東、分紅、ETF 持倉、新股/投資日曆、龍虎榜等資料查詢(不同標的與市場支援的維度不同);同時支援行業經營資料、申萬行業估值/盈利預測/財務、全球宏觀經濟等資料查詢;微信搜尋"騰訊微證券"小程式,獲取更多專業服務~
以 Yahoo Finance 資料取報價與基本面,並生成帶技術指標圖表的本地行情分析技能。
A股和港股價值投資分析系統。基於價值投資經典方法論,提供完整的投資分析框架:護城河分析、財務健康檢查、DCF估值、管理層評估、行業分析、投資決策整合。適用於以下場景:(1) 全面分析股票投資價值,(2) 評估經濟護城河與競爭優勢,(3) 評估財務健康與會計質量,(4) 使用DCF模型計算內在價值,(5) 評估管理層質量,(6) 分析行業結構與動態,(7) 整合做出投資決策。
提供A股即時行情、分時成交量分佈及主力資金動向分析,支援持倉管理和盈虧監控。
全功能智慧股票監控預警系統。支援成本百分比、均線金叉死叉、RSI超買超賣、成交量異動、跳空缺口、動態止盈等7大預警規則。符合中國投資者習慣(紅漲綠跌)。
資料月份:2026-09 · 下載/星標/安裝數聚合自公開技能註冊庫(ClawHub、SkillHub),按月更新。口徑說明見資料方法。