Wiki Maintainer
openclaw/openclaw
Maintain the OpenClaw memory wiki vault with deterministic pages, managed blocks, and source-backed updates.
为个人 Wiki 的查询、回信和解释性构建提供可动态发现的人物推理视角。它只改变怎样理解证据，不构成新证据，也不决定是否写入。
MITAuto-check passed
Install Common Reasoning Lenses
$ npx skills add lihaozheCharlie/the-way-here --skill common-reasoning-lenses -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install lihaozheCharlie/the-way-here common-reasoning-lenses --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/lihaozheCharlie/the-way-here.git skills-src && mkdir -p .claude/skills && cp -r skills-src/knowledge-engine/skills/common/reasoning-lenses .claude/skills/common-reasoning-lenses && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "common-reasoning-lenses" agent skill from https://github.com/lihaozheCharlie/the-way-here/tree/main/knowledge-engine/skills/common/reasoning-lenses into .claude/skills/common-reasoning-lenses/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "common-reasoning-lenses", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/lihaozheCharlie/the-way-here/tree/main/knowledge-engine/skills/common/reasoning-lensesType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add lihaozheCharlie/the-way-here --skill common-reasoning-lenses -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install lihaozheCharlie/the-way-here common-reasoning-lenses --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/lihaozheCharlie/the-way-here.git skills-src && mkdir -p .agents/skills && cp -r skills-src/knowledge-engine/skills/common/reasoning-lenses .agents/skills/common-reasoning-lenses && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "common-reasoning-lenses" agent skill from https://github.com/lihaozheCharlie/the-way-here/tree/main/knowledge-engine/skills/common/reasoning-lenses into .agents/skills/common-reasoning-lenses/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "common-reasoning-lenses", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add lihaozheCharlie/the-way-here --skill common-reasoning-lenses -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install lihaozheCharlie/the-way-here common-reasoning-lenses --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/lihaozheCharlie/the-way-here.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/knowledge-engine/skills/common/reasoning-lenses .cursor/skills/common-reasoning-lenses && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "common-reasoning-lenses" agent skill from https://github.com/lihaozheCharlie/the-way-here/tree/main/knowledge-engine/skills/common/reasoning-lenses into .cursor/skills/common-reasoning-lenses/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "common-reasoning-lenses", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/lihaozheCharlie/the-way-here.git --path knowledge-engine/skills/common/reasoning-lenses--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add lihaozheCharlie/the-way-here --skill common-reasoning-lenses -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install lihaozheCharlie/the-way-here common-reasoning-lenses --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/lihaozheCharlie/the-way-here.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/knowledge-engine/skills/common/reasoning-lenses .gemini/skills/common-reasoning-lenses && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "common-reasoning-lenses" agent skill from https://github.com/lihaozheCharlie/the-way-here/tree/main/knowledge-engine/skills/common/reasoning-lenses into .gemini/skills/common-reasoning-lenses/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "common-reasoning-lenses", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install lihaozheCharlie/the-way-here common-reasoning-lensesInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add lihaozheCharlie/the-way-here --skill common-reasoning-lenses -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/lihaozheCharlie/the-way-here.git skills-src && mkdir -p .github/skills && cp -r skills-src/knowledge-engine/skills/common/reasoning-lenses .github/skills/common-reasoning-lenses && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "common-reasoning-lenses" agent skill from https://github.com/lihaozheCharlie/the-way-here/tree/main/knowledge-engine/skills/common/reasoning-lenses into .github/skills/common-reasoning-lenses/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "common-reasoning-lenses", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add lihaozheCharlie/the-way-here --skill common-reasoning-lenses -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install lihaozheCharlie/the-way-here common-reasoning-lenses --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/lihaozheCharlie/the-way-here.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/knowledge-engine/skills/common/reasoning-lenses .opencode/skills/common-reasoning-lenses && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "common-reasoning-lenses" agent skill from https://github.com/lihaozheCharlie/the-way-here/tree/main/knowledge-engine/skills/common/reasoning-lenses into .opencode/skills/common-reasoning-lenses/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "common-reasoning-lenses", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
common-reasoning-lenses- GitHub stars
- 145
- Token cost
- ~640 tokens
- SKILL.md length
- 125 words
- Files
- 13 (incl. scripts, references)
- Skills in repo
- 8
- Repo updated
- First seen
- Licence
- MIT
At a glance
为个人 Wiki 的查询、回信和解释性构建提供可动态发现的人物推理视角。它只改变怎样理解证据，不构成新证据，也不决定是否写入。
- Works in 3 steps: 在 references/figures/ 新增一份符合既有… → 运行 python3… → 运行 python3…
- SKILL.md covers 使用方式, 动态发现人物, 四档使用强度 and 共享工作流, plus 5 more sections
- Runs Python scripts from its folder; calls python3
What it does
Common Reasoning Lenses is an agent skill from lihaozheCharlie/the-way-here. 为个人 Wiki 的查询、回信和解释性构建提供可动态发现的人物推理视角。它只改变怎样理解证据，不构成新证据，也不决定是否写入。
Its SKILL.md is about 640 tokens, which your agent loads only when the skill is triggered. The skill folder holds 16 other files, including scripts and reference files (for example `references/evidence-and-lens-guardrails.md`, `references/figures/albert-einstein.md` and `references/figures/benjamin-franklin.md`).
The repository describes itself as: the-way-here：想成为一个会记得你的来时路、越聊越懂你的朋友。 The licence is MIT.
Example prompts
- “/common-reasoning-lenses”
Requirements
- Python 3
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- 在 references/figures/ 新增一份符合既有 frontmatter 与章节契约的 Markdown 文件；
- 运行 python3 knowledge-engine/skills/common/reasoning-lenses/scripts/list_lenses.py --check；
- 运行 python3 knowledge-engine/tools/validate_skill_system.py。
What it can do on your machine
Read from SKILL.md and the folder at commit 760d128. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 1 file in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python3
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Common Reasoning Lenses loads about 640 tokens when it runs, and up to ~8.5k if it reads all its reference files. Until then it costs about 22 tokens; SKILL.md has 125 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
SKILL.md
The full file from lihaozheCharlie/the-way-here at commit 760d128, republished under its MIT licence (© lihaozheCharlie). 125 words, ~640 tokens.
Download SKILL.mdSave it as
.claude/skills/common-reasoning-lenses/SKILL.md (or your agent's skills folder). This skill also uses 12 other files; get the full folder from GitHub.- name
- common-reasoning-lenses
- description
- 为个人 Wiki 的查询、回信和解释性构建提供可动态发现的人物推理视角。它只改变怎样理解证据，不构成新证据，也不决定是否写入。
通用：共享推理视角
这个 Skill 提供一组来源可核实、边界明确的人物推理视角。它不负责页面归档和模板，也不把 Wiki 写成名人观点合集。领域 Skill 决定写什么页面、保留什么结构；本 Skill 只决定在解释性判断中首先注意什么、怎样推理、什么算洞见和何时停止。
使用方式
- 用户明确要求用某个人物或多视角分析时，与
knowledge-engine/skills/consume/query/SKILL.md一起使用。 - 回信、个人主线、人生阶段、事件复盘、循环、思维模型、现实系统、城市和关系综合需要解释时，由对应领域 Skill 调用。
- 本 Skill 本身不写入。是否沉淀、归档位置和页面模板始终由根
AGENTS.md与领域构建 Skill 决定。 - 来源索引、日期、标签、别名、实体消歧、直接引文和可观察状态分类保持中性，不使用人物视角改写。
动态发现人物
先运行：
python3 knowledge-engine/skills/common/reasoning-lenses/scripts/list_lenses.py脚本会扫描 references/figures/ 下当前存在的全部人物文件并输出路由卡。下游 Skill 不得硬编码人物名单、数量或文件名。选择主视角后，只读取对应人物文件；需要辅助校验时再读取辅助人物文件。
新增人物只需：
- 在
references/figures/新增一份符合既有 frontmatter 与章节契约的 Markdown 文件； - 运行
python3 knowledge-engine/skills/common/reasoning-lenses/scripts/list_lenses.py --check； - 运行
python3 knowledge-engine/tools/validate_skill_system.py。
只要路由信号与推理协议完整，现有下游会自动发现并可选择新人物。
四档使用强度
| 强度 | 适用内容 | 规则 |
|---|---|---|
| 0：中性 | 原始证据、来源索引、元数据、日期、别名、实体事实 | 禁止使用人物视角改变事实或选择性遗漏 |
| 1：审查 | 状态追踪、人物事实、关系证据 | 只检查是否漏掉重要维度；不让人物视角成为中心结论 |
| 2：解释 | 主线、阶段、事件事后判断、循环、系统、城市、思维模型 | 1 个主视角完整推理，通常最多 1 个辅助视角做有边界校验 |
| 3：表达 | 近况回信、用户要求的解释性查询 | 主视角同时决定注意力、推理和自然表达倾向；领域 Skill 决定口吻与成品格式 |
同一来源进入不同层时可以使用不同强度和不同主视角。例如日记回信可以由雅尼完整推理，职业事件页由芒格解释机制，状态追踪仍只记录可观察变化。
共享工作流
- 建立中性证据卡，只记录事实、原句、用户解释、必要旧线索和未知。
- 运行动态发现脚本，根据当前问题而非喜好选择主视角。不能先得出通用结论再挑人物包装。
- 读取主视角文件，建立视角任务卡。
- 完整沿主视角推理，形成候选解释。
- 只有存在具体盲点时才加入辅助视角。默认最多 1 个；领域 Skill 若允许更多，每个仍必须只有一个独立任务。
- 把候选解释放回领域模板，保持事实、解释和行动的边界。
- 完成领域质量门和主视角忠实度检查。
中性证据卡
- 实际发生了什么，哪些原句和细节最有信息量？
- 用户怎样解释它？哪些是愿望、估计或尚未发生的结果？
- 哪些旧线索确实改变上下文？
- 哪些部分不知道，不能由人物视角补写？
人物视角不是证据。它可以重排注意力、提出解释和暴露盲点，但不能让一项推断升级为事实。正常摄取没有新证据时，不能只因换了人物就改写页面核心判断；当前目标确实包含重解释既有页面时，保留仍成立的旧判断并说明更新范围。
视角任务卡
输出层与使用强度：
目标问题：
主视角：
选择理由：它会改变哪一项注意力或推理？
推理起点：
推理路径：
洞见标准：
停止位置：
禁止迁移：
辅助视角（如有）：
唯一任务：
允许补充：
禁止改变：主辅关系
- 主视角决定中心关注、推理路径、洞见标准和停止位置，不是语气包。
- 辅助视角只能校验一个证据跳跃、现实边界、长期后果、情感遗漏或执行缺口。
- 辅助不能改变中心、主体结构、主要结论和结尾；若必须改变，应重新选择主视角。
- 多元性应发生在整个 Wiki，不要求每个页面同时容纳多个人物。
- 默认不在 Wiki 正文写人物姓名和名言。用户明确要求比较视角时可以展示名称，但结论仍须独立成立。
领域边界
- 领域 Skill 仍是页面结构的唯一负责人；本 Skill 不复制个人主线、事件、系统、人物或城市模板。
- 关系、家庭、健康和悲伤不得被商业、工程或投资视角商品化。
- 人物公开形象不等于完整人格。只使用参考文件中有来源的推理原则和明确边界，不模仿口头禅、传奇形象和未经核实的名言。
- 思维模型必须接受证据、反例和可观察结果检验，不能因为来自名人就获得豁免。
忠实度检查
- 注意力、推理起点、推理路径、洞见类型和停止位置是否都来自主视角？
- 如果只替换人物姓名和几个名词，结论仍无需重推，说明主视角没有真正工作。
- 删掉人物姓名、意象和风格词后，推理还能辨认主视角吗？
- 辅助内容能否被圈成一小处？移除后主视角是否仍完整？
- 中性字段是否在加入视角前后保持事实一致？
跨领域行为规格见 tests/cross-domain-regression.md。
© lihaozheCharlie, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 12 other files (scripts, references) in knowledge-engine/skills/common/reasoning-lenses of lihaozheCharlie/the-way-here.
- SKILL.md
- references/evidence-and-lens-guardrails.md
- references/figures/albert-einstein.md
- references/figures/benjamin-franklin.md
- references/figures/charlie-munger.md
- references/figures/elon-musk.md
- references/figures/richard-feynman.md
- references/figures/steve-jobs.md
- references/figures/warren-buffett.md
- references/figures/yanni.md
- scripts/list_lenses.py
- tests/cross-domain-regression.md
- tests/test_dynamic_discovery.py
Open the folder on GitHubat commit 760d128
Compare with similar skills
Common Reasoning Lenses next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Common Reasoning Lenses this skilllihaozheCharlie/the-way-here | 145 | — | ~640 | Automated safety check: Pass | MIT | |
| Wiki Maintaineropenclaw/openclaw | 392k | 1 repos | ~462 | Automated safety check: Pass | MIT | |
| LLM WikiYeachan-Heo/oh-my-claudecode | 40k | — | ~721 | Automated safety check: Pass | MIT | |
| Wiki Querypaperclipai/paperclip | 100k | — | ~682 | Automated safety check: Pass | MIT | |
| Wiki Lintpaperclipai/paperclip | 100k | — | ~878 | Automated safety check: Pass | MIT | |
| Wiki Ingestpaperclipai/paperclip | 100k | — | ~933 | Automated safety check: Pass | MIT |
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Wiki Lint
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Wiki Ingest
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分析、设计、验证或更新本 wiki 的 Codex Skill 体系、AGENTS.md 唯一路由、职责图和验证规则。当前目标只要求分析时保持只读。
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Consume Query
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Questions about Common Reasoning Lenses
What does Common Reasoning Lenses do?
为个人 Wiki 的查询、回信和解释性构建提供可动态发现的人物推理视角。它只改变怎样理解证据，不构成新证据，也不决定是否写入。. Common Reasoning Lenses is an agent skill from lihaozheCharlie/the-way-here.
How do I install Common Reasoning Lenses in Claude Code?
Run `npx skills add lihaozheCharlie/the-way-here --skill common-reasoning-lenses -a claude-code`. Or copy the skill folder (knowledge-engine/skills/common/reasoning-lenses in lihaozheCharlie/the-way-here) into .claude/skills/common-reasoning-lenses in your project. Claude Code loads it when a task matches its description.
How do I install Common Reasoning Lenses in Codex?
Run `npx skills add lihaozheCharlie/the-way-here --skill common-reasoning-lenses -a codex`. Or copy the skill folder (knowledge-engine/skills/common/reasoning-lenses in lihaozheCharlie/the-way-here) into .agents/skills/common-reasoning-lenses in your project. Codex loads it when a task matches its description.
Can I use Common Reasoning Lenses in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add lihaozheCharlie/the-way-here --skill common-reasoning-lenses -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/common-reasoning-lenses, .gemini/skills/common-reasoning-lenses, .github/skills/common-reasoning-lenses and .opencode/skills/common-reasoning-lenses in your project.
What does Common Reasoning Lenses need to run?
Going by SKILL.md and its folder, Common Reasoning Lenses needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3.
Does Common Reasoning Lenses access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Common Reasoning Lenses safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Common Reasoning Lenses use?
Common Reasoning Lenses is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Common Reasoning Lenses use?
About 640 tokens (SKILL.md is roughly 2.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 7.9k tokens, read only when the agent opens those files.
What are the alternatives to Common Reasoning Lenses?
Skills that share tags, products or a category with Common Reasoning Lenses: Wiki Maintainer (openclaw/openclaw, 392k stars), LLM Wiki (Yeachan-Heo/oh-my-claudecode, 40k stars), Wiki Query (paperclipai/paperclip, 100k stars) and Wiki Lint (paperclipai/paperclip, 100k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Common Reasoning Lenses?
lihaozheCharlie (a GitHub user) maintains it in lihaozheCharlie/the-way-here, which has 145 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on October 9, 2026.
Source: lihaozheCharlie/the-way-here on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.