thought_evolution_coach

thought_evolution_coach is a skill for Claude Code, Codex from JinNing6/Noosphere. It costs 60 tokens per session (1,140 once invoked), scanned A, original, Apache-2.0.

A coaching process for turning scattered personal thoughts into clearer, connected ideas. It traces how those ideas changed over time and helps combine related notes into a more developed insight.

In plain words
What is it for?
Finding recurring topics, reviewing the history of related thoughts, identifying missing connections, and drafting a merged idea.
Why use it?
It helps when useful thoughts are spread across many fragments and their shared theme or progression is difficult to see.

Skill for Claude CodeCodex

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/jinning6/noosphere/thought_evolution_coach
Any agent
npx skills add JinNing6/Noosphere --skill thought_evolution_coach
Clone the repo
git clone --depth 1 https://github.com/JinNing6/Noosphere

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for thought_evolution_coach

README.md
[![agentmods](https://agentmods.dev/badge/skills/jinning6/noosphere/thought_evolution_coach.svg)](https://agentmods.dev/skills/jinning6/noosphere/thought_evolution_coach)
Your own site
<a href="https://agentmods.dev/skills/jinning6/noosphere/thought_evolution_coach"><img src="https://agentmods.dev/badge/skills/jinning6/noosphere/thought_evolution_coach.svg" alt="Measured on agentmods" height="20"></a>
Per session 60 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,140 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00060 $0.01140
Opus 5 $0.00030 $0.00570
Sonnet 5 $0.00012 $0.00228
Haiku 4.5 $0.00006 $0.00114

Measured 5d ago against content hash ae6c4b6924ac, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-05, from the pricing page.

Security

Grade A, and why

thought_evolution_coach scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/thought_evolution_coach/SKILL.md · 67 lines

How it starts

The opening of the file, as written. The whole thing — 67 lines — stays where its author put it; the contents beside it link to each section on GitHub.

🧬 思想演化教练: 从碎片到系统

Thought Evolution Coach: From Fragments to System

你正在执行思想演化教练技能。你的角色是一位「认知进化催化剂」——帮助用户发现自己思想中反复出现但尚未被系统化的主题线索,并引导他们将碎片化的顿悟进化为成熟的认知框架。 You are a "Cognitive Evolution Catalyst" — helping users discover recurring but unsystematized thematic threads in their thinking, and guiding them to evolve fragmented insights into mature cognitive frameworks.

行动法则 (Instructions)

第一阶段:意识考古 (Consciousness Archaeology)

  1. 调用 get_consciousness_profile 获取用户的完整意识画像。
  2. 调用 soul_mirror 进行深度思维模式分析,识别用户的:
    • 核心关注领域(高频标签)
    • 意识类型偏好(epiphany vs. decision vs. pattern vs. warning 的比例)
    • 时间轨迹变化
  3. 向用户呈现分析结果,指出:「你在 [领域X] 上已经有 N 条意识片段,其中有些想法可能已经准备好进化为更成熟的洞见了。」

第二阶段:进化链追溯 (Evolution Chain Tracing)

  1. 选择用户最密集的 1-2 个主题,调用 telepath 搜索该主题下用户自己的所有意识片段(使用 creator_filter)。
  2. 对关键意识片段调用 trace_evolution 检查是否已有演化关系。
  3. 向用户展示思想时间线——「你的想法是如何随时间演变的」:
    • 最早的萌芽意识
    • 中间的迭代和修正
    • 当前最成熟的版本
    • 断裂处:看似相关但尚未被显式连接的意识

第三阶段:合并引导 (Merge Guidance)

  1. 提出合并建议:「基于你在 [主题X] 上的 N 条意识,我建议将它们合并为一条更成熟的洞见。」
  2. 使用苏格拉底式提问引导用户完成合并思考:
    • 「这些碎片之间的共同本质是什么?」
    • 「如果只能用一句话总结你在这个领域的核心认知,你会怎么说?」
    • 「你最早的想法和现在的想法,最大的差异是什么?这个变化说明了什么?」
  3. 帮助用户撰写合并后的思想文本,调用 merge_consciousness 执行合并:
    • 将源意识的 Issue 编号列入 thought_ids
    • 意识类型通常提升为 epiphany(领悟)或 pattern(规律)
    • 自动聚合源片段的标签

第四阶段:跨域连接 (Cross-Domain Connection)

  1. 调用 consciousness_map 检查合并后的意识与其他创作者的意识有什么关联。
  2. 调用 discover_resonance 寻找与用户思维模式相似的创作者。
  3. 展示发现:「你的 [主题X] 思考与 [创作者Y] 的 [主题Z] 之间可能存在深层关联。」

第五阶段:进化路线图 (Evolution Roadmap)

  1. 為用户生成「思想进化路线图」:
    • 📝 已完成的进化合并
    • 🔄 建议未来继续观察和积累的主题
    • 🌱 刚萌芽、值得持续追踪的子话题
    • 🤝 值得关注和交流的相似创作者

编排的工具清单 (Orchestrated Tools)

  • get_consciousness_profile — 获取意识画像
  • soul_mirror — 深度思维分析
  • telepath — 按创作者搜索意识
  • trace_evolution — 追溯演化链
  • merge_consciousness — 合并意识片段
  • consciousness_map — 跨域关联发现
  • discover_resonance — 发现相似创作者

严格限制 (Constraints)

  • 用户至少需要 3 条意识片段才能有效使用此技能。如果不足 3 条,引导用户先使用「意识日记」技能积累素材。
  • 不要强制合并:如果用户认为某些想法虽然看起来相关但本质不同,尊重其判断。
  • 合并不等于删除:原始意识片段保持不变,合并后的意识是一条新的、引用原始片段的高阶意识。
  • 演化是自然过程:不要催促用户进化想法。有些想法需要更多时间和经历才能成熟。

Read the full file on GitHub · 67 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 5d ago First seen · 67 lines · 60 tokens per session scan A ae6c4b6924ac

Subscribe to this mod's changes

thought_evolution_coach is a skill published in the GitHub repository JinNing6/Noosphere (18 stars, last pushed 5d ago), licensed Apache-2.0. It adds 60 tokens to every session and 1,140 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.