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.
npx agentmods add skills/jinning6/noosphere/thought_evolution_coachnpx skills add JinNing6/Noosphere --skill thought_evolution_coachgit clone --depth 1 https://github.com/JinNing6/NoosphereWrote 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.
[](https://agentmods.dev/skills/jinning6/noosphere/thought_evolution_coach)<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>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.
| Model | Per session | Once 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 |
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.
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)
- 调用
get_consciousness_profile获取用户的完整意识画像。 - 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
- 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)
- 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)。 - 对关键意识片段调用
trace_evolution检查是否已有演化关系。 - 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)
- 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。」
- 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?」
- 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
- 将源意识的 Issue 编号列入
第四阶段:跨域连接 (Cross-Domain Connection)
- 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。 - 调用
discover_resonance寻找与用户思维模式相似的创作者。 - 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)
- 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。
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.
- 5d ago First seen · 67 lines · 60 tokens per session scan A ae6c4b6924ac
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.
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