cordis-plugin-sofagent-evolve

cordis-plugin-sofagent-evolve is a skill for Claude Code, Codex from KongFangXun/sofagent. It costs 132 tokens per session (807 once invoked), scanned A, original, MIT.

A sofagent add-on for recording lessons from completed work and refining future agent instructions.

In plain words
What is it for?
Use it after tasks to create reflection notes, run improvement cycles, and turn repeated lessons into updated skills or working rules.
Why use it?
It preserves useful observations instead of letting them disappear when a task ends.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it after tasks to create reflection notes, run improvement cycles, and turn repeated lessons into updated skills or working rules.

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Install with agentmods
npx agentmods add skills/kongfangxun/sofagent/cordis-plugin-sofagent-evolve
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.

Any agent
npx skills add KongFangXun/sofagent --skill cordis-plugin-sofagent-evolve
Clone the repo
git clone --depth 1 https://github.com/KongFangXun/sofagent

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 cordis-plugin-sofagent-evolve

README.md
[![agentmods](https://agentmods.dev/badge/skills/kongfangxun/sofagent/cordis-plugin-sofagent-evolve/github.svg)](https://agentmods.dev/skills/kongfangxun/sofagent/cordis-plugin-sofagent-evolve)
Your own site
<a href="https://agentmods.dev/skills/kongfangxun/sofagent/cordis-plugin-sofagent-evolve"><img src="https://agentmods.dev/badge/skills/kongfangxun/sofagent/cordis-plugin-sofagent-evolve/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for cordis-plugin-sofagent-evolve

Your own site · 80×15
<a href="https://agentmods.dev/skills/kongfangxun/sofagent/cordis-plugin-sofagent-evolve"><img src="https://agentmods.dev/badge/skills/kongfangxun/sofagent/cordis-plugin-sofagent-evolve.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 132 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 807 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
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 $0.00132 $0.00807
Opus 5.5 $0.00053 $0.00323
Sonnet 5.5 $0.00026 $0.00161
Haiku 4.5 $0.00013 $0.00081

Measured 4d ago against content hash 63ec378cfd23, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

cordis-plugin-sofagent-evolve 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 4d ago.

The scan reads SKILL.md. This mod also ships 7 executable files (src/curator.test.ts, src/curator.ts, src/index.test.ts, …), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

engine/dsh-plugins/cordis-plugin-sofagent-evolve/SKILL.md · 31 lines

What it actually says

cordis-plugin-sofagent-evolve

进化面 RSI 独立模块(准入门 / 晋级 / 经验池 / 考核 / 写面审计 / 能力基线 / 透明仓)——经验沉淀(think.md 反思)+ 写面权限窄化(模型只写 memory / skill,控制面写入即拒)(seam: session/event + fs/write-intent)——桥接 @sofagent/think generateThinkEntry

用途

装上之后:① 任务收尾自动写一条 think.md 反思条目;② 写面权限窄化——被治理的执行模型只能写 memory / skill 两类产物,策略 / 注入 / 路由 / 状态 / 审计历史属控制面,写入即拒。 什么时候用:同一个坑反复踩、想让经验留下来被下次检索;或要把「治理面在被治理者可写面之外」落成运行时硬边界。

接入点(seam: session/event + fs/write-intent):桥接 @sofagent/think,缺依赖时该能力静默跳过;写面窄化判定在插件内(不依赖引擎包,可独立拔插);接入形态(声明 / 实现)见 SEAMS.md。

RSI 模块定位:准入门 / 晋级 / 经验池 / 考核 / 写面审计 / 能力基线 / 透明仓——v1.5.9 起进化面产品形态从 harness 主干功能改挂本插件(DSH 七款之一,插件位已存在,零迁移成本);沉淀留主干(数据管道),进化独立成 RSI 插件(决策管道)。换掉本插件 ≠ 失去审计与沉淀(主干完整性不受插件存废影响)。

治理件(可独立拔插):写面边界 write-surface-boundary.ts(门禁)+ 策展快照 curator.ts(台账——curator 运行前打快照、归档移入 .archive/ 非物理删、动作留痕,与 v1.5.7 退役纪律「归档优先于物理删」同族)。

本插件随 sofagent 主线版本发布(SkillHub 通道:skillhub install cordis-plugin-sofagent-evolve 安装与检索;npm 通道未开通)。版本号与 sofagent 主线对齐。

相关链接

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. 4d ago Changed 63ec378cfd23
  2. 10d ago Changed c05f246d0726
  3. 13d ago Changed · +5 lines · +55 tokens per session 3106bf073178
  4. 16d ago Changed b2b4154fd1b3
  5. 17d ago Changed 3971a6ed2bfd
  6. 21d ago Changed b7c5853482a2
  7. 24d ago Changed 0766f2e6e705
  8. 26d ago Changed f1e7eb5e920b
  9. 29d ago Changed 21481d7351b1
  10. 1mo ago First seen · 26 lines · 77 tokens per session scan A 13fd2d27b3a5

Subscribe to this mod's changes

cordis-plugin-sofagent-evolve is a skill published in the GitHub repository KongFangXun/sofagent (54 stars, last pushed 4d ago), licensed MIT. It adds 132 tokens to every session and 807 once invoked, about $0.0005 per session on Opus 5.5. 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.