exp-asset-accumulation

exp-asset-accumulation is a skill for Claude Code, Codex from guofu-shiqu/ux-expert-skills. It costs 41 tokens per session (669 once invoked), scanned A, original, MIT.

A workflow for turning reusable findings from experience analysis or service reviews into organized knowledge cards. These cards can describe scenarios, journeys, metrics, scripts, rules, cases, templates, or other reusable material.

In plain words
What is it for?
Use it to judge whether an insight is reusable, choose its category, and record its source, uses, cautions, related metrics, and update date.
Why use it?
It prevents useful project experience from being lost in one-off reports and makes it easier to find and reuse later.

Skill for Claude CodeCodex

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

Good fit Use it to judge whether an insight is reusable, choose its category, and record its source, uses, cautions, related metrics, and update date.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/guofu-shiqu/ux-expert-skills/exp-asset-accumulation
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 guofu-shiqu/ux-expert-skills --skill exp-asset-accumulation
Clone the repo
git clone --depth 1 https://github.com/guofu-shiqu/ux-expert-skills

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 exp-asset-accumulation

README.md
[![agentmods](https://agentmods.dev/badge/skills/guofu-shiqu/ux-expert-skills/exp-asset-accumulation/github.svg)](https://agentmods.dev/skills/guofu-shiqu/ux-expert-skills/exp-asset-accumulation)
Your own site
<a href="https://agentmods.dev/skills/guofu-shiqu/ux-expert-skills/exp-asset-accumulation"><img src="https://agentmods.dev/badge/skills/guofu-shiqu/ux-expert-skills/exp-asset-accumulation/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 exp-asset-accumulation

Your own site · 80×15
<a href="https://agentmods.dev/skills/guofu-shiqu/ux-expert-skills/exp-asset-accumulation"><img src="https://agentmods.dev/badge/skills/guofu-shiqu/ux-expert-skills/exp-asset-accumulation.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 41 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 669 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.
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 $0.00041 $0.00669
Opus 5 $0.00020 $0.00334
Sonnet 5 $0.00008 $0.00134
Haiku 4.5 $0.00004 $0.00067

Measured 12d ago against content hash 2758dcae5815, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

exp-asset-accumulation 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 12d 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/exp-asset-accumulation/SKILL.md · 74 lines

What it actually says

体验资产沉淀

判断产出是否具备复用价值,选择资产类型,填写资产回写模板。

触发条件

  • 一次体验分析产生了可复用的产出
  • 服务复盘产生了可复用的场景、规则、话术、指标或案例
  • 需要将经验沉淀为可复用资产
  • 需要建立体验知识库

核心能力

1. 判断复用价值

判断产出是否具备复用价值:

  • 是否适用于多个场景
  • 是否可以被其他项目借鉴
  • 是否包含了通用的方法论或规则
  • 是否值得未来查阅和引用

2. 选择资产类型

根据产出内容,选择合适的资产类型:

资产类型 说明 适用内容
场景 典型的体验场景 场景卡、场景描述
旅程 典型的用户旅程 旅程地图、旅程阶段表
指标 可复用的体验指标 指标卡、计算方式
话术 可复用的表达和话术 客服话术、营销文案
规则 可复用的设计规则 设计准则、检查清单
案例 典型的成功或失败案例 案例分析、经验总结
模板 可复用的模板和框架 分析模板、报告模板
知识条目 可复用的知识点 方法论、原理、最佳实践
编排卡 可自动执行的编排逻辑 触发条件、判断规则、响应动作
其他 其他类型的资产 根据具体内容判断

3. 填写资产回写模板

为每种资产类型填写相应的回写模板。

输出格式:资产回写卡

【资产回写卡】

▸ 资产名称:[...]
▸ 资产类型:[场景/旅程/指标/话术/规则/案例/模板/知识条目/编排卡/其他]
▸ 来源:[来自哪个项目/分析]
▸ 适用场景:
  [这个资产适用于什么场景]

▸ 使用方法:
  [如何使用这个资产]

▸ 注意事项:
  [使用这个资产需要注意什么]

▸ 关联指标:
  [这个资产关联哪些体验指标]

▸ 更新时间:[YYYY-MM-DD]

使用方法

当一次体验分析或服务复盘产生了可复用的产出时,调用本 skill 判断复用价值,选择合适的资产类型,填写资产回写卡,将经验沉淀为可复用资产。

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. 12d ago First seen · 74 lines · 41 tokens per session scan A 2758dcae5815

Subscribe to this mod's changes

exp-asset-accumulation is a skill published in the GitHub repository guofu-shiqu/ux-expert-skills (2 stars, last pushed 2mo ago), licensed MIT. It adds 41 tokens to every session and 669 once invoked, about $0.0002 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 2026-08-31.

Related

Other skills, from other repositories

inspector-workbench

Runs Inspector UI work on the standalone Threads state lab so the agent can see the overlay. Use when a CopilotKit employee asks an agent to fix, polish, add, or debug Inspector UI, chrome, panes, overlay actions, launcher, Home, Threads, Playground, Memory, or any visual behavior in @copilotkit/web-inspector. Don't…

CopilotKit/CopilotKit · 112 tokens

obsidian-bases

Explain, draft, and validate Obsidian Bases .base files with filters, formulas, properties, summaries, and table, card, or list views. Use for Obsidian Bases, database-like vault views, dynamic tables, reading lists, task trackers, filters, formulas, summaries, and .base file edits.

AgriciDaniel/claude-obsidian · 69 tokens

save

Save a user-selected answer, decision, insight, or session summary into an Obsidian vault as one reviewed transaction. Use only when the user explicitly asks to preserve specific conversation content, not when they supply a file or URL to ingest. Triggers: /save, save this, save that answer, file this conversation…

AgriciDaniel/claude-obsidian · 80 tokens

wiki-fold

Create a bounded, extractive, structurally idempotent rollup of recent Obsidian wiki log entries, with dry-run preview by default and one optional transaction apply. Use for manual log compression without modifying child pages. Triggers: fold the log, run a fold, run wiki-fold, log rollup, roll up log entries, commit…

AgriciDaniel/claude-obsidian · 76 tokens

wiki-retrieve

Build and query a vault-local contextual BM25 retrieval index with optional multilingual Nomic cosine reranking; use for retrieve, hybrid retrieval, BM25, rerank, contextual retrieval, chunk search, vault search, semantic search, find relevant passages, or retrieval diagnostics. Derived caches stay under .vault-meta…

AgriciDaniel/claude-obsidian · 81 tokens

wiki-mode

Read or configure the vault filing methodology and suggest destinations for planned knowledge creation under Generic, LYT, PARA, or Zettelkasten. Use for wiki mode, methodology mode, what is my vault mode, set vault mode, switch to PARA, use LYT, Zettelkasten setup, change mode, configure mode, or methodology routing.…

AgriciDaniel/claude-obsidian · 83 tokens