Agent skill

Dynamic Capabilities

by zhu1090093659 in zhu1090093659/dsh-trading

一次性批量计算/跨标的聚合与可复用小工具的官方通路指南:0.1.7 宿主已移除 cordisdefine/cordisrun 动态包,一次性需求用 bash 跑即弃脚本,可复用助手走官方 cordis preset + Plugin Manager 持久化插件;含优先关系与交易安全边界(禁止规避下单闸门)。

Custom licenceAuto-check passedBusiness, Finance & HR

Install Dynamic Capabilities

skills CLI
$ npx skills add zhu1090093659/dsh-trading --skill dynamic-capabilities -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install zhu1090093659/dsh-trading dynamic-capabilities --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/zhu1090093659/dsh-trading.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/dynamic-capabilities .claude/skills/dynamic-capabilities && rm -rf skills-src

Use ~/.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/

Facts

Skill name
dynamic-capabilities
GitHub stars
236
Token cost
~672 tokens
SKILL.md length
200 words
Files
1
Skills in repo
11
Repo updated
First seen
Licence
Custom licence

At a glance

一次性批量计算/跨标的聚合与可复用小工具的官方通路指南:0.1.7 宿主已移除 cordisdefine/cordisrun 动态包,一次性需求用 bash 跑即弃脚本,可复用助手走官方 cordis preset + Plugin Manager 持久化插件;含优先关系与交易安全边界(禁止规避下单闸门)。

  • Works in 5 steps: 需求分流 → 什么时候不用(优先关系) → 安全边界(红线) → …
  • Tasks that involve Trading and backtesting
  • SKILL.md covers 1. 需求分流, 2. 什么时候不用(优先关系), 3. 安全边界(红线) and 4. 典型流程, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Dynamic Capabilities is an agent skill from zhu1090093659/dsh-trading. 一次性批量计算/跨标的聚合与可复用小工具的官方通路指南:0.1.7 宿主已移除 cordisdefine/cordisrun 动态包,一次性需求用 bash 跑即弃脚本,可复用助手走官方 cordis preset + Plugin Manager 持久化插件;含优先关系与交易安全边界(禁止规避下单闸门)。

Its SKILL.md is about 670 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Business, Finance & HR, covering Trading and backtesting. It works with Bash. The repository describes itself as: Agent-native trading terminal built on DeepSeek Harness. Crypto, US, CN and HK in one three-column GUI, 19+ hot-swappable connectors, dry-run by default with human approval on…

When your agent uses it

  • Tasks that involve Trading and backtesting

Example prompts

  • “/dynamic-capabilities”

Workflow steps

5 steps, taken from the step headings in SKILL.md.

  1. 需求分流
  2. 什么时候不用(优先关系)
  3. 安全边界(红线)
  4. 典型流程
  5. 与本仓工具面的关系速查

What it can do on your machine

Read from SKILL.md and the folder at commit a405269. 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

    No scripts in the folder and no shell commands in SKILL.md.

    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

Dynamic Capabilities loads about 672 tokens when it runs. Until then it costs about 44 tokens; SKILL.md has 200 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~44
When it runs · the whole SKILL.md, loaded when a task matches
~672

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); files beside SKILL.md are not scanned.

SKILL.md

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 200 words (~672 tokens).

“0.1.7 宿主已移除 cordis_define / cordis_run 动态包工具(@deepseek-ai/dsh-tool-cordis 只剩只读巡检 cordis_inspect_*,且由官方 cordis preset 挂载)。本技能指导在 trading profile 中用官方通路完成同类需求。”

— opening of SKILL.md by zhu1090093659, Custom licence
name
dynamic-capabilities

Read the full SKILL.md on GitHub

Files

Just SKILL.md in .agents/skills/dynamic-capabilities of zhu1090093659/dsh-trading.

Open the folder on GitHubat commit a405269

Compare with similar skills

Dynamic Capabilities 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.

Dynamic Capabilities compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Dynamic Capabilities this skillzhu1090093659/dsh-trading236—~672Automated safety check: PassCustom licence
Tradingview MCPatilaahmettaner/tradingview-mcp5k—~1.3kAutomated safety check: PassMIT
Tushare Datazillionare/zillionare3222 repos~2.3kAutomated safety check: PassNone
Digital Oraclekomako-workshop/digital-oracle878—~5.9kAutomated safety check: PassMIT
Polyclawchainstacklabs/polyclaw3591 repos~2kAutomated safety check: PassApache-2.0
Markdownfacioquo/stock-indicators-dotnet1.2k—~812Automated safety check: PassApache-2.0

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Works with

Questions about Dynamic Capabilities

What does Dynamic Capabilities do?

一次性批量计算/跨标的聚合与可复用小工具的官方通路指南:0.1.7 宿主已移除 cordisdefine/cordisrun 动态包,一次性需求用 bash 跑即弃脚本,可复用助手走官方 cordis preset + Plugin Manager 持久化插件;含优先关系与交易安全边界(禁止规避下单闸门)。. Dynamic Capabilities is an agent skill from zhu1090093659/dsh-trading.

When should I use Dynamic Capabilities?

Dynamic Capabilities fits situations like: tasks that involve Trading and backtesting.

How do I install Dynamic Capabilities in Claude Code?

Run `npx skills add zhu1090093659/dsh-trading --skill dynamic-capabilities -a claude-code`. Or copy the skill folder (.agents/skills/dynamic-capabilities in zhu1090093659/dsh-trading) into .claude/skills/dynamic-capabilities in your project. Claude Code loads it when a task matches its description.

How do I install Dynamic Capabilities in Codex?

Run `npx skills add zhu1090093659/dsh-trading --skill dynamic-capabilities -a codex`. Or copy the skill folder (.agents/skills/dynamic-capabilities in zhu1090093659/dsh-trading) into .agents/skills/dynamic-capabilities in your project. Codex loads it when a task matches its description.

Can I use Dynamic Capabilities 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 zhu1090093659/dsh-trading --skill dynamic-capabilities -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/dynamic-capabilities, .gemini/skills/dynamic-capabilities, .github/skills/dynamic-capabilities and .opencode/skills/dynamic-capabilities in your project.

What does Dynamic Capabilities need to run?

SKILL.md names no scripts, command-line tools or credentials: Dynamic Capabilities is instructions for the agent only.

Does Dynamic Capabilities 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 Dynamic Capabilities 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. Review the folder before installing.

What licence does Dynamic Capabilities use?

Dynamic Capabilities has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Dynamic Capabilities use?

About 672 tokens (SKILL.md is roughly 2.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Dynamic Capabilities?

Skills that share tags, products or a category with Dynamic Capabilities: Tradingview MCP (atilaahmettaner/tradingview-mcp, 5k stars), Tushare Data (zillionare/zillionare, 322 stars), Digital Oracle (komako-workshop/digital-oracle, 878 stars) and Polyclaw (chainstacklabs/polyclaw, 359 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Dynamic Capabilities?

zhu1090093659 (a GitHub user) maintains it in zhu1090093659/dsh-trading, which has 236 GitHub stars. The repository holds 11 skills in this directory. The repository was last updated on October 10, 2026.

Source: zhu1090093659/dsh-trading on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.