Mem0 Platform SDK
mem0ai/mem0
Adds persistent memory to AI apps with the Mem0 Python and TypeScript SDKs: store, search, update and delete user memories, with framework integrations.
提供数据库设计、优化、数据工程和数据分析能力。当需要处理数据库操作、数据管道或数据分析时使用. An agent skill from Prorise-cool/Claude-Code-Multi-Agent.
Install Data Specialist
$ npx skills add Prorise-cool/Claude-Code-Multi-Agent --skill data-specialist -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Prorise-cool/Claude-Code-Multi-Agent data-specialist --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/Prorise-cool/Claude-Code-Multi-Agent.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/data-specialist .claude/skills/data-specialist && rm -rf skills-srcUse ~/.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/
Install the "data-specialist" agent skill from https://github.com/Prorise-cool/Claude-Code-Multi-Agent/tree/master/.claude/skills/data-specialist into .claude/skills/data-specialist/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "data-specialist", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/Prorise-cool/Claude-Code-Multi-Agent/tree/master/.claude/skills/data-specialistType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add Prorise-cool/Claude-Code-Multi-Agent --skill data-specialist -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Prorise-cool/Claude-Code-Multi-Agent data-specialist --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Prorise-cool/Claude-Code-Multi-Agent.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/data-specialist .agents/skills/data-specialist && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "data-specialist" agent skill from https://github.com/Prorise-cool/Claude-Code-Multi-Agent/tree/master/.claude/skills/data-specialist into .agents/skills/data-specialist/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "data-specialist", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Prorise-cool/Claude-Code-Multi-Agent --skill data-specialist -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Prorise-cool/Claude-Code-Multi-Agent data-specialist --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Prorise-cool/Claude-Code-Multi-Agent.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/data-specialist .cursor/skills/data-specialist && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "data-specialist" agent skill from https://github.com/Prorise-cool/Claude-Code-Multi-Agent/tree/master/.claude/skills/data-specialist into .cursor/skills/data-specialist/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "data-specialist", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/Prorise-cool/Claude-Code-Multi-Agent.git --path .claude/skills/data-specialist--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add Prorise-cool/Claude-Code-Multi-Agent --skill data-specialist -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Prorise-cool/Claude-Code-Multi-Agent data-specialist --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Prorise-cool/Claude-Code-Multi-Agent.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/data-specialist .gemini/skills/data-specialist && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "data-specialist" agent skill from https://github.com/Prorise-cool/Claude-Code-Multi-Agent/tree/master/.claude/skills/data-specialist into .gemini/skills/data-specialist/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "data-specialist", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install Prorise-cool/Claude-Code-Multi-Agent data-specialistInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add Prorise-cool/Claude-Code-Multi-Agent --skill data-specialist -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Prorise-cool/Claude-Code-Multi-Agent.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/data-specialist .github/skills/data-specialist && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "data-specialist" agent skill from https://github.com/Prorise-cool/Claude-Code-Multi-Agent/tree/master/.claude/skills/data-specialist into .github/skills/data-specialist/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "data-specialist", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Prorise-cool/Claude-Code-Multi-Agent --skill data-specialist -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Prorise-cool/Claude-Code-Multi-Agent data-specialist --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Prorise-cool/Claude-Code-Multi-Agent.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/data-specialist .opencode/skills/data-specialist && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "data-specialist" agent skill from https://github.com/Prorise-cool/Claude-Code-Multi-Agent/tree/master/.claude/skills/data-specialist into .opencode/skills/data-specialist/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "data-specialist", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
data-specialist- GitHub stars
- 305
- Token cost
- ~1k tokens
- SKILL.md length
- 143 words
- Files
- 54 (incl. references)
- Skills in repo
- 55
- Repo updated
- First seen
- Licence
- None found
At a glance
提供数据库设计、优化、数据工程和数据分析能力。当需要处理数据库操作、数据管道或数据分析时使用. An agent skill from Prorise-cool/Claude-Code-Multi-Agent.
- Tasks that involve Building AI agents
- SKILL.md covers When to Use This Skill and Capabilities
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Tasks that involve Data visualization
What it does
Data Specialist is an agent skill from Prorise-cool/Claude-Code-Multi-Agent. 提供数据库设计、优化、数据工程和数据分析能力。当需要处理数据库操作、数据管道或数据分析时使用。
Its SKILL.md is about 1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 54 other files, including reference files (for example `references/cursor_rules_autogen.md`, `references/cursor_rules_aws-dynamodb.md` and `references/cursor_rules_aws-rds.md`).
It sits in AI & LLM Engineering, covering Building AI agents, Data visualization and Deep learning. It works with LlamaIndex, LangChain and Amazon Web Services. The repository describes itself as: Claude-Code-Multi-Agent驱动的新一代AI编程助手生态系统，基于Claude Code构建的智能代理协调工作空间，实现从需求到交付的全流程自动化开发.
When your agent uses it
- Tasks that involve Building AI agents
- Tasks that involve Data visualization
- Tasks that involve Deep learning
Example prompts
- “/data-specialist”
What it can do on your machine
Read from SKILL.md and the folder at commit 0dc1305. 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
Data Specialist loads about 1k tokens when it runs, and up to ~117k if it reads all its reference files. Until then it costs about 16 tokens; SKILL.md has 143 words of instructions outside code blocks.
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
Without a licence we can't republish the file, so here is its outline and opening line. It has 143 words (~1,038 tokens).
- name
- data-specialist
Files
SKILL.md and 53 other files (references) in .claude/skills/data-specialist of Prorise-cool/Claude-Code-Multi-Agent.
- SKILL.md
- references/cursor_rules_autogen.md
- references/cursor_rules_aws-dynamodb.md
- references/cursor_rules_aws-rds.md
- references/cursor_rules_crewai.md
- references/cursor_rules_cuda.md
- references/cursor_rules_dask.md
- references/cursor_rules_drizzle.md
- references/cursor_rules_duckdb.md
- references/cursor_rules_elasticsearch.md
- references/cursor_rules_firebase.md
- references/cursor_rules_huggingface.md
- references/cursor_rules_jax.md
- references/cursor_rules_keras.md
- references/cursor_rules_langchain-js.md
- references/cursor_rules_langchain.md
- references/cursor_rules_langgraph.md
- references/cursor_rules_lightgbm.md
- references/cursor_rules_llama-index.md
- references/cursor_rules_llamaindex-js.md
- … and 34 more
Open the folder on GitHubat commit 0dc1305
Compare with similar skills
Data Specialist 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Data Specialist this skillProrise-cool/Claude-Code-Multi-Agent | 305 | — | ~1k | Automated safety check: Pass | None | |
| Mem0 Platform SDKmem0ai/mem0 | 67k | 1 repos | ~2.2k | Automated safety check: Pass | Apache-2.0 | |
| Upgrade Stripekanchengw/cnllm | 175 | 3 repos | ~1.4k | Automated safety check: Pass | Apache-2.0 | |
| Langfusedavila7/claude-code-templates | 32k | 5 repos | ~1.4k | Automated safety check: Pass | MIT | |
| Model Servingancoleman/ai-design-components | 526 | — | ~3.4k | Automated safety check: Pass | MIT | |
| Agentsop Framework Selectionagentsope/SkillAlchemy | 466 | — | ~5.8k | Automated safety check: Pass | MIT |
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Works with
Questions about Data Specialist
What does Data Specialist do?
提供数据库设计、优化、数据工程和数据分析能力。当需要处理数据库操作、数据管道或数据分析时使用. An agent skill from Prorise-cool/Claude-Code-Multi-Agent. Data Specialist is an agent skill from Prorise-cool/Claude-Code-Multi-Agent.
When should I use Data Specialist?
Data Specialist fits situations like: tasks that involve Building AI agents; tasks that involve Data visualization; tasks that involve Deep learning.
How do I install Data Specialist in Claude Code?
Run `npx skills add Prorise-cool/Claude-Code-Multi-Agent --skill data-specialist -a claude-code`. Or copy the skill folder (.claude/skills/data-specialist in Prorise-cool/Claude-Code-Multi-Agent) into .claude/skills/data-specialist in your project. Claude Code loads it when a task matches its description.
How do I install Data Specialist in Codex?
Run `npx skills add Prorise-cool/Claude-Code-Multi-Agent --skill data-specialist -a codex`. Or copy the skill folder (.claude/skills/data-specialist in Prorise-cool/Claude-Code-Multi-Agent) into .agents/skills/data-specialist in your project. Codex loads it when a task matches its description.
Can I use Data Specialist 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 Prorise-cool/Claude-Code-Multi-Agent --skill data-specialist -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/data-specialist, .gemini/skills/data-specialist, .github/skills/data-specialist and .opencode/skills/data-specialist in your project.
What does Data Specialist need to run?
SKILL.md names no scripts, command-line tools or credentials: Data Specialist is instructions for the agent only.
Does Data Specialist 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 Data Specialist 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 Data Specialist use?
No licence was found for Data Specialist or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Data Specialist use?
About 1k tokens (SKILL.md is roughly 4.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 115k tokens, read only when the agent opens those files.
What are the alternatives to Data Specialist?
Skills that share tags, products or a category with Data Specialist: Mem0 Platform SDK (mem0ai/mem0, 67k stars), Upgrade Stripe (kanchengw/cnllm, 175 stars), Langfuse (davila7/claude-code-templates, 32k stars) and Model Serving (ancoleman/ai-design-components, 526 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Data Specialist?
Prorise-cool (a GitHub user) maintains it in Prorise-cool/Claude-Code-Multi-Agent, which has 305 GitHub stars. The repository holds 55 skills in this directory. The repository was last updated on September 16, 2026.
Source: Prorise-cool/Claude-Code-Multi-Agent on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.