Experiment Audit
wanshuiyin/Auto-claude-code-research-in-sleep
Audit experiment integrity before claiming results. An agent skill from wanshuiyin/Auto-claude-code-research-in-sleep.
Route HugeGraph MCP schema design, validation, and dry-run preview tasks to stable public tools.
Install Hugegraph Schema Designer
$ npx skills add apache/hugegraph-ai --skill hugegraph-schema-designer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install apache/hugegraph-ai hugegraph-schema-designer --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/apache/hugegraph-ai.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/hugegraph-schema-designer .claude/skills/hugegraph-schema-designer && 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 "hugegraph-schema-designer" agent skill from https://github.com/apache/hugegraph-ai/tree/main/skills/hugegraph-schema-designer into .claude/skills/hugegraph-schema-designer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hugegraph-schema-designer", 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/apache/hugegraph-ai/tree/main/skills/hugegraph-schema-designerType 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 apache/hugegraph-ai --skill hugegraph-schema-designer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install apache/hugegraph-ai hugegraph-schema-designer --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/apache/hugegraph-ai.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/hugegraph-schema-designer .agents/skills/hugegraph-schema-designer && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "hugegraph-schema-designer" agent skill from https://github.com/apache/hugegraph-ai/tree/main/skills/hugegraph-schema-designer into .agents/skills/hugegraph-schema-designer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hugegraph-schema-designer", 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 apache/hugegraph-ai --skill hugegraph-schema-designer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install apache/hugegraph-ai hugegraph-schema-designer --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/apache/hugegraph-ai.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/hugegraph-schema-designer .cursor/skills/hugegraph-schema-designer && 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 "hugegraph-schema-designer" agent skill from https://github.com/apache/hugegraph-ai/tree/main/skills/hugegraph-schema-designer into .cursor/skills/hugegraph-schema-designer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hugegraph-schema-designer", 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/apache/hugegraph-ai.git --path skills/hugegraph-schema-designer--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 apache/hugegraph-ai --skill hugegraph-schema-designer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install apache/hugegraph-ai hugegraph-schema-designer --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/apache/hugegraph-ai.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/hugegraph-schema-designer .gemini/skills/hugegraph-schema-designer && 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 "hugegraph-schema-designer" agent skill from https://github.com/apache/hugegraph-ai/tree/main/skills/hugegraph-schema-designer into .gemini/skills/hugegraph-schema-designer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hugegraph-schema-designer", 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 apache/hugegraph-ai hugegraph-schema-designerInstalls 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 apache/hugegraph-ai --skill hugegraph-schema-designer -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/apache/hugegraph-ai.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/hugegraph-schema-designer .github/skills/hugegraph-schema-designer && 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 "hugegraph-schema-designer" agent skill from https://github.com/apache/hugegraph-ai/tree/main/skills/hugegraph-schema-designer into .github/skills/hugegraph-schema-designer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hugegraph-schema-designer", 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 apache/hugegraph-ai --skill hugegraph-schema-designer -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install apache/hugegraph-ai hugegraph-schema-designer --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/apache/hugegraph-ai.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/hugegraph-schema-designer .opencode/skills/hugegraph-schema-designer && 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 "hugegraph-schema-designer" agent skill from https://github.com/apache/hugegraph-ai/tree/main/skills/hugegraph-schema-designer into .opencode/skills/hugegraph-schema-designer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hugegraph-schema-designer", 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
hugegraph-schema-designer- GitHub stars
- 145
- Token cost
- ~554 tokens
- SKILL.md length
- 171 words
- Files
- 2
- Skills in repo
- 5
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Route HugeGraph MCP schema design, validation, and dry-run preview tasks to stable public tools.
- The user asks to design vertex labels
- SKILL.md covers Tool Routes and Order
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Preview schema operations
What it does
Hugegraph Schema Designer is an agent skill from apache/hugegraph-ai. Route HugeGraph MCP schema design, validation, and dry-run preview tasks to stable public tools. Use when the user asks to design vertex labels, edge labels, properties, primary keys, indexes, or preview schema operations.
Its SKILL.md is about 550 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).
It sits in Databases, covering Database schema design. It works with Model Context Protocol. The repository describes itself as: The integration of HugeGraph with AI/LLM & GraphRAG. The licence is Apache-2.0.
When your agent uses it
- The user asks to design vertex labels
- Preview schema operations
Example prompts
- “/hugegraph-schema-designer”
What it can do on your machine
Read from SKILL.md and the folder at commit 9922568. 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
Hugegraph Schema Designer loads about 554 tokens when it runs. Until then it costs about 62 tokens; SKILL.md has 171 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
The full file from apache/hugegraph-ai at commit 9922568, republished under its Apache-2.0 licence (© apache). 171 words, ~554 tokens.
Download SKILL.mdSave it as
.claude/skills/hugegraph-schema-designer/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- hugegraph-schema-designer
- description
- Route HugeGraph MCP schema design, validation, and dry-run preview tasks to stable public tools. Use when the user asks to design vertex labels, edge labels, properties, primary keys, indexes, or preview schema operations.
HugeGraph Schema Designer
Tool Routes
| Goal | Tool |
|---|---|
| Inspect current schema | inspect_graph_tool(include_raw_schema=true) |
| Design schema operations | design_schema_tool(operations?) |
| Validate schema operations | apply_schema_tool(mode="validate", operations) |
| Dry-run schema operations | apply_schema_tool(mode="dry_run", operations) |
| Execute real schema apply | confirm_write_tool(plan_id) in default v2_core, one supported schema create per plan |
| Delete or roll back schema | No V1 stable tool |
The default v2_core toolset permits confirmed apply only for
create_property_key, create_vertex_label, and create_edge_label. In
HUGEGRAPH_MCP_TOOLSET=v1, real schema apply remains disabled.
Review the dry-run response before applying it. Confirm only a returned, confirmable
plan_id with confirm_write_tool(plan_id), then query get_write_status_tool(plan_id).
Schema create operations use a closed field contract. Property keys accept
data_type, cardinality, aggregate_type, and user_data; vertex labels
accept id_strategy, properties, primary_keys, nullable_keys,
index_labels, enable_label_index, and user_data; edge labels accept
source_label, target_label, properties, nullable_keys, sort_keys,
frequency, enable_label_index, and user_data. Unsupported fields,
including ttl*, are rejected during validation instead of being silently
dropped. Supported fields are forwarded and checked by a live-schema post-read.
Order
inspect_graph_tool -> design_schema_tool
-> apply_schema_tool(mode="validate")
-> apply_schema_tool(mode="dry_run")
-> review operations and preview
-> confirm_write_tool(plan_id) -> get_write_status_tool(plan_id)Structured query and plan lifecycle tools require the default v2_core toolset. For a v1 deployment, enable HUGEGRAPH_MCP_TOOLSET=v2_core and restart before using them.
© apache, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file in skills/hugegraph-schema-designer of apache/hugegraph-ai.
- SKILL.md
- agents/openai.yaml
Open the folder on GitHubat commit 9922568
Compare with similar skills
Hugegraph Schema Designer 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 |
|---|---|---|---|---|---|---|
| Hugegraph Schema Designer this skillapache/hugegraph-ai | 145 | — | ~554 | Automated safety check: Pass | Apache-2.0 | |
| Experiment Auditwanshuiyin/Auto-claude-code-research-in-sleep | 17k | — | ~3.2k | Automated safety check: Notes | MIT | |
| Codebase Explorationgiancarloerra/SocratiCode | 3.3k | 1 repos | ~1.5k | Automated safety check: Pass | AGPL-3.0 | |
| Schema Explorationtimescale/pg-aiguide | 1.9k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | |
| Tushare Plugin BuilderYourdaylight/stock_datasource | 188 | — | ~2.5k | Automated safety check: Pass | MIT | |
| Modelersidequery/sidemantic | 129 | — | ~4.2k | Automated safety check: Pass | Apache-2.0 |
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Schema Exploration
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Tushare Plugin Builder
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Turns a Tushare API doc URL into a full data plugin for the stock_datasource repo: extractor, ClickHouse schema, query service, config and curl examples.
Modeler
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Build, validate, and manage semantic models using Sidemantic.
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Related
Works with
Categories
Questions about Hugegraph Schema Designer
What does Hugegraph Schema Designer do?
Route HugeGraph MCP schema design, validation, and dry-run preview tasks to stable public tools. Hugegraph Schema Designer is an agent skill from apache/hugegraph-ai. Route HugeGraph MCP schema design, validation, and dry-run preview tasks to stable public tools.
When should I use Hugegraph Schema Designer?
Hugegraph Schema Designer fits situations like: the user asks to design vertex labels; preview schema operations.
How do I install Hugegraph Schema Designer in Claude Code?
Run `npx skills add apache/hugegraph-ai --skill hugegraph-schema-designer -a claude-code`. Or copy the skill folder (skills/hugegraph-schema-designer in apache/hugegraph-ai) into .claude/skills/hugegraph-schema-designer in your project. Claude Code loads it when a task matches its description.
How do I install Hugegraph Schema Designer in Codex?
Run `npx skills add apache/hugegraph-ai --skill hugegraph-schema-designer -a codex`. Or copy the skill folder (skills/hugegraph-schema-designer in apache/hugegraph-ai) into .agents/skills/hugegraph-schema-designer in your project. Codex loads it when a task matches its description.
Can I use Hugegraph Schema Designer 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 apache/hugegraph-ai --skill hugegraph-schema-designer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/hugegraph-schema-designer, .gemini/skills/hugegraph-schema-designer, .github/skills/hugegraph-schema-designer and .opencode/skills/hugegraph-schema-designer in your project.
What does Hugegraph Schema Designer need to run?
SKILL.md names no scripts, command-line tools or credentials: Hugegraph Schema Designer is instructions for the agent only.
Does Hugegraph Schema Designer 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 Hugegraph Schema Designer 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 Hugegraph Schema Designer use?
Hugegraph Schema Designer is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Hugegraph Schema Designer use?
About 554 tokens (SKILL.md is roughly 2.2k 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 Hugegraph Schema Designer?
Skills that share tags, products or a category with Hugegraph Schema Designer: Experiment Audit (wanshuiyin/Auto-claude-code-research-in-sleep, 17k stars), Codebase Exploration (giancarloerra/SocratiCode, 3.3k stars), Schema Exploration (timescale/pg-aiguide, 1.9k stars) and Tushare Plugin Builder (Yourdaylight/stock_datasource, 188 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Hugegraph Schema Designer?
apache (a GitHub organization) maintains it in apache/hugegraph-ai, which has 145 GitHub stars. The repository holds 5 skills in this directory. The repository was last updated on October 3, 2026.
Source: apache/hugegraph-ai on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.