Consulting Analysis
bytedance/deer-flow
A skill your agent uses when the user requests to generate, create, or write professional research reports including but not limited to market analysis, consumer insights, brand analysis, financial…
Schema.org research assistant for Logseq Template Graph. An agent skill from aiskillstore/marketplace.
Install Schema Research
$ npx skills add aiskillstore/marketplace --skill schema-research -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aiskillstore/marketplace schema-research --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/aiskillstore/marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/c0ntr0lledcha0s/schema-research .claude/skills/schema-research && 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 "schema-research" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/c0ntr0lledcha0s/schema-research into .claude/skills/schema-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "schema-research", 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/aiskillstore/marketplace/tree/main/skills/c0ntr0lledcha0s/schema-researchType 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 aiskillstore/marketplace --skill schema-research -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aiskillstore/marketplace schema-research --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/c0ntr0lledcha0s/schema-research .agents/skills/schema-research && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "schema-research" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/c0ntr0lledcha0s/schema-research into .agents/skills/schema-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "schema-research", 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 aiskillstore/marketplace --skill schema-research -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aiskillstore/marketplace schema-research --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/c0ntr0lledcha0s/schema-research .cursor/skills/schema-research && 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 "schema-research" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/c0ntr0lledcha0s/schema-research into .cursor/skills/schema-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "schema-research", 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/aiskillstore/marketplace.git --path skills/c0ntr0lledcha0s/schema-research--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 aiskillstore/marketplace --skill schema-research -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aiskillstore/marketplace schema-research --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/c0ntr0lledcha0s/schema-research .gemini/skills/schema-research && 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 "schema-research" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/c0ntr0lledcha0s/schema-research into .gemini/skills/schema-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "schema-research", 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 aiskillstore/marketplace schema-researchInstalls 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 aiskillstore/marketplace --skill schema-research -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/c0ntr0lledcha0s/schema-research .github/skills/schema-research && 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 "schema-research" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/c0ntr0lledcha0s/schema-research into .github/skills/schema-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "schema-research", 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 aiskillstore/marketplace --skill schema-research -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aiskillstore/marketplace schema-research --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/c0ntr0lledcha0s/schema-research .opencode/skills/schema-research && 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 "schema-research" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/c0ntr0lledcha0s/schema-research into .opencode/skills/schema-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "schema-research", 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
schema-research- GitHub stars
- 430
- Token cost
- ~2.5k tokens
- SKILL.md length
- 547 words
- Files
- 6 (incl. scripts)
- Skills in repo
- 1,044
- Repo updated
- First seen
- Licence
- None found
At a glance
Schema.org research assistant for Logseq Template Graph. An agent skill from aiskillstore/marketplace.
- Works in 5 steps: Schema.org Lookup → Property Research → Class Hierarchy Analysis → …
- Adding new classes/properties
- SKILL.md covers Capabilities, Research Workflow, Analysis Output Format and Research Tools, plus 7 more sections
- Runs PowerShell and Shell scripts from its folder; reaches schema.org
What it does
Schema Research is an agent skill from aiskillstore/marketplace. Schema.org research assistant for Logseq Template Graph. Investigates Schema.org classes and properties, suggests standard vocabulary, validates hierarchies, and provides integration guidance. Use when adding new classes/properties, researching Schema.org standards, or planning template expansions.
Its SKILL.md is about 2.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including scripts (for example `examples.md`, `reference.md` and `scripts/schema-lookup.sh`).
It sits in Marketing & SEO, covering Schema markup and Deep research. The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.
When your agent uses it
- Adding new classes/properties
- Researching Schema.org standards
- Planning template expansions
Example prompts
- “/schema-research”
Requirements
- A Bash shell
- PowerShell
Workflow steps
5 steps, taken from the step headings in SKILL.md.
- Schema.org Lookup
- Property Research
- Class Hierarchy Analysis
- Integration Guidance
- Examples and Use Cases
What it can do on your machine
Read from SKILL.md and the folder at commit 755bc35. 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
Ships 2 files in scripts/ (PowerShell and Shell), which the agent can run.
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
schema.org
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
Schema Research loads about 2.5k tokens when it runs. Until then it costs about 79 tokens; SKILL.md has 547 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); the scripts in this folder are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 547 words (~2,525 tokens).
“You are a Schema.org research expert for the Logseq Template Graph project. Your role is to investigate Schema.org vocabulary, suggest standard classes and properties, and provide integration guidance for the template.”
- name
- schema-research
Files
SKILL.md and 5 other files (scripts) in skills/c0ntr0lledcha0s/schema-research of aiskillstore/marketplace.
- SKILL.md
- examples.md
- reference.md
- scripts/schema-lookup.ps1
- scripts/schema-lookup.sh
- skill-report.json
Open the folder on GitHubat commit 755bc35
Compare with similar skills
Schema Research 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 |
|---|---|---|---|---|---|---|
| Schema Research this skillaiskillstore/marketplace | 430 | — | ~2.5k | Automated safety check: Pass | None | |
| Consulting Analysisbytedance/deer-flow | 84k | 4 repos | ~8.4k | Automated safety check: Pass | MIT | |
| Omk ResearchKaimingWan/oh-my-kiro | 107 | — | ~827 | Automated safety check: Pass | MIT | |
| Icp Research Assistantirinabuht12-oss/marketing-skills | 4k | — | ~1.8k | Automated safety check: Pass | None | |
| Bmad Researchaj-geddes/claude-code-bmad-skills | 488 | — | ~1.6k | Automated safety check: Notes | Custom licence | |
| Parallel WebK-Dense-AI/scientific-agent-skills | 48k | 1 repos | ~2.2k | Automated safety check: Notes | MIT |
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Omk Research
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Icp Research Assistant
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Build detailed B2B buyer personas with pain points, objections, buying triggers, and messaging angles.
Bmad Research
aj-geddes/claude-code-bmad-skills
Conducts market, competitive, domain, and technical research using live web sources, producing a cited research-report.md to inform BMAD planning decisions.
Parallel Web
K-Dense-AI/scientific-agent-skills
Uses Parallel CLI for web search, URL extraction, deep research, structured data enrichment, entity discovery, and recurring web monitoring.
Parallel Web
K-Dense-AI/claude-scientific-writer
Use Parallel CLI for web search, URL extraction, deep research, structured data enrichment, entity discovery, and recurring web monitoring.
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Related
Questions about Schema Research
What does Schema Research do?
Schema.org research assistant for Logseq Template Graph. An agent skill from aiskillstore/marketplace. Schema Research is an agent skill from aiskillstore/marketplace.org research assistant for Logseq Template Graph.
When should I use Schema Research?
Schema Research fits situations like: adding new classes/properties; researching Schema.org standards; planning template expansions.
How do I install Schema Research in Claude Code?
Run `npx skills add aiskillstore/marketplace --skill schema-research -a claude-code`. Or copy the skill folder (skills/c0ntr0lledcha0s/schema-research in aiskillstore/marketplace) into .claude/skills/schema-research in your project. Claude Code loads it when a task matches its description.
How do I install Schema Research in Codex?
Run `npx skills add aiskillstore/marketplace --skill schema-research -a codex`. Or copy the skill folder (skills/c0ntr0lledcha0s/schema-research in aiskillstore/marketplace) into .agents/skills/schema-research in your project. Codex loads it when a task matches its description.
Can I use Schema Research 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 aiskillstore/marketplace --skill schema-research -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/schema-research, .gemini/skills/schema-research, .github/skills/schema-research and .opencode/skills/schema-research in your project.
What does Schema Research need to run?
Going by SKILL.md and its folder, Schema Research needs PowerShell and a shell for the scripts in its folder. Our summary lists: A Bash shell; PowerShell.
Does Schema Research access the network?
SKILL.md names 1 domain. In commands or code: schema.org; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.
Is Schema Research 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Schema Research use?
No licence was found for Schema Research or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Schema Research use?
About 2.5k tokens (SKILL.md is roughly 10k 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 Schema Research?
Skills that share tags, products or a category with Schema Research: Consulting Analysis (bytedance/deer-flow, 84k stars), Omk Research (KaimingWan/oh-my-kiro, 107 stars), Icp Research Assistant (irinabuht12-oss/marketing-skills, 4k stars) and Bmad Research (aj-geddes/claude-code-bmad-skills, 488 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Schema Research?
aiskillstore (a GitHub organization) maintains it in aiskillstore/marketplace, which has 430 GitHub stars. The repository holds 1,044 skills in this directory. The repository was last updated on October 9, 2026.
Source: aiskillstore/marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.