NotebookLM Research Assistant
PleasePrompto/notebooklm-skill
Lets Claude Code ask questions of your Google NotebookLM notebooks through browser automation and return answers grounded in your uploaded sources.
Evolve your brain's schema pack. An agent skill from inbrainfun/inbrain.
Custom licenceAuto-check passed
Install Schema Author
$ npx skills add inbrainfun/inbrain --skill schema-author -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install inbrainfun/inbrain schema-author --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/inbrainfun/inbrain.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/schema-author .claude/skills/schema-author && 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-author" agent skill from https://github.com/inbrainfun/inbrain/tree/main/skills/schema-author into .claude/skills/schema-author/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "schema-author", 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/inbrainfun/inbrain/tree/main/skills/schema-authorType 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 inbrainfun/inbrain --skill schema-author -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install inbrainfun/inbrain schema-author --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/inbrainfun/inbrain.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/schema-author .agents/skills/schema-author && 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-author" agent skill from https://github.com/inbrainfun/inbrain/tree/main/skills/schema-author into .agents/skills/schema-author/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "schema-author", 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 inbrainfun/inbrain --skill schema-author -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install inbrainfun/inbrain schema-author --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/inbrainfun/inbrain.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/schema-author .cursor/skills/schema-author && 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-author" agent skill from https://github.com/inbrainfun/inbrain/tree/main/skills/schema-author into .cursor/skills/schema-author/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "schema-author", 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/inbrainfun/inbrain.git --path skills/schema-author--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 inbrainfun/inbrain --skill schema-author -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install inbrainfun/inbrain schema-author --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/inbrainfun/inbrain.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/schema-author .gemini/skills/schema-author && 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-author" agent skill from https://github.com/inbrainfun/inbrain/tree/main/skills/schema-author into .gemini/skills/schema-author/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "schema-author", 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 inbrainfun/inbrain schema-authorInstalls 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 inbrainfun/inbrain --skill schema-author -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/inbrainfun/inbrain.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/schema-author .github/skills/schema-author && 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-author" agent skill from https://github.com/inbrainfun/inbrain/tree/main/skills/schema-author into .github/skills/schema-author/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "schema-author", 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 inbrainfun/inbrain --skill schema-author -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install inbrainfun/inbrain schema-author --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/inbrainfun/inbrain.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/schema-author .opencode/skills/schema-author && 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-author" agent skill from https://github.com/inbrainfun/inbrain/tree/main/skills/schema-author into .opencode/skills/schema-author/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "schema-author", 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-author- GitHub stars
- 142
- Used in
- 1 other repo
- Token cost
- ~3.3k tokens
- SKILL.md length
- 1,204 words
- Files
- 1
- Skills in repo
- 54
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Evolve your brain's schema pack. An agent skill from inbrainfun/inbrain.
- Works in 7 steps: Brain (know which pack is active) → Assess (what does the current pack cover?) → Propose (what types should the pack add?) → …
- An agent notices untyped pages
- SKILL.md covers Non-goals (use these other…, Convention, When to invoke and Tutorial + vision, plus 6 more sections
- Calls git
What it does
Schema Author is an agent skill from inbrainfun/inbrain. Evolve your brain's schema pack. Add page types, propose new ones from corpus scans, backfill page.type on existing pages, audit pack health. Triggers when an agent notices untyped pages, custom domains needing typed entities (researcher, contract, deposition), or wants to see what types the pack declares.
Its SKILL.md is about 3.3k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
When your agent uses it
- An agent notices untyped pages
- Custom domains needing typed entities (researcher
- Wants to see what types the pack declares
Example prompts
- “/schema-author”
Workflow steps
7 steps, taken from the step headings in SKILL.md.
- Brain (know which pack is active)
- Assess (what does the current pack cover?)
- Propose (what types should the pack add?)
- Apply (mutate the pack)
- Sync (backfill existing pages with the new types)
- Verify
- Commit (preserve the change)
What it can do on your machine
Read from SKILL.md and the folder at commit 5231990. 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
Shell commands in SKILL.md call:
git
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.
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 Author loads about 3.3k tokens when it runs. Until then it costs about 80 tokens; SKILL.md has 1,204 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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 1,204 words (~3,308 tokens).
“This skill AUTHORS the schema pack (adds page types, link verbs, prefixes, flags). For these adjacent jobs, route elsewhere:”
- name
- schema-author
- tools
- inbrain schema active, inbrain schema list, inbrain schema stats, inbrain schema review-orphans, inbrain schema detect, inbrain schema suggest, inbrain schema…
- triggers
- add a page type, add a type to my schema, my brain has untyped pages, schema isn't matching my notes, propose new types from my corpus, backfill page types…
- brain_first
- exempt
Files
Just SKILL.md in skills/schema-author of inbrainfun/inbrain.
Open the folder on GitHubat commit 5231990
Used in 1 other repository
We found 2 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in inbrainfun/inbrain, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Schema Author 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 Author this skillinbrainfun/inbrain | 142 | 1 repos | ~3.3k | Automated safety check: Pass | Custom licence | |
| NotebookLM Research AssistantPleasePrompto/notebooklm-skill | 7.8k | 13 repos | ~2.4k | Automated safety check: Notes | MIT | |
| Hypothesis Generationspacering-net/codeg | 3.8k | 15 repos | ~3.6k | Automated safety check: Notes | MIT | |
| GitHub Deep Researchbytedance/deer-flow | 83k | 5 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Tavily Web Searchallenpeng0705/EnvoyMesh | 3.1k | 4 repos | ~2.5k | Automated safety check: Notes | None | |
| Nature Paper CardYuan1z0825/nature-skills | 46k | 2 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 |
Similar skills
Hypothesis Generation
spacering-net/codeg
Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg.
GitHub Deep Research
bytedance/deer-flow
Researches a GitHub repository over four rounds using the GitHub API and web search, then writes a structured markdown report with timeline, metrics and Mermaid diagrams.
Tavily Web Search
allenpeng0705/EnvoyMesh
Searches the web through the Tavily API with LLM-friendly output: clean structured results, optional AI-written answers, domain filters, news mode, images and raw content.
Nature Paper Card
Yuan1z0825/nature-skills
Builds a structured deep-reading card for one scientific paper, covering methods, how experiments support claims, limitations and research ideas, with a script to prepare the source.
Agent Reach
Panniantong/Agent-Reach
Routes web research and platform lookups across 16 sites, including Twitter, Reddit, YouTube, Bilibili, Xiaohongshu and GitHub, through one command-line tool.
More from inbrainfun/inbrain
All 54 skills in this repoAcademic Verify
inbrainfun/inbrain
Verify a research claim or academic citation by tracing it through publication → methodology → raw data → independent replication.
Cold Start
inbrainfun/inbrain
Day-one data bootstrapping for a new brain. An agent skill from inbrainfun/inbrain.
Enrich
inbrainfun/inbrain
Enrich brain pages with tiered enrichment protocol. An agent skill from inbrainfun/inbrain.
Idea Lineage
inbrainfun/inbrain
Trace one idea's evolution through the brain: first mention, best articulation, related concepts, reversals, contradictions, abandoned branches, and the current live version.
Maintain
inbrainfun/inbrain
Brain health checks: back-link enforcement, citation audit, filing validation, stale info detection, orphan pages, and benchmarks.
Idea Ingest
inbrainfun/inbrain
Ingest links, articles, tweets, and ideas into the brain. An agent skill from inbrainfun/inbrain.
Questions about Schema Author
What does Schema Author do?
Evolve your brain's schema pack. An agent skill from inbrainfun/inbrain. Schema Author is an agent skill from inbrainfun/inbrain. Evolve your brain's schema pack.
When should I use Schema Author?
Schema Author fits situations like: an agent notices untyped pages; custom domains needing typed entities (researcher; wants to see what types the pack declares.
How do I install Schema Author in Claude Code?
Run `npx skills add inbrainfun/inbrain --skill schema-author -a claude-code`. Or copy the skill folder (skills/schema-author in inbrainfun/inbrain) into .claude/skills/schema-author in your project. Claude Code loads it when a task matches its description.
How do I install Schema Author in Codex?
Run `npx skills add inbrainfun/inbrain --skill schema-author -a codex`. Or copy the skill folder (skills/schema-author in inbrainfun/inbrain) into .agents/skills/schema-author in your project. Codex loads it when a task matches its description.
Can I use Schema Author 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 inbrainfun/inbrain --skill schema-author -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-author, .gemini/skills/schema-author, .github/skills/schema-author and .opencode/skills/schema-author in your project.
What does Schema Author need to run?
Going by SKILL.md and its folder, Schema Author needs the command-line tools its instructions call (git).
Does Schema Author access the network?
SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Schema Author 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 Schema Author use?
Schema Author 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 Schema Author use?
About 3.3k tokens (SKILL.md is roughly 13k 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 Author?
Skills that share tags, products or a category with Schema Author: NotebookLM Research Assistant (PleasePrompto/notebooklm-skill, 7.8k stars), Hypothesis Generation (spacering-net/codeg, 3.8k stars), GitHub Deep Research (bytedance/deer-flow, 83k stars) and Tavily Web Search (allenpeng0705/EnvoyMesh, 3.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Schema Author?
inbrainfun (a GitHub user) maintains it in inbrainfun/inbrain, which has 142 GitHub stars. The repository holds 54 skills in this directory. The repository was last updated on July 17, 2026.
Source: inbrainfun/inbrain on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.