Perplexity 2
sundial-org/awesome-openclaw-skills
Deep search via Perplexity API. An agent skill from sundial-org/awesome-openclaw-skills.
Verify a research claim or academic citation by tracing it through publication → methodology → raw data → independent replication.
Install Academic Verify
$ npx skills add inbrainfun/inbrain --skill academic-verify -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install inbrainfun/inbrain academic-verify --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/academic-verify .claude/skills/academic-verify && 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 "academic-verify" agent skill from https://github.com/inbrainfun/inbrain/tree/main/skills/academic-verify into .claude/skills/academic-verify/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "academic-verify", 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/academic-verifyType 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 academic-verify -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install inbrainfun/inbrain academic-verify --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/academic-verify .agents/skills/academic-verify && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "academic-verify" agent skill from https://github.com/inbrainfun/inbrain/tree/main/skills/academic-verify into .agents/skills/academic-verify/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "academic-verify", 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 academic-verify -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install inbrainfun/inbrain academic-verify --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/academic-verify .cursor/skills/academic-verify && 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 "academic-verify" agent skill from https://github.com/inbrainfun/inbrain/tree/main/skills/academic-verify into .cursor/skills/academic-verify/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "academic-verify", 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/academic-verify--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 academic-verify -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install inbrainfun/inbrain academic-verify --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/academic-verify .gemini/skills/academic-verify && 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 "academic-verify" agent skill from https://github.com/inbrainfun/inbrain/tree/main/skills/academic-verify into .gemini/skills/academic-verify/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "academic-verify", 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 academic-verifyInstalls 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 academic-verify -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/academic-verify .github/skills/academic-verify && 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 "academic-verify" agent skill from https://github.com/inbrainfun/inbrain/tree/main/skills/academic-verify into .github/skills/academic-verify/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "academic-verify", 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 academic-verify -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 academic-verify --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/academic-verify .opencode/skills/academic-verify && 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 "academic-verify" agent skill from https://github.com/inbrainfun/inbrain/tree/main/skills/academic-verify into .opencode/skills/academic-verify/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "academic-verify", 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
academic-verify- GitHub stars
- 142
- Used in
- 1 other repo
- Token cost
- ~2.3k tokens
- SKILL.md length
- 739 words
- Files
- 2
- Skills in repo
- 54
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Verify a research claim or academic citation by tracing it through publication → methodology → raw data → independent replication.
- A book/article/conversation cites a study and you want to confirm the claim is real
- SKILL.md covers What this is, When to use this, What this skill is NOT and How it works (D7/α: pure…, plus 7 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Accurately characterized
What it does
Academic Verify is an agent skill from inbrainfun/inbrain. Verify a research claim or academic citation by tracing it through publication → methodology → raw data → independent replication. Routes through perplexity-research for the actual web lookup, then formats results as a citation-checked brain page. Use when a book/article/conversation cites a study and you want to confirm the claim is real, replicated, and accurately characterized.
Its SKILL.md is about 2.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file.
It sits in Productivity & Automation, covering Web search and Citation management. It works with Perplexity.
When your agent uses it
- A book/article/conversation cites a study and you want to confirm the claim is real
- Accurately characterized
Example prompts
- “/academic-verify”
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
No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).
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
Academic Verify loads about 2.3k tokens when it runs. Until then it costs about 100 tokens; SKILL.md has 739 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 739 words (~2,322 tokens).
“A claim-verification flow for academic / research statements. When a book, article, or speaker cites a study or quotes a number, this skill traces the claim through:”
- name
- academic-verify
- version
- 0.1.0
- triggers
- verify this academic claim, check this study, academic verify, validate citation, is this study real, Retraction Watch
- mutating
- true
- writes_pages
- true
- writes_to
- concepts/
Files
SKILL.md and 1 other file in skills/academic-verify of inbrainfun/inbrain.
- SKILL.md
- routing-eval.jsonl
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
Academic Verify 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 |
|---|---|---|---|---|---|---|
| Academic Verify this skillinbrainfun/inbrain | 142 | 1 repos | ~2.3k | Automated safety check: Pass | Custom licence | |
| Perplexity 2sundial-org/awesome-openclaw-skills | 663 | — | ~618 | Automated safety check: Pass | None | |
| Research Lookupdavila7/claude-code-templates | 32k | 10 repos | ~5k | Automated safety check: Notes | MIT | |
| Perplexity 3sundial-org/awesome-openclaw-skills | 663 | — | ~1.6k | Automated safety check: Pass | None | |
| Perplexitymajiayu000/claude-skill-registry | 666 | 3 repos | ~217 | Automated safety check: Pass | MIT | |
| Perplexity SearchescapeWu/perplexity-ai | 169 | — | ~1.8k | Automated safety check: Pass | MIT |
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sundial-org/awesome-openclaw-skills
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majiayu000/claude-skill-registry
Search the web with AI-powered answers via Perplexity API. An agent skill from majiayu000/claude-skill-registry.
Perplexity Search
escapeWu/perplexity-ai
Searches the live web with citations through perplexity-mcp v2 tools or a bundled Python REST client, with focused ask, deep research and detached tasks.
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Shell scripts for web search and research through the Perplexity API: raw results, cited answers, background deep research and page fetching, with results cached on disk.
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Related
Works with
Questions about Academic Verify
What does Academic Verify do?
Verify a research claim or academic citation by tracing it through publication → methodology → raw data → independent replication. Academic Verify is an agent skill from inbrainfun/inbrain. Verify a research claim or academic citation by tracing it through publication → methodology → raw data → independent replication.
When should I use Academic Verify?
Academic Verify fits situations like: A book/article/conversation cites a study and you want to confirm the claim is real; accurately characterized.
How do I install Academic Verify in Claude Code?
Run `npx skills add inbrainfun/inbrain --skill academic-verify -a claude-code`. Or copy the skill folder (skills/academic-verify in inbrainfun/inbrain) into .claude/skills/academic-verify in your project. Claude Code loads it when a task matches its description.
How do I install Academic Verify in Codex?
Run `npx skills add inbrainfun/inbrain --skill academic-verify -a codex`. Or copy the skill folder (skills/academic-verify in inbrainfun/inbrain) into .agents/skills/academic-verify in your project. Codex loads it when a task matches its description.
Can I use Academic Verify 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 academic-verify -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/academic-verify, .gemini/skills/academic-verify, .github/skills/academic-verify and .opencode/skills/academic-verify in your project.
What does Academic Verify need to run?
SKILL.md names no scripts, command-line tools or credentials: Academic Verify is instructions for the agent only.
Does Academic Verify 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 Academic Verify 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 Academic Verify use?
Academic Verify 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 Academic Verify use?
About 2.3k tokens (SKILL.md is roughly 9.3k 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 Academic Verify?
Skills that share tags, products or a category with Academic Verify: Perplexity 2 (sundial-org/awesome-openclaw-skills, 663 stars), Research Lookup (davila7/claude-code-templates, 32k stars), Perplexity 3 (sundial-org/awesome-openclaw-skills, 663 stars) and Perplexity (majiayu000/claude-skill-registry, 666 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Academic Verify?
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.