Agent skill

Update Video Survey

by LJungang in LJungang/Awesome-Video-Reasoning-Landscape

Maintain the Awesome Video Reasoning Landscape catalog from paper URLs, arXiv or DOI identifiers, BibTeX, or research notes; verify metadata and placement, edit the canonical JSON, and synchronize…

No licenceAuto-check passedResearch & Science

Install Update Video Survey

skills CLI
$ npx skills add LJungang/Awesome-Video-Reasoning-Landscape --skill update-video-survey -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install LJungang/Awesome-Video-Reasoning-Landscape update-video-survey --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/LJungang/Awesome-Video-Reasoning-Landscape.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/update-video-survey .claude/skills/update-video-survey && rm -rf skills-src

Use ~/.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/

Facts

Skill name
update-video-survey
GitHub stars
193
Token cost
~1.6k tokens
SKILL.md length
784 words
Files
1
Skills in repo
1
Repo updated
First seen
Licence
None found

At a glance

Maintain the Awesome Video Reasoning Landscape catalog from paper URLs, arXiv or DOI identifiers, BibTeX, or research notes; verify metadata and placement, edit the canonical JSON, and synchronize…

  • Works in 5 steps: Edit only data/papers.json for paper… → Verify resource purpose before assigning… → Run → …
  • Tasks that involve Citation management
  • SKILL.md covers Intake and placement, Update and verify and Intentional README edits
  • Calls python3, npm and git

What it does

Update Video Survey is an agent skill from LJungang/Awesome-Video-Reasoning-Landscape. Maintain the Awesome Video Reasoning Landscape catalog from paper URLs, arXiv or DOI identifiers, BibTeX, or research notes; verify metadata and placement, edit the canonical JSON, and synchronize README tables.

Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Research & Science, covering Citation management, Academic paper search and Technical documentation. It works with LaTeX and arXiv. The repository describes itself as: 🔥An open-source survey of the latest video reasoning tasks, paradigms, and benchmarks.

When your agent uses it

  • Tasks that involve Citation management
  • Tasks that involve Academic paper search
  • Tasks that involve Technical documentation

Example prompts

  • “/update-video-survey”

Requirements

  • Python 3

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. Edit only data/papers.json for paper data. Each paper owns shared citation/resources and a list of placements. Read the schema reference…
  2. Verify resource purpose before assigning kind; datasets and Hugging Face Spaces are not weights. Label Spaces as projects/demos or…
  3. Run
  4. Review retained citations, benchmark names/tasks, inputs, dates, and narrative/formulas. Keep the README focused on research routes and…
  5. Report additions/corrections, validation, and unresolved sources. Commit/merge/push only when the user has authorized those actions in the…

What it can do on your machine

Read from SKILL.md and the folder at commit 490d93d. 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:

    • python3
    • npm
    • git

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md. Its commands use npm and 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

Update Video Survey loads about 1.6k tokens when it runs. Until then it costs about 58 tokens; SKILL.md has 784 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~58
When it runs · the whole SKILL.md, loaded when a task matches
~1.6k

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 784 words (~1,558 tokens).

“Run from the repository root. Read CONTRIBUTING.md for scope and docs/catalog.md for fields and conversion commands. This skill is shared with the repository; another agent can read this file directly.”

— opening of SKILL.md by LJungang
name
update-video-survey

Read the full SKILL.md on GitHub

Files

Just SKILL.md in .agents/skills/update-video-survey of LJungang/Awesome-Video-Reasoning-Landscape.

Open the folder on GitHubat commit 490d93d

Compare with similar skills

Update Video Survey 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.

Update Video Survey compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Update Video Survey this skillLJungang/Awesome-Video-Reasoning-Landscape193—~1.6kAutomated safety check: PassNone
Citation Managementneflibata-feng/MyArxiv-Agent12619 repos~8.1kAutomated safety check: NotesMIT
Literature Review AgentAr9av/PaperOrchestra6791 repos~5.2kAutomated safety check: PassCustom licence
Academic Searchustc-ai4science/academic-search668—~1.1kAutomated safety check: PassMIT
Arxiv MCP Serverblazickjp/arxiv-mcp-server3.2k—~353Automated safety check: PassApache-2.0
Arxiv Paper Writerappautomaton/latex-arxiv-SKILL458—~2.3kAutomated safety check: PassMIT

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    Research & ScienceAuto-check passed
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Works with

Questions about Update Video Survey

What does Update Video Survey do?

Maintain the Awesome Video Reasoning Landscape catalog from paper URLs, arXiv or DOI identifiers, BibTeX, or research notes; verify metadata and placement, edit the canonical JSON, and synchronize…. Update Video Survey is an agent skill from LJungang/Awesome-Video-Reasoning-Landscape. Maintain the Awesome Video Reasoning Landscape catalog from paper URLs, arXiv or DOI identifiers, BibTeX, or research notes; verify metadata and placement, edit the canonical JSON, and synchronize README tables.

When should I use Update Video Survey?

Update Video Survey fits situations like: tasks that involve Citation management; tasks that involve Academic paper search; tasks that involve Technical documentation.

How do I install Update Video Survey in Claude Code?

Run `npx skills add LJungang/Awesome-Video-Reasoning-Landscape --skill update-video-survey -a claude-code`. Or copy the skill folder (.agents/skills/update-video-survey in LJungang/Awesome-Video-Reasoning-Landscape) into .claude/skills/update-video-survey in your project. Claude Code loads it when a task matches its description.

How do I install Update Video Survey in Codex?

Run `npx skills add LJungang/Awesome-Video-Reasoning-Landscape --skill update-video-survey -a codex`. Or copy the skill folder (.agents/skills/update-video-survey in LJungang/Awesome-Video-Reasoning-Landscape) into .agents/skills/update-video-survey in your project. Codex loads it when a task matches its description.

Can I use Update Video Survey 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 LJungang/Awesome-Video-Reasoning-Landscape --skill update-video-survey -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/update-video-survey, .gemini/skills/update-video-survey, .github/skills/update-video-survey and .opencode/skills/update-video-survey in your project.

What does Update Video Survey need to run?

Going by SKILL.md and its folder, Update Video Survey needs the command-line tools its instructions call (python3, npm and git). Our summary lists: Python 3.

Does Update Video Survey access the network?

SKILL.md contains no URLs. Its commands use npm and git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Update Video Survey 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 Update Video Survey use?

No licence was found for Update Video Survey or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Update Video Survey use?

About 1.6k tokens (SKILL.md is roughly 6.2k 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 Update Video Survey?

Skills that share tags, products or a category with Update Video Survey: Citation Management (neflibata-feng/MyArxiv-Agent, 126 stars), Literature Review Agent (Ar9av/PaperOrchestra, 679 stars), Academic Search (ustc-ai4science/academic-search, 668 stars) and Arxiv MCP Server (blazickjp/arxiv-mcp-server, 3.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Update Video Survey?

LJungang (a GitHub user) maintains it in LJungang/Awesome-Video-Reasoning-Landscape, which has 193 GitHub stars. The repository was last updated on September 29, 2026.

Source: LJungang/Awesome-Video-Reasoning-Landscape on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.