Agent skill

Prior Art Scout

by n1m21n in n1m21n/Infinite

Find publicly documented solutions (peer repos, GitHub, forums) to bugs, platform quirks, dependency gotchas or architectural patterns, respecting the copyleft discussions-only rule.

Custom licenceAuto-check passedLegal & Compliance

Install Prior Art Scout

skills CLI
$ npx skills add n1m21n/Infinite --skill prior-art-scout -a claude-code

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

GitHub CLI
$ gh skill install n1m21n/Infinite prior-art-scout --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/n1m21n/Infinite.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/prior-art-scout .claude/skills/prior-art-scout && 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
prior-art-scout
GitHub stars
271
Token cost
~1.3k tokens
SKILL.md length
569 words
Files
2
Skills in repo
56
Repo updated
First seen
Licence
Custom licence

At a glance

Find publicly documented solutions (peer repos, GitHub, forums) to bugs, platform quirks, dependency gotchas or architectural patterns, respecting the copyleft discussions-only rule.

  • Works in 5 steps: Fingerprint the problem in four categories → Search peers first, then global. Use… → Verify every candidate. Open the issue,… → …
  • Tasks that involve Intellectual property
  • SKILL.md covers When to use (full scope), Peer Repositories, Channels to Search and Search Procedure, plus 1 more section
  • Calls gh

What it does

Prior Art Scout is an agent skill from n1m21n/Infinite. Find publicly documented solutions (peer repos, GitHub, forums) to bugs, platform quirks, dependency gotchas or architectural patterns, respecting the copyleft discussions-only rule. Use before Linux/platform, VST3/audio-hosting or packaging work, or when a bug's root cause is outside Infinite's code.

Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `peers.md`).

It sits in Legal & Compliance, covering Intellectual property, Regulatory compliance and Root cause analysis. It works with GitHub, Linux and Model Context Protocol. The repository describes itself as: Infinite is a node-based audiovisual workstation — real-time GPU video compositing, procedural 3D geometry, modular synths, DSP, and VST3/AU plugin hosting.

When your agent uses it

  • Tasks that involve Intellectual property
  • Tasks that involve Regulatory compliance
  • Tasks that involve Root cause analysis

Example prompts

  • “s root cause is outside Infinite”
  • “/prior-art-scout”

Workflow steps

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

  1. Fingerprint the problem in four categories
  2. Search peers first, then global. Use peers.md repos by domain, then global search. Use at least 3 channels before concluding.
  3. Verify every candidate. Open the issue, PR, or commit, and read the thread, plus the diff if the repo is permissive (for copyleft repos…
  4. Map to Infinite: For each solid match, specify the target file and line in Infinite where the lesson applies, and what would be changed…
  5. Report: Write the report to docs/prior-art/-.md in this schema. At most 8 rows; 3 verified matches beat 10 plausible ones. Tables and…

What it can do on your machine

Read from SKILL.md and the folder at commit 4e7ffe5. 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:

    • gh

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

  • Network

    No URLs in SKILL.md. Its commands use gh, 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

Prior Art Scout loads about 1.3k tokens when it runs. Until then it costs about 80 tokens; SKILL.md has 569 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~80
When it runs · the whole SKILL.md, loaded when a task matches
~1.3k

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 569 words (~1,254 tokens).

“Finds publicly documented solutions to bugs, platform quirks, dependency gotchas, or architectural patterns across curated peer repositories (and global GitHub/web). Use before implementing Linux/platform features, VST3/audio hosting, packaging, or whenever a bug's root cause is outside Infinite's own codebase.”

— opening of SKILL.md by n1m21n, Custom licence
name
prior-art-scout

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file in .claude/skills/prior-art-scout of n1m21n/Infinite.

  • SKILL.md
  • peers.md

Open the folder on GitHubat commit 4e7ffe5

Compare with similar skills

Prior Art Scout 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.

Prior Art Scout compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Prior Art Scout this skilln1m21n/Infinite271—~1.3kAutomated safety check: PassCustom licence
Find Law Firmjeremylongshore/tons-of-skills-marketplace2.8k—~3.6kAutomated safety check: NotesMIT
Sealeap Bixie Amazon Unmet Demand Keyword To Productxjli360/sealeap-amazon-skills251—~706Automated safety check: PassMIT
Octocode Code Researchbgauryy/octocode949—~1.5kAutomated safety check: PassMIT
LangBot Environment Setuplangbot-app/LangBot18k—~496Automated safety check: NotesApache-2.0
Acp Live Diagnosejrhubott/adaptive-cover-pro176—~3.8kAutomated safety check: PassMIT

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Questions about Prior Art Scout

What does Prior Art Scout do?

Find publicly documented solutions (peer repos, GitHub, forums) to bugs, platform quirks, dependency gotchas or architectural patterns, respecting the copyleft discussions-only rule. Prior Art Scout is an agent skill from n1m21n/Infinite. Find publicly documented solutions (peer repos, GitHub, forums) to bugs, platform quirks, dependency gotchas or architectural patterns, respecting the copyleft discussions-only rule.

When should I use Prior Art Scout?

Prior Art Scout fits situations like: tasks that involve Intellectual property; tasks that involve Regulatory compliance; tasks that involve Root cause analysis.

How do I install Prior Art Scout in Claude Code?

Run `npx skills add n1m21n/Infinite --skill prior-art-scout -a claude-code`. Or copy the skill folder (.claude/skills/prior-art-scout in n1m21n/Infinite) into .claude/skills/prior-art-scout in your project. Claude Code loads it when a task matches its description.

How do I install Prior Art Scout in Codex?

Run `npx skills add n1m21n/Infinite --skill prior-art-scout -a codex`. Or copy the skill folder (.claude/skills/prior-art-scout in n1m21n/Infinite) into .agents/skills/prior-art-scout in your project. Codex loads it when a task matches its description.

Can I use Prior Art Scout 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 n1m21n/Infinite --skill prior-art-scout -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/prior-art-scout, .gemini/skills/prior-art-scout, .github/skills/prior-art-scout and .opencode/skills/prior-art-scout in your project.

What does Prior Art Scout need to run?

Going by SKILL.md and its folder, Prior Art Scout needs the command-line tools its instructions call (gh).

Does Prior Art Scout access the network?

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

Is Prior Art Scout 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 Prior Art Scout use?

Prior Art Scout 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 Prior Art Scout use?

About 1.3k tokens (SKILL.md is roughly 5k 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 Prior Art Scout?

Skills that share tags, products or a category with Prior Art Scout: Find Law Firm (jeremylongshore/tons-of-skills-marketplace, 2.8k stars), Sealeap Bixie Amazon Unmet Demand Keyword To Product (xjli360/sealeap-amazon-skills, 251 stars), Octocode Code Research (bgauryy/octocode, 949 stars) and LangBot Environment Setup (langbot-app/LangBot, 18k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Prior Art Scout?

n1m21n (a GitHub user) maintains it in n1m21n/Infinite, which has 271 GitHub stars. The repository holds 56 skills in this directory. The repository was last updated on October 10, 2026.

Source: n1m21n/Infinite on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.