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Agent skill

Data Accuracy Sweep

by n1m21n in n1m21n/Infinite

Sweep for data corruption along a patch chain: copy/paste and save/load drops, altering pass-throughs, stale caches, TextureRevision lies, fan-out memo breaks, bypass, out-of-unit modulation.

Custom licenceAuto-check passedBackend & APIs

Install Data Accuracy Sweep

skills CLI
$ npx skills add n1m21n/Infinite --skill data-accuracy-sweep -a claude-code

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

GitHub CLI
$ gh skill install n1m21n/Infinite data-accuracy-sweep --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/data-accuracy-sweep .claude/skills/data-accuracy-sweep && 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
data-accuracy-sweep
GitHub stars
268
Token cost
~1.9k tokens
SKILL.md length
1,054 words
Files
2
Skills in repo
56
Repo updated
First seen
Licence
Custom licence

At a glance

Sweep for data corruption along a patch chain: copy/paste and save/load drops, altering pass-throughs, stale caches, TextureRevision lies, fan-out memo breaks, bypass, out-of-unit modulation.

  • Works in 5 steps: Copy/paste and save/load → Pass-through nodes → Caches and revisions → …
  • A value is right at one end and wrong at the other
  • SKILL.md covers When to use (full scope), Run this first, The question this sweep answers and 1. Copy/paste and save/load, plus 7 more sections
  • Runs Shell scripts from its folder

What it does

Data Accuracy Sweep is an agent skill from n1m21n/Infinite. Sweep for data corruption along a patch chain: copy/paste and save/load drops, altering pass-throughs, stale caches, TextureRevision lies, fan-out memo breaks, bypass, out-of-unit modulation. Use when a value is right at one end and wrong at the other, after adding a param or changing serialization/caching, or before a release.

Its SKILL.md is about 1.9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `driver.sh`).

It sits in Backend & APIs, covering Caching. 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

  • A value is right at one end and wrong at the other
  • After adding a param
  • Changing serialization/caching
  • Before a release

Example prompts

  • “/data-accuracy-sweep”

Requirements

  • A Bash shell

Workflow steps

5 steps, taken from the step headings in SKILL.md.

  1. Copy/paste and save/load
  2. Pass-through nodes
  3. Caches and revisions
  4. Cook memoization (the static gate)
  5. Modulation units

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

    Ships script files (Shell), which the agent can run.

    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

Data Accuracy Sweep loads about 1.9k tokens when it runs. Until then it costs about 87 tokens; SKILL.md has 1,054 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~87
When it runs · the whole SKILL.md, loaded when a task matches
~1.9k

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 1,054 words (~1,911 tokens).

“Sweep Infinite for data corruption along a patch chain on both macOS and Windows - values silently dropped by copy/paste or save/load, pass-through nodes that alter what passes through, stale caches served as fresh, TextureRevision lying about a change, cook…”

— opening of SKILL.md by n1m21n, Custom licence
name
data-accuracy-sweep

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file in .claude/skills/data-accuracy-sweep of n1m21n/Infinite.

  • SKILL.md
  • driver.sh

Open the folder on GitHubat commit 4e7ffe5

Compare with similar skills

Data Accuracy Sweep 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.

Data Accuracy Sweep compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Data Accuracy Sweep this skilln1m21n/Infinite268—~1.9kAutomated safety check: PassCustom licence
Stripe Projectsfossasia/eventyay1.7k5 repos~2kAutomated safety check: NotesApache-2.0
FoundatioFoundatioFx/Foundatio2.1k—~3.9kAutomated safety check: PassApache-2.0
Wp Block Themesgambitph/Stackable3513 repos~985Automated safety check: PassGPL-3.0
Wp Performancegambitph/Stackable3513 repos~1.5kAutomated safety check: PassGPL-3.0
Effect Portable Patternsmillionco/expect3.6k—~3.7kAutomated safety check: PassCustom licence

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More from n1m21n/Infinite

All 56 skills in this repo

  • Audio Node UI

    n1m21n/Infinite

    Layout grammar, widgets and visualizers that make Infinite's audio/note node bodies look like real instruments.

    268 GitHub stars~3.6k tokensUpdated today
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  • Cable Logic Sweep

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    Check connection rules: what can patch into what, what's refused, whether a node's pins are reachable; cross-checks main.cpp's four wiring chains statically.

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  • CI Failure Triage

    n1m21n/Infinite

    Diagnose a failed GitHub Actions run (Windows MSVC crash, Linux clang/sanitizer, link errors) from the logs in one pass, and fix every candidate at once instead of one CI round-trip at a time.

    268 GitHub stars~1.5k tokensUpdated today
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  • Field Domains

    n1m21n/Infinite

    Field's domain transfer operators (reduce, map, implicit broadcast, resample, downsample): legality, cost, audio→geometry→pixel examples.

    268 GitHub stars~4.1k tokensUpdated today
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  • Field Integration

    n1m21n/Infinite

    How a Field node joins Infinite: INode + IAudioSource/IGeometrySource, ParamRef, ParamMailbox, GLUtil::CompileProgram, Patch save/load grammar, undo.

    268 GitHub stars~4.8k tokensUpdated today
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  • Field Realtime

    n1m21n/Infinite

    Field real-time safety checklist (no heap, recursion, unbounded loops or dynamic types; bounded counts) plus the per-domain branching/GPU divergence cost model.

    268 GitHub stars~3.2k tokensUpdated today
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Categories

Questions about Data Accuracy Sweep

What does Data Accuracy Sweep do?

Sweep for data corruption along a patch chain: copy/paste and save/load drops, altering pass-throughs, stale caches, TextureRevision lies, fan-out memo breaks, bypass, out-of-unit modulation. Data Accuracy Sweep is an agent skill from n1m21n/Infinite. Sweep for data corruption along a patch chain: copy/paste and save/load drops, altering pass-throughs, stale caches, TextureRevision lies, fan-out memo breaks, bypass, out-of-unit modulation.

When should I use Data Accuracy Sweep?

Data Accuracy Sweep fits situations like: A value is right at one end and wrong at the other; after adding a param; changing serialization/caching; before a release.

How do I install Data Accuracy Sweep in Claude Code?

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

How do I install Data Accuracy Sweep in Codex?

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

Can I use Data Accuracy Sweep 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 data-accuracy-sweep -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/data-accuracy-sweep, .gemini/skills/data-accuracy-sweep, .github/skills/data-accuracy-sweep and .opencode/skills/data-accuracy-sweep in your project.

What does Data Accuracy Sweep need to run?

Going by SKILL.md and its folder, Data Accuracy Sweep needs a shell for the scripts in its folder. Our summary lists: A Bash shell.

Does Data Accuracy Sweep 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 Data Accuracy Sweep 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 Data Accuracy Sweep use?

Data Accuracy Sweep 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 Data Accuracy Sweep use?

About 1.9k tokens (SKILL.md is roughly 7.6k 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 Data Accuracy Sweep?

Skills that share tags, products or a category with Data Accuracy Sweep: Stripe Projects (fossasia/eventyay, 1.7k stars), Foundatio (FoundatioFx/Foundatio, 2.1k stars), Wp Block Themes (gambitph/Stackable, 351 stars) and Wp Performance (gambitph/Stackable, 351 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Data Accuracy Sweep?

n1m21n (a GitHub user) maintains it in n1m21n/Infinite, which has 268 GitHub stars. The repository holds 56 skills in this directory. The repository was last updated on October 8, 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.