Agent skill

Reshard C4 Data

by lazyFrogLOL in lazyFrogLOL/Harness_Engineering

Guidance for data resharding tasks that involve reorganizing files across directory structures with constraints on file sizes and directory contents.

No licenceAuto-check passed

Install Reshard C4 Data

skills CLI
$ npx skills add lazyFrogLOL/Harness_Engineering --skill reshard-c4-data -a claude-code

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

GitHub CLI
$ gh skill install lazyFrogLOL/Harness_Engineering reshard-c4-data --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/lazyFrogLOL/Harness_Engineering.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/reshard-c4-data .claude/skills/reshard-c4-data && 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
reshard-c4-data
GitHub stars
128
Token cost
~1.5k tokens
SKILL.md length
548 words
Files
1
Skills in repo
32
Repo updated
First seen
Licence
None found

At a glance

Guidance for data resharding tasks that involve reorganizing files across directory structures with constraints on file sizes and directory contents.

  • Works in 5 steps: Analyze Input Data → Validate Constraint Mathematics → Design Hierarchical Output Structure → …
  • Tasks involve resharding
  • SKILL.md covers Overview, Critical Concept: Recursive…, Approach for Resharding Tasks and Verification Strategies, plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Reshard C4 Data is an agent skill from lazyFrogLOL/Harness_Engineering. Guidance for data resharding tasks that involve reorganizing files across directory structures with constraints on file sizes and directory contents. This skill applies when redistributing datasets, splitting large files, or reorganizing data into shards while maintaining constraints like maximum files per directory or maximum file sizes. Use when tasks involve resharding, data partitioning, or directory-constrained file reorganization.

Its SKILL.md is about 1.5k 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

  • Tasks involve resharding
  • Data partitioning
  • Directory-constrained file reorganization

Example prompts

  • “/reshard-c4-data”

Requirements

  • Python 3

Workflow steps

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

  1. Analyze Input Data
  2. Validate Constraint Mathematics
  3. Design Hierarchical Output Structure
  4. Implement File Distribution
  5. Generate Reconstruction Metadata

What it can do on your machine

Read from SKILL.md and the folder at commit cae3b25. 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 python).

    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

Reshard C4 Data loads about 1.5k tokens when it runs. Until then it costs about 114 tokens; SKILL.md has 548 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~114
When it runs · the whole SKILL.md, loaded when a task matches
~1.5k

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 548 words (~1,464 tokens).

“This skill provides guidance for data resharding tasks where files must be reorganized across a directory structure while respecting constraints such as maximum file size limits and maximum items per directory. These tasks require careful consideration of how constraints apply…”

— opening of SKILL.md by lazyFrogLOL
name
reshard-c4-data

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/reshard-c4-data of lazyFrogLOL/Harness_Engineering.

Open the folder on GitHubat commit cae3b25

Compare with similar skills

Reshard C4 Data 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.

Reshard C4 Data compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Reshard C4 Data this skilllazyFrogLOL/Harness_Engineering128—~1.5kAutomated safety check: PassNone
Stack Reorganizemozilla-firefox/firefox13k—~5.4kAutomated safety check: PassCustom licence
Reorganize Patches For ReviewSAP/project-foxhound1801 repos~3.7kAutomated safety check: PassGPL-3.0
Shopify Admin Collection Reorganization40RTY-ai/shopify-admin-skills194—~1.8kAutomated safety check: PassMIT
Connections Optimizeraffaan-m/ECC275k2 repos~1.4kAutomated safety check: PassMIT
Livewire Developmentcoollabsio/coolify63k—~964Automated safety check: PassMIT

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Questions about Reshard C4 Data

What does Reshard C4 Data do?

Guidance for data resharding tasks that involve reorganizing files across directory structures with constraints on file sizes and directory contents. Reshard C4 Data is an agent skill from lazyFrogLOL/Harness_Engineering. Guidance for data resharding tasks that involve reorganizing files across directory structures with constraints on file sizes and directory contents.

When should I use Reshard C4 Data?

Reshard C4 Data fits situations like: tasks involve resharding; data partitioning; directory-constrained file reorganization.

How do I install Reshard C4 Data in Claude Code?

Run `npx skills add lazyFrogLOL/Harness_Engineering --skill reshard-c4-data -a claude-code`. Or copy the skill folder (skills/reshard-c4-data in lazyFrogLOL/Harness_Engineering) into .claude/skills/reshard-c4-data in your project. Claude Code loads it when a task matches its description.

How do I install Reshard C4 Data in Codex?

Run `npx skills add lazyFrogLOL/Harness_Engineering --skill reshard-c4-data -a codex`. Or copy the skill folder (skills/reshard-c4-data in lazyFrogLOL/Harness_Engineering) into .agents/skills/reshard-c4-data in your project. Codex loads it when a task matches its description.

Can I use Reshard C4 Data 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 lazyFrogLOL/Harness_Engineering --skill reshard-c4-data -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/reshard-c4-data, .gemini/skills/reshard-c4-data, .github/skills/reshard-c4-data and .opencode/skills/reshard-c4-data in your project.

What does Reshard C4 Data need to run?

SKILL.md names no scripts, command-line tools or credentials: Reshard C4 Data is instructions for the agent only. Our summary lists: Python 3.

Does Reshard C4 Data 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 Reshard C4 Data 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 Reshard C4 Data use?

No licence was found for Reshard C4 Data or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Reshard C4 Data use?

About 1.5k tokens (SKILL.md is roughly 5.9k 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 Reshard C4 Data?

Skills that share tags, products or a category with Reshard C4 Data: Stack Reorganize (mozilla-firefox/firefox, 13k stars), Reorganize Patches For Review (SAP/project-foxhound, 180 stars), Shopify Admin Collection Reorganization (40RTY-ai/shopify-admin-skills, 194 stars) and Connections Optimizer (affaan-m/ECC, 275k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Reshard C4 Data?

lazyFrogLOL (a GitHub user) maintains it in lazyFrogLOL/Harness_Engineering, which has 128 GitHub stars. The repository holds 32 skills in this directory. The repository was last updated on May 18, 2026.

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