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Agent skill

Gpui Parity Audit

by hewigovens in hewigovens/jayjay

Check GPUI Linux parity against SwiftUI workflows, or close identified gaps when implementation is requested.

Custom licenceAuto-check passedMobile

Install Gpui Parity Audit

skills CLI
$ npx skills add hewigovens/jayjay --skill gpui-parity-audit -a claude-code

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

GitHub CLI
$ gh skill install hewigovens/jayjay gpui-parity-audit --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/hewigovens/jayjay.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/gpui-parity-audit .claude/skills/gpui-parity-audit && 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
gpui-parity-audit
GitHub stars
173
Token cost
~546 tokens
SKILL.md length
271 words
Files
1
Skills in repo
6
Repo updated
First seen
Licence
Custom licence

At a glance

Check GPUI Linux parity against SwiftUI workflows, or close identified gaps when implementation is requested.

  • Works in 5 steps: Use the parity matrix as an index of… → Classify at affordance granularity.… → When closing an authorized gap, reuse… → …
  • Tasks that involve iOS development
  • SKILL.md covers Procedure and Report
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Gpui Parity Audit is an agent skill from hewigovens/jayjay. Check GPUI Linux parity against SwiftUI workflows, or close identified gaps when implementation is requested.

Its SKILL.md is about 550 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 Mobile, covering iOS development. It works with SwiftUI, Linux, macOS and Rust. The repository describes itself as: A native macOS GUI for Jujutsu (jj) — DAG graph, side-by-side diffs, interdiff, conflict resolution. Built with Rust + SwiftUI.

When your agent uses it

  • Tasks that involve iOS development

Example prompts

  • “/gpui-parity-audit”

Workflow steps

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

  1. Use the parity matrix as an index of release claims; current source and tests establish implementation status. For each requested row, map…
  2. Classify at affordance granularity. Confirm implementation and tests before calling anything absent; a row is not a feature-level verdict…
  3. When closing an authorized gap, reuse the existing shared contract. Put new shared behavior in Rust core and shell-specific interaction in…
  4. For implementation, validate the changed behavior using Testing and the inner-loop policy. Linux-only paths need Linux evidence; a macOS…
  5. Feature changes list rows for the release docs pass. Edit the parity matrix, user guide, docs/llms.txt, or Help Book only during that pass…

What it can do on your machine

Read from SKILL.md and the folder at commit 947798a. 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.

    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

Gpui Parity Audit loads about 546 tokens when it runs. Until then it costs about 32 tokens; SKILL.md has 271 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~32
When it runs · the whole SKILL.md, loaded when a task matches
~546

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 271 words (~546 tokens).

“Load Shell Parity and GPUI first. Linux GPUI is the parity target; GPUI on macOS is development-only, and SwiftUI-only macOS integrations are intentional differences, not gaps. Audit requests are findings-only; close gaps only when the user or saved task authorizes…”

— opening of SKILL.md by hewigovens, Custom licence
name
gpui-parity-audit
argument-hint
[feature-or-parity-row]

Read the full SKILL.md on GitHub

Files

Just SKILL.md in .agents/skills/gpui-parity-audit of hewigovens/jayjay.

Open the folder on GitHubat commit 947798a

Compare with similar skills

Gpui Parity Audit 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.

Gpui Parity Audit compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Gpui Parity Audit this skillhewigovens/jayjay173—~546Automated safety check: PassCustom licence
Install Mimi Remotegaixianggeng/mimi-remote104—~2.8kAutomated safety check: PassGPL-3.0
Swiftui Expert Skillomarshahine/HomeClaw1754 repos~2.8kAutomated safety check: PassMIT
Appkit Swiftui BridgeKartikLabhshetwar/better-shot2.4k2 repos~1.1kAutomated safety check: PassCustom licence
macOS Notch UIfayazara/Screendrop2.2k—~1.8kAutomated safety check: PassCC0-1.0
Swiftui Patternsrobinebers/openusage4.3k—~3.4kAutomated safety check: PassMIT

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Works with

Categories

Questions about Gpui Parity Audit

What does Gpui Parity Audit do?

Check GPUI Linux parity against SwiftUI workflows, or close identified gaps when implementation is requested. Gpui Parity Audit is an agent skill from hewigovens/jayjay. Check GPUI Linux parity against SwiftUI workflows, or close identified gaps when implementation is requested.

When should I use Gpui Parity Audit?

Gpui Parity Audit fits situations like: tasks that involve iOS development.

How do I install Gpui Parity Audit in Claude Code?

Run `npx skills add hewigovens/jayjay --skill gpui-parity-audit -a claude-code`. Or copy the skill folder (.agents/skills/gpui-parity-audit in hewigovens/jayjay) into .claude/skills/gpui-parity-audit in your project. Claude Code loads it when a task matches its description.

How do I install Gpui Parity Audit in Codex?

Run `npx skills add hewigovens/jayjay --skill gpui-parity-audit -a codex`. Or copy the skill folder (.agents/skills/gpui-parity-audit in hewigovens/jayjay) into .agents/skills/gpui-parity-audit in your project. Codex loads it when a task matches its description.

Can I use Gpui Parity Audit 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 hewigovens/jayjay --skill gpui-parity-audit -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/gpui-parity-audit, .gemini/skills/gpui-parity-audit, .github/skills/gpui-parity-audit and .opencode/skills/gpui-parity-audit in your project.

What does Gpui Parity Audit need to run?

SKILL.md names no scripts, command-line tools or credentials: Gpui Parity Audit is instructions for the agent only.

Does Gpui Parity Audit 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 Gpui Parity Audit 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 Gpui Parity Audit use?

Gpui Parity Audit 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 Gpui Parity Audit use?

About 546 tokens (SKILL.md is roughly 2.2k 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 Gpui Parity Audit?

Skills that share tags, products or a category with Gpui Parity Audit: Install Mimi Remote (gaixianggeng/mimi-remote, 104 stars), Swiftui Expert Skill (omarshahine/HomeClaw, 175 stars), Appkit Swiftui Bridge (KartikLabhshetwar/better-shot, 2.4k stars) and macOS Notch UI (fayazara/Screendrop, 2.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Gpui Parity Audit?

hewigovens (a GitHub user) maintains it in hewigovens/jayjay, which has 173 GitHub stars. The repository holds 6 skills in this directory. The repository was last updated on October 10, 2026.

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