@Shpigford

Creator · Shpigford

Last updated · Aug 24, 2026

setup

REVIEW · 70Registry indexed

Get a new developer up and running with the Chops codebase — prerequisites, build, architecture, and common tasks.

OpenAgentSkill Trust Score
70/100

Sandbox only

Quality79/100
Audit83/100
Stars1.6K
Verified installs0

Install targets

Codex install prompt

Install the "setup" agent skill from https://github.com/Shpigford/chops/tree/main/.claude/skills/setup. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Get a new developer up and running with the Chops codebase — prerequisites, build, architecture, and common tasks. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"shpigford-setup","task":"Install setup","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.

Supply asset profile

Coding and developer agents

Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.

Browse track

Scenario

Coding agents

I need a coding agent that can understand a repository, edit code, and review pull requests.

Agent fit

Claude Code + OpenAI Agents + Cursor

Codex, Claude Code, Cursor, CLI, or custom agents.

Install

Ready

npx skills add Shpigford/chops --skill setup

Maintenance

fresh

Pushed today

Risk

Safe to try

Repository license is marked NOASSERTION, which makes the skill's licensing status unclear.

GitHub quality

1.6K

79/100 Quality · 78/100 Trust

Coverage tags

CodingCoding agentsdesign-creativeagent-skill

Review notes

Repository license is marked NOASSERTION, which makes the skill's licensing status unclear. · Quality score needs review

Agent adoption scorecard

Trust, audit, and install readiness at a glance

These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.

Quality

Strong
79

Solid option that is likely worth shortlisting for production workflows.

Trust

Sandbox only
70

Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.

Audit

Safe to try
83

A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.

OpenAgentSkill Trust Score v5

Human review before install

Run only in a sandbox and compare close alternatives before using it for real work.

CodexClaude CodeCursorOpenAgentSkill CLI

Stars

1.6K GitHub stars

Repo activity

1.6K stars, 105 forks

Maintenance

Pushed today

License

NOASSERTION

Install

npx skills add Shpigford/chops --skill setup

Install safety

standard package or runtime install path

Permission surface

shell or command execution, filesystem or document access

Agent outcomes

No agent outcome data yet

Docs

Strong README/SKILL.md context

Risk summary

Review before production

  • Repository license is marked NOASSERTION, which makes the skill's licensing status unclear.
  • Quality score needs review

Install readiness

Install path available

  • Install path is available
  • Repository evidence is available
  • License is declared
  • No Agent Proven outcome evidence yet

Agent-readable metadata

Machine-readable decision data for this skill.

Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.

View technical data+

Suited tasks

  • Coding agents workflows
  • Claude Code teams
  • teams that value GitHub adoption signals
  • Inspect source files

Suited agents

CodexClaude CodeCursorOpenAgentSkill CLIOpenAI AgentsCLI

Install decision

Command
npx skills add Shpigford/chops --skill setup
Policy
review
Human review
yes

Trust and risk

Trust
70/100
Audit
83/100
Risk level
Safe to try

Outcome loop

Endpoint
/api/agent/outcome
Event ID
resolve
Outcomes
5

Install command

npx skills add Shpigford/chops --skill setup

Do not use when

  • teams that need a vendor-supported SLA
  • production agents without a repository review
  • Repository license is marked NOASSERTION, which makes the skill's licensing status unclear.
  • No OpenAgentSkill engagement data yet
  • High-risk permission hints: Shell or command execution

Agent safety v2

55/100 · Review before install

Experimentalreview

Sparse or mixed signals. Useful for discovery, but not for autonomous installation.

Test manually in an isolated workspace and compare against safer alternatives.

Resolve via API

high

Shell or command execution

Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.

medium

Network access

Skill likely fetches remote pages, APIs, repositories, or external services.

medium

Filesystem access

Skill may read or write project files, documents, generated artifacts, or local workspace state.

  • High-risk permission hints: Shell or command execution
  • Repository license is marked NOASSERTION, which makes the skill's licensing status unclear.

Agent resolve plan

Let an agent verify fit before installing.

The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.

Open text plan

Agent should check

  • Task fit and alternatives from Resolve API.
  • Audit score, trust score, and safety policy warnings.
  • Install target compatibility for Codex, Claude Code, Cursor, or CLI.

Copy prompt

Task: Use setup in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20setup%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/shpigford-setup/install
Install command: npx skills add Shpigford/chops --skill setup
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.

Agent handoff

Give an agent the install path, not another directory page.

Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.

Open install API

Agent prompt

Use setup for this task. Review https://www.openagentskill.com/api/skills/shpigford-setup/install, then install with: npx skills add Shpigford/chops --skill setup

Registry metadata

Agent-readable profile for automatic skill selection.

This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.

Open manifest

Agent fit

90/100

Coding agents

Platforms

Claude Code, OpenAI Agents, Cursor

Audit report

Safe to try · 83/100

A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.

View audit reportView eval report

Agent decision cockpit

Primary pick for Coding agents

Use this as a leading candidate, then validate the README and install path in your own agent stack.

90
Readiness
Adopt
Stage

Role in stack

Primary pick

Primary fit

Coding agents

Trust label

Production-ready

Install path

Command ready

Use when

  • Coding agents workflows
  • Claude Code teams
  • teams that value GitHub adoption signals

Evidence

  • 1,556 GitHub stars
  • recent repository activity
  • install command or GitHub repo available
  • 79/100 quality profile

review first

  • Repository license is marked NOASSERTION, which makes the skill's licensing status unclear.
  • No OpenAgentSkill engagement data yet

Implementation path

  1. 1Install it in a sandbox agent and run one Coding agents task end to end.
  2. 2Compare output quality, latency, and failure behavior against at least one alternative.
  3. 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.

Trust profile

Sandbox only

Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.

70
OpenAgentSkill Trust Score

GitHub adoption

PASS

1.6K GitHub stars

Stars/forks activity

INFO

1.6K stars, 105 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

Pushed today

License clarity

PASS

NOASSERTION

Good signals

  • AI review approved
  • Install path is available
  • Repository evidence is available
  • Recently maintained repository
  • Meaningful GitHub adoption signal
  • Install command has no obvious high-risk pattern
  • Outcome loop is ready but needs first real agent run

Review before install

  • Repository license is marked NOASSERTION, which makes the skill's licensing status unclear.
  • Quality score needs review
  • No real agent outcome reports yet
  • Human review required before unattended installation

Recommended action

Run only in a sandbox and compare close alternatives before using it for real work.

Quality profile

Strong candidate for agent workflows

Solid option that is likely worth shortlisting for production workflows.

79
GitHub stars
1.6K
Freshness
Today
Install ready
Yes
License
NOASSERTION
Review before install: Repository license is marked NOASSERTION, which makes the skill's licensing status unclear.

Workflow fit

Use this skill in these scenarios

Workflow fit

Add it to a complete workflow

Alternative shortlist

Compare before you install

Similar skills that may fit this task.

Compare all

Overview

--- name: setup description: Get a new developer up and running with the Chops codebase — prerequisites, build, architecture, and common tasks. ---

Set up the Chops development environment and orient a new contributor to the codebase.

## Instructions

### Step 1: Check prerequisites

Verify these are installed. If any are missing, tell the user what to install and stop.

1. **macOS 15+** — `sw_vers -productVersion` (must be ≥ 15.0) 2. **Xcode CLI tools** — `xcode-select -p` (if missing: `xcode-select --install`) 3. **Homebrew** — `which brew` (if missing: direct them to https://brew.sh) 4. **xcodegen** — `which xcodegen` (if missing: `brew install xcodegen`)

### Step 2: Generate Xcode project

```bash xcodegen generate ```

This reads `project.yml` (the source of truth for all Xcode project settings) and generates `Chops.xcodeproj`. Re-run this anytime `project.yml` changes. Never edit the `.xcodeproj` directly.

### Step 3: Build and run

```bash xcodebuild -scheme Chops -configuration Debug build ```

Or open in Xcode and hit Cmd+R:

```bash open Chops.xcodeproj ```

### Step 4: Orient the developer

Share this architecture overview:

**Entry point:** `Chops/App/ChopsApp.swift` — sets up SwiftData ModelContainer (Skill + SkillCollection), starts Sparkle updater, injects AppState into environment.

**State:** `Chops/App/AppState.swift` — `@Observable` singleton holding UI state (selected tool, selected skill, search text, sidebar filter).

**Models (SwiftData):** - `Chops/Models/Skill.swift` — a discovered skill file, uniquely identified by resolved symlink path - `Chops/Models/Collection.swift` — user-created groupings of skills - `Chops/Models/ToolSource.swift` — enum of supported tools with display names, icons, colors, and filesystem paths

**Services:** - `Chops/Services/SkillScanner.swift` — probes tool directories, parses frontmatter, upserts into SwiftData. Deduplicates via resolved symlink paths. - `Chops/Services/FileWatcher.swift` — FSEvents via DispatchSource, triggers re-scan on file changes - `Chops/Services/SkillParser.swift` — dispatches to FrontmatterParser (.md) or MDCParser (.mdc) - `Chops/Services/SearchService.swift` — in-memory full-text search

**Views:** Three-column NavigationSplitView (Sidebar → List → Detail). Editor wraps NSTextView for native text editing. Cmd+S save via FocusedValues.

**Key design decisions:** - No sandbox — the app needs unrestricted filesystem access to read dotfiles across ~/ - Symlink dedup — same file in multiple tool dirs shows as one skill with multiple tool badges - No test suite — validate manually by building, running, and observing

**Scanned tool paths:**

| Tool | Paths | |------|-------| | Claude Code | `~/.claude/skills/`, `~/.agents/skills` | | Cursor | `~/.cursor/skills/`, `~/.cursor/rules` | | Windsurf | `~/.codeium/windsurf/memories/`, `~/.windsurf/rules` | | Codex | `~/.codex` | | Amp | `~/.config/amp` |

Copilot and Aider detect project-level skills only (no global paths).

## Common tasks to be aware of

**Add a new tool:** Add a case to `ToolSource` enum in `Chops/Models/ToolSource.swift`. Fill in `displayName`, `iconName`, `color`, `globalPaths`. Update `SkillScanner` if the tool uses a non-standard file layout.

**Modify parsing:** Frontmatter → `Chops/Utilities/FrontmatterParser.swift`. Cursor .mdc → `Chops/Utilities/MDCParser.swift`. Dispatch logic → `Chops/Services/SkillParser.swift`.

**Change UI:** Views are in `Chops/Views/` (Sidebar/, Detail/, Settings/, Shared/). Main layout is `Chops/App/ContentView.swift`.

## Important Rules

- `project.yml` is the source of truth for Xcode settings — never edit `.xcodeproj` directly - Sparkle (auto-updates) is the only external dependency — pulled automatically via SPM - There is no test suite — always validate changes by building and running the app manually - The app runs without sandbox — this is intentional and required

Technical details

Version
1.0.0
License
NOASSERTION
Last updated
Aug 24, 2026
Published
Aug 24, 2026

Decision snapshot

Primary pick

90
Ready
Adopt
Stage

1,556 GitHub stars

Audit

Install review

Install and adoption review

83
Safe to try
Security
78/100
Maintenance
100/100
Install
92/100
Open full auditView eval report

Agent-proven evidence

Agent-proven evidence

Outcome reports after resolve, review, install, and one narrow run.

0
Proven
Needs first agent runAuto-install: review firstLast: Unknown
Success rate
Recent failure
Outcomes
0
Output quality
Failed
0
Not relevant
0
Installs
0
Risk blocked
0
Setup needed
0
Production
0

No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.

Install

Add to agent workflow

Free and open source. Review the report before installing into production agents.

Growth loop

Share kit

X

Scenario-led draft for setup, ready for a manual X post.

Curator note
setup: Get a new developer up and running with the Chops codebase — prerequisites, build, architectu...

1.6K stars

https://www.openagentskill.com/skills/shpigford-setup?ref=x
Open X draft
Optional reply with install command
Listing + install path for setup:
https://www.openagentskill.com/skills/shpigford-setup?ref=x

Install: npx skills add Shpigford/chops --skill setup

Listing source

Registry indexed

Claimable

This listing was indexed from public sources and is not marked official until a maintainer claim is approved.

Creator
Shpigford
Indexed by
OpenAgentSkill community index

Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.

Claim this skill

Owner claim

Claim this skill listing

This Registry indexed listing is attributed to Shpigford but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.

Creator backlink kit

Add the evidence badges to your README

Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.

[![Listed on OpenAgentSkill](https://www.openagentskill.com/api/badge/shpigford-setup?metric=listed&label=Listed)](https://www.openagentskill.com/skills/shpigford-setup)
[![OpenAgentSkill Trust](https://www.openagentskill.com/api/badge/shpigford-setup?metric=trust&label=Trust)](https://www.openagentskill.com/skills/shpigford-setup)
[![OpenAgentSkill Audit](https://www.openagentskill.com/api/badge/shpigford-setup?metric=audit&label=Audit)](https://www.openagentskill.com/skills/shpigford-setup/audit)
[![Agent Proven](https://www.openagentskill.com/api/badge/shpigford-setup?metric=proven&label=Agent%20Proven)](https://www.openagentskill.com/skills/shpigford-setup)

Author

S

Shpigford

@shpigford

Health signals

GitHub stars
1.6K
Quality score
45/100
Last GitHub push
Aug 24, 2026
Framework hints
Unknown
OpenAgentSkill views
0
Install copies
0
Outbound clicks
0

Community signal

Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.

Trust & safety

Sandbox only

70
  • GitHub adoption1.6K GitHub starsPASS
  • Stars/forks activity1.6K stars, 105 forks; issue activity unavailable in current metadataINFO
  • Recent maintenancePushed todayPASS
  • License clarityNOASSERTIONPASS
  • README/SKILL.md completenessMetadata includes enough usage and workflow contextPASS
  • Dependency/runtime riskcommand execution surfaceINFO