AI Agent Workflow Collection

Create, refresh, audit, or migrate repository agent guidance files such as AGENTS.md, AGENTS.override.md, CLAUDE.md, .claude/rules, and Cursor rules. Use when a repo needs durable coding-agent instructions, instruction load-order decisions, nested guidance, or cleanup of bloated or stale agent docs. Do not use for ordinary human README or CONTRIBUTING docs unless they must feed agent guidance.

Use when designing, building, refactoring, or recovering an LLM agent runtime/control harness, including its loop, provider capabilities, typed tools/state, context/memory, policy/isolation, budgets, cancellation, recovery, or delegation, even inside a coding or non-coding product request. Not for prompt-only work, generic app architecture, vendor CLI commands, evaluation-only work, or skill creation.

Use when benchmarking, replaying, regression-testing, diagnosing, comparing, or release-gating an LLM agent harness across tasks, providers, policies, failures, restarts, cancellation, or context pressure, including inside broader rollout work. Not for literature surveys, generic unit tests, prompt/model-only benchmarks, or harness design without an empirical evaluation deliverable.

Create, generate, evaluate, export, install, or debug iOS and macOS app icons, including AppIcon.appiconset assets and macOS .icns bundle icons.

Search Apple Dev Search for Swift, SwiftUI, Xcode, iOS, macOS, and Apple-platform community articles, tutorials, blogs, and write-ups.

Apple firmware and binary reverse engineering with the ipsw CLI: IPSW/kernelcache download/extraction, dyldsharedcache disassembly, private headers, entitlements, Mach-O analysis, Apple internals, KEXTs, and security research.

Manage Apple Ads with asc ads: separate auth, org lookup, campaigns, ad groups, ads, keywords, reports, raw API requests, and safe live testing.

Manage Xcode version/build numbers, archive, export, upload, and publish IPA/PKG artifacts with asc xcode helpers before TestFlight or App Store submission.

Run an offline ASO audit on canonical App Store metadata under ./metadata and, when available, add Astro MCP keyword-gap analysis and Apple app-tag context. Use after asc metadata pull.

Track build processing, find latest builds, and clean up old builds with asc. Use when managing build retention or waiting on processing.

Use asc CLI for App Store Connect command discovery, auth, output formats, pagination, schemas, canonical verbs, Apple Ads, and timeout behavior.

Triage TestFlight crashes, beta feedback, hangs, disk writes, launches, and performance diagnostics with asc crash/feedback/diagnostics commands.

Resolve App Store Connect IDs (apps, builds, versions, groups, testers) from human-friendly names using asc. Use when commands require IDs.

Translate and sync App Store metadata across locales with LLM assistance and asc localizations. Use for app descriptions, keywords, what's new, subtitles, app names, privacy URLs/text, and adding App Store Connect languages.

Pull, edit, validate, dry-run, and push App Store metadata with the current canonical asc metadata JSON workflow. Use for metadata, localizations, keywords, quick field edits, or legacy fastlane migration.

Archive, export, sign, notarize, staple, and troubleshoot macOS Developer ID distribution with xcodebuild and asc notarization.

Set territory-specific subscription and IAP pricing with asc setup, pricing summary, CSV import, price-point, availability, and schedule commands. Use for PPP or localized pricing strategies.

Create a new App Store Connect app record through visible browser automation when no public API exists. Use for the New App web form after the bundle ID is registered.

End-to-end iOS App Store publishing from local repo to App Store Connect readiness, upload, TestFlight, App Review submission/resubmission, or review issue triage, including signing, metadata, privacy, icons, screenshots, subscriptions, and release evidence.

Draft, localize, validate, and upload App Store What's New release notes from git log, bullets, or free text using canonical ./metadata. Optionally update promotional text.

Decide whether an App Store version is ready, then stage, validate, submit, monitor, or cancel release work with current asc commands, including first-submission blockers, IAP/subscriptions, Game Center, App Privacy, and review details.

Reconcile App Store Connect subscriptions/IAPs with RevenueCat products, entitlements, offerings, and packages using asc plus RevenueCat MCP. Use for catalog bootstrap, drift audits, and deterministic product mapping.

Validate App Store submission readiness, submit prepared versions, monitor or cancel review status, and repair common ASC blockers with current asc commands.

Orchestrate iOS screenshot automation with xcodebuild/simctl, AXe plans, Koubou framing, review artifacts, and asc screenshots upload.