Ciprian Spiridon 8d92dc0592 go-live-audit: cap concurrent agents with a global gate to avoid Claude rate limits
The audit fanned out finders, then one verifier per finding x up to 2 lenses,
plus a critic round, bounded only by the runtime's min(16, cpu-2) cap — enough
agents in flight at once to trip Claude API rate limits (429s). Added a global
concurrency gate (MAX_PARALLEL, default 6) and a gAgent() wrapper; routed every
spawn point (gates, finders, dedup, verify lenses, critic, follow-up finders)
through it. Control flow and parallel() barriers unchanged; total agent count
unchanged (~40-80) — only how many run at once is bounded, so they proceed in
waves. MAX_PARALLEL documented as a tunable (not 1-2). go-live-audit 1.1.0.
2026-06-23 09:04:12 +04:00

@ulpi/skills

Skills for AI coding agents. Works with skills.sh — install with one command, works across Claude Code, Cursor, Cline, Windsurf, and 15+ other agents.

npx skills add https://github.com/ulpi-io/skills

Or install individual skills:

npx skills add https://github.com/ulpi-io/skills --skill browse

Skills

Skill What it does
browse Headless browser CLI — 76+ commands, ref-based interaction, 13x fewer tokens than @playwright/mcp
browse-stealth Stealth browsing via camoufox runtime — Turnstile, Google, DataDome bypass with proxy rotation
browse-config Guided camoufox profile generator — stealth, Google-safe, fast-scrape, or custom presets
browse-seo On-page SEO audit — meta tags, headings, schema, Core Web Vitals, mobile rendering
browse-aeo Answer Engine Optimization — page audit + SERP analysis for AI Overviews and Perplexity
browse-geo Generative Engine Optimization monitoring — brand/domain visibility across AI search
codemap Code search + architecture analysis — hybrid vector/BM25, dependency graphs, PageRank
plan-to-task-list-with-dag Decompose features into parallel-ready task DAGs
map-project Generate CLAUDE.md from codebase scan
map-project-monorepo Per-package CLAUDE.md for monorepos
cost-estimate Estimate dev cost of repo, branch, or commit
pr-retro Branch retrospective with merge readiness verdict
branch-review-before-pr Structural review — race conditions, trust boundaries
find-bugs Security audit + bug finding on branch diff
go-live-audit Pre-launch audit — multi-agent workflow: gates, dimension finders, adversarial verify, critic
ship-playbook Prompt → planned, built, reviewed, audited — chains plan/review/build/audit skills as one looping Workflow
bugfix Fix bugs with red-green workflow — reproducer, root cause, minimal fix, regression tests
code-simplify Review code for reuse, quality, efficiency
frontend-design-ui-ux UI/UX design specs and component briefs
update-claude-learnings Extract behavioral learnings to CLAUDE.md
update-agent-learnings Propagate learnings to agent files
update-skill-learnings Propagate learnings to skill files
start Session init — discover skills, select agent persona
commit Smart conventional commits, pre-commit checks, secret scanning
create-pr Auto-generate PR title/body, push, create via gh
git-merge-expert Merge branches, resolve conflicts, rollback
git-merge-expert-worktree Isolated merges in git worktrees
plan-founder-review Technical founder review of a plan before execution
run-parallel-agents-feature-build Orchestrate parallel agents for feature building
run-parallel-agents-feature-debug Orchestrate parallel agents for debugging
update-claude-settings Detect tech stack, generate Claude Code permissions
ast-grep Structural code search via AST patterns
claude-review Independent self-review via Claude agent in worktree isolation
codex-review Independent AI review via OpenAI Codex CLI — second opinion on your changes
kiro-review Independent AI review via Kiro CLI — second opinion on your changes
hand-over-to-kiro Delegate an implementation task to the Kiro CLI — injection-safe handoff, verified diff (credit: @thabti)
find-agents Find, install, and manage AI agents across 43+ IDEs
secrets Credential management — encrypted vault, CLI injection, MCP shim
build-dmg Build distributable DMG installers for macOS Xcode projects
lokei Local dev proxy — named HTTPS domains on .test with valid TLS
nextjs Next.js 16 App Router reference — Cache Components, i18n, data layer, atomic components
laravel Laravel 12 API framework — Actions pattern, AI SDK, Boost, MCP, Filament, Horizon, Pest
laravel-filament Filament v5 admin panel — resources, schemas, tables, actions, widgets, v3-to-v5 migration
rust Rust systems programming — storage engines, SIMD, pgwire, DataFusion, tantivy, HNSW, arenas

browse

npx skills add https://github.com/ulpi-io/skills --skill browse

Give AI agents a real browser — without flooding the context with HTML.

A persistent headless Chromium daemon that stays running between commands. The agent navigates, clicks, fills forms, takes screenshots, and reads page content through simple CLI commands — each returning minimal, structured output instead of dumping raw HTML or full accessibility trees.

browse goto https://www.mumzworld.com     # → "Navigated to ... (200)"  (11 tokens)
browse snapshot -i                         # → interactive elements with @refs
browse fill @e3 "strollers"                # → "Filled @e3"  (15 tokens)
browse click @e5                           # → "Clicked @e5"  (15 tokens)

Why not @playwright/mcp? Playwright MCP dumps ~16K tokens on every action. browse returns a one-liner. Over a 10-step session: 12K tokens vs 146K — 13x less context burned. 76+ commands, ref-based interaction, cursor-interactive detection, 150+ device emulation, multi-agent sessions, persistent profiles, React DevTools, command recording, cookie import from real browsers.

Requires: npm install -g @ulpi/browse | Full docs →


browse-stealth

npx skills add https://github.com/ulpi-io/skills --skill browse-stealth

Stealth browsing for sites that block normal browsers.

Same workflow as browse — navigate, inspect, interact, report — but with the camoufox runtime (anti-detection Firefox with C++-level fingerprint spoofing). Passes Cloudflare Turnstile, Google "unusual traffic", DataDome, and PerimeterX checks. Supports named camoufox profiles, persistent authenticated sessions, and per-region proxy rotation.

Requires: npm install -g @ulpi/browse + npm install camoufox-js && npx camoufox-js fetch


browse-config

npx skills add https://github.com/ulpi-io/skills --skill browse-config

Guided camoufox profile generator.

Asks the user questions to build a browse.json camoufox section or a named profile JSON for .browse/camoufox-profiles/. Presets: stealth (geoip + humanize), Google-safe (geoip + humanize + random OS), fast-scrape (blocks images/WebRTC/WebGL, cache on), or custom walkthrough covering identity, privacy, performance, network, behavior, and advanced Firefox prefs.

Requires: npm install -g @ulpi/browse


browse-seo

npx skills add https://github.com/ulpi-io/skills --skill browse-seo

On-page SEO audit via the browse CLI.

Extracts meta tags, heading hierarchy, structured data, navigation timing, link structure, and mobile rendering. Runs targeted JS checks for alt tags, hreflang, and lazy-loaded images. Produces a ranked report with pass/warning/fail per section and prioritized fixes. Switches to camoufox automatically when targets return 403 or a challenge page.

Requires: npm install -g @ulpi/browse


browse-aeo

npx skills add https://github.com/ulpi-io/skills --skill browse-aeo

Answer Engine Optimization — page audit and AI-SERP analysis.

Two modes. Page Audit scores a URL on a 0-100 scale across structured data, meta quality, heading structure, answer readiness, and authority signals — flagging FAQ/HowTo/Article schema gaps that feed AI answers. SERP Analysis checks how a query surfaces in Google AI Overviews and Perplexity, identifying cited domains, featured snippets, and People Also Ask targets. Uses camoufox for anti-bot bypass.

Requires: npm install -g @ulpi/browse + npm install camoufox-js && npx camoufox-js fetch


browse-geo

npx skills add https://github.com/ulpi-io/skills --skill browse-geo

Generative Engine Optimization monitoring across AI search.

Runs multi-query sweeps against Google AI Overviews, Perplexity, and ChatGPT Search (authenticated). Records citation presence, position, context, and competing domains per query. Compiles a visibility matrix with per-engine visibility rate, best-performing queries, gap queries, and top competing domains. Uses camoufox for Google and a persistent browser profile for ChatGPT.

Requires: npm install -g @ulpi/browse + npm install camoufox-js && npx camoufox-js fetch + ChatGPT Plus/Team account for ChatGPT Search.


codemap

npx skills add https://github.com/ulpi-io/skills --skill codemap

Code search and architecture analysis that understands your codebase.

Hybrid vector + BM25 search, dependency graphs, PageRank importance scoring, coupling metrics, circular dependency detection. CLI or MCP.

codemap search "error handling"            # → semantic + keyword search
codemap deps src/server.ts                 # → what this file imports
codemap rank                               # → most important files by PageRank
codemap cycles                             # → circular dependency detection

Requires: npm install -g @ulpi/codemap | MCP: claude mcp add codemap codemap serve


plan-to-task-list-with-dag

npx skills add https://github.com/ulpi-io/skills --skill plan-to-task-list-with-dag

Decompose features into parallel-ready task DAGs.

Explores the codebase, challenges scope with the user, breaks features into atomic tasks with dependency mapping, priority assignment, and agent matching. Outputs machine-parseable markdown + JSON for parallel agent execution.


map-project

npx skills add https://github.com/ulpi-io/skills --skill map-project

Generate CLAUDE.md from a codebase scan.

Scans the project and produces a context file with exports, architecture, dev guide, and project-specific patterns. Keeps the AI context map current after each session or refactor. Supports Laravel, Next.js, NestJS, Expo/React Native, Node.js.


map-project-monorepo

npx skills add https://github.com/ulpi-io/skills --skill map-project-monorepo

Per-package CLAUDE.md for monorepos.

Same as map-project but generates a focused CLAUDE.md for each subdirectory — exports, key files, dependencies, conventions. Each package gets its own self-contained context file.


cost-estimate

npx skills add https://github.com/ulpi-io/skills --skill cost-estimate

Estimate development cost of a codebase, branch, or commit.

Analyzes LOC, git history, complexity metrics, and generates a cost report. Supports scoping by full repo, branch diff, or single commit.


pr-retro

npx skills add https://github.com/ulpi-io/skills --skill pr-retro

Branch retrospective before merging.

Analyzes all commits on the branch: size metrics, test LOC ratio, focus score, session analysis, commit hygiene, self-review scan (TODOs, debug artifacts, secrets). Delivers a merge readiness verdict — GREEN / YELLOW / RED.


branch-review-before-pr

npx skills add https://github.com/ulpi-io/skills --skill branch-review-before-pr

Pre-landing structural review.

Catches issues tests don't: race conditions, trust boundary violations, query safety, conditional side effects. Critical findings block shipping.


find-bugs

npx skills add https://github.com/ulpi-io/skills --skill find-bugs

Security audit + bug finding on branch diff.

Analyzes full diff against main, maps attack surfaces, runs security checklist against every changed file, verifies findings against context. Prioritized output.


go-live-audit

npx skills add https://github.com/ulpi-io/skills --skill go-live-audit

Launch-readiness audit of an entire repo — authored fresh for each project.

Generates a project-tailored multi-agent audit workflow from a bundled template and runs it via the Workflow tool: build/test/lint/typecheck gates in parallel, one read-only finder per applicable audit dimension (picked from a 20+ dimension catalog — authz, multi-tenancy, injection, data-loss, money-math, concurrency, supply-chain, …), agent-based dedup, adversarial verifiers that try to refute every finding (blockers get a code lens + spec lens), and a completeness critic that spawns follow-up finders for uncovered areas. Ends with a GO / NO-GO / GO-WITH-FIXES verdict. Typically 4080 agents — for a quick branch-diff review use find-bugs instead.


ship-playbook

npx skills add https://github.com/ulpi-io/skills --skill ship-playbook

One feature prompt → planned, built, reviewed, and audited — end to end.

The delivery capstone: it chains the repo's own skills into a single runnable 14-step Workflow and loops on any findings until the gates are genuinely clean. It asks two questions up front — which second harness cross-reviews (claude / codex / kiro / none) and whether to run a go-live audit — then runs: plan (plan-to-task-list-with-dag, assigning a specialist engineer + reviewer + stack skill per task) → plan review (plan-founder-review, looped to APPROVE, optionally with a second harness) → build (per task across the DAG layers: specialist engineer in an isolated worktree → in-workflow git merge → matched -reviewer → bounded fix loop) → implementation review (native ∥ harness) → go-live audit (composes go-live-audit inline) → bounded recursion that re-plans and re-runs on confirmed findings. On exhaustion it escalates honestly rather than faking a clean verdict. Explicit-user-only; spawns many agents over multiple rounds.


bugfix

npx skills add https://github.com/ulpi-io/skills --skill bugfix

Fix bugs with surgical precision — red-green workflow enforced.

Parses findings from /find-bugs or user reports, writes a failing test that reproduces the bug before any fix code, traces root cause through data-flow analysis, implements the minimal fix, and verifies no regressions. Includes bug-type-specific playbooks (security, logic, async, null safety, race conditions) and framework-specific references for 18 frameworks: Express, React, Next.js, Fastify, Hono, Remix, Laravel, Go, Gin, Echo, Fiber, Swift, Bun, Rust, Axum, Actix Web, Rocket, React Native.


code-simplify

npx skills add https://github.com/ulpi-io/skills --skill code-simplify

Review code for reuse, quality, and efficiency.

Analyzes changed code for unnecessary complexity, duplication, and missed reuse opportunities. Fixes issues it finds.


frontend-design-ui-ux

npx skills add https://github.com/ulpi-io/skills --skill frontend-design-ui-ux

UI/UX design methodology for implementation-ready specs.

Produces component briefs, design tokens, and user flow specifications for handoff to engineering agents. For designing new features, creating design systems, or specifying component behavior.


update-claude-learnings

npx skills add https://github.com/ulpi-io/skills --skill update-claude-learnings

Extract behavioral learnings to CLAUDE.md.

After a session reveals patterns or project-specific instructions, this skill adds them to the project's CLAUDE.md so future sessions benefit.


update-agent-learnings

npx skills add https://github.com/ulpi-io/skills --skill update-agent-learnings

Propagate learnings to agent files.

Extracts insights from a session and routes them to the right agent files based on scope — global (all subagents), Claude Code only, or agent-specific.


update-skill-learnings

npx skills add https://github.com/ulpi-io/skills --skill update-skill-learnings

Propagate learnings to skill files.

When a session reveals patterns about structuring skills, this skill updates the central skill learnings file and syncs to appropriate skills.


start

npx skills add https://github.com/ulpi-io/skills --skill start

Session init — discover skills, select agent persona.

Mandatory first skill for any conversation. Discovers available skills, invokes the right ones, selects the correct specialized agent persona for the task domain, and establishes required workflows before coding begins.


commit

npx skills add https://github.com/ulpi-io/skills --skill commit

Smart conventional commits with quality gates.

Analyzes diffs deeply to draft intelligent commit messages, detects scope from branch names and file paths, runs pre-commit checks (TypeScript, ESLint, Prettier), scans for secrets and debug artifacts, splits unrelated changes into separate commits.


create-pr

npx skills add https://github.com/ulpi-io/skills --skill create-pr

Auto-generate and submit pull requests.

Validates branch state, analyzes all commits since divergence, runs pre-PR quality checks, generates structured PR title and body with summary/test-plan/breaking-changes sections, pushes branch, creates PR via gh CLI.


git-merge-expert

npx skills add https://github.com/ulpi-io/skills --skill git-merge-expert

Merge branches and resolve conflicts.

Expert in merge strategies, conflict resolution, PR readiness checks, rollback, and GitHub workflow automation. Handles rebases, cherry-picks, and complex multi-branch merges.


git-merge-expert-worktree

npx skills add https://github.com/ulpi-io/skills --skill git-merge-expert-worktree

Isolated merges in git worktrees.

Same merge expertise but in isolated worktrees — worktree lifecycle management, parallel worktree operations, and cleanup automation. For when you need merge isolation without touching the working directory.


plan-founder-review

npx skills add https://github.com/ulpi-io/skills --skill plan-founder-review

Technical founder review of a plan before execution.

Reads a plan from .ulpi/plans/<name>.md, verifies file paths exist, challenges scope and architecture decisions, audits risk coverage and test gaps, scores sections, and delivers a verdict — APPROVE / REVISE / REJECT. Quality gate between planning and execution.


run-parallel-agents-feature-build

npx skills add https://github.com/ulpi-io/skills --skill run-parallel-agents-feature-build

Orchestrate parallel agents for feature building.

Detects independent tasks, matches each to the right specialized agent, and launches them concurrently via the Agent tool with isolation: "worktree" for safe parallel file modifications. Verifies independence, prepares complete briefs, aggregates results, and checks for conflicts. Integrates with codemap for codebase understanding and browse sessions for parallel web work.


run-parallel-agents-feature-debug

npx skills add https://github.com/ulpi-io/skills --skill run-parallel-agents-feature-debug

Orchestrate parallel agents for debugging.

Clusters independent bugs by subsystem, verifies no shared root cause or cascading failures, matches each problem to the right expert agent, and launches concurrent debugging sessions. Uses codemap deps in briefs so agents understand impact radius. Aggregates fixes and validates no conflicts.


update-claude-settings

npx skills add https://github.com/ulpi-io/skills --skill update-claude-settings

Detect tech stack, generate Claude Code permissions.

Analyzes the repository to detect languages, package managers, frameworks, services, and monorepo structure. Generates .claude/settings.local.json with correct permissions for the detected stack — including @ulpi tools (browse, codemap) when installed. Only includes commands for tools actually detected. Suggests MCP servers for detected services.


ast-grep

npx skills add https://github.com/ulpi-io/skills --skill ast-grep

Structural code search via AST patterns.

Find code by structure, not text. Search for async functions without error handling, specific API call patterns, missing guards, or any structural pattern that grep can't express. Guides the agent through writing, testing, and validating ast-grep rules with stopBy: end discipline, --debug-query for AST inspection, and proper shell escaping. Requires ast-grep CLI.


find-agents

npx skills add https://github.com/ulpi-io/skills --skill find-agents

Find, install, and manage AI agents across 43+ coding IDEs.

Full CLI wrapper for agentshq — the package manager for AI coding agents. Search the registry, install agents from GitHub repos or URLs, list/remove/update installed agents. Agents are automatically translated to each IDE's native format on install.

npx agentshq find <query>                    # → search for agents by keyword
npx agentshq add <owner>/<repo>              # → install agents from a GitHub repo
npx agentshq list                            # → list installed agents
npx agentshq update                          # → update all agents to latest

secrets

npx skills add https://github.com/ulpi-io/skills --skill secrets

Credential management for AI coding agents.

Encrypted local vault that stores API keys, tokens, and credentials. Injects them transparently into CLI tools and MCP servers. Auto-detects agents and writes hooks + MCP entries.

secrets add github --token ghp_your_token    # → store credentials
secrets enable github                        # → enable MCP server in .mcp.json
secrets init                                 # → auto-detect agents, write hooks
secrets status                               # → overview of vault, hooks, agents

Built-in services: github, anthropic, openai, aws, slack, jira, google-cloud, vercel, stripe, linear


codex-review

npx skills add https://github.com/ulpi-io/skills --skill codex-review

Independent AI review via OpenAI Codex CLI.

Get a second opinion on code changes. Analyzes the diff, builds focused review instructions, runs codex review with sandbox permissions, parses prioritized findings, and supports iterative multi-round reviews. Use for cross-review before merging or when you want a rival AI to verify Claude's work.

Requires: codex CLI + OpenAI API key


claude-review

npx skills add https://github.com/ulpi-io/skills --skill claude-review

Independent self-review via Claude agent in worktree isolation.

Spawns a separate Claude Code agent in a read-only worktree to review code changes. Builds focused review prompts from the actual diff, parses prioritized findings, and supports iterative multi-round reviews. Part of the review trifecta alongside /codex-review and /kiro-review. No external dependencies — uses Claude's built-in Agent tool.


kiro-review

npx skills add https://github.com/ulpi-io/skills --skill kiro-review

Independent AI review via Kiro CLI.

Get a second opinion on code changes using Amazon's Kiro. Analyzes the diff, builds focused review prompts, runs kiro-cli chat in non-interactive mode with full tool access, parses prioritized findings, and supports iterative multi-round reviews. Use for cross-review before merging or when you want a rival AI to verify Claude's work.

Requires: kiro-cli + logged in (kiro-cli login)


hand-over-to-kiro

npx skills add https://github.com/ulpi-io/skills --skill hand-over-to-kiro

Delegate an implementation task to the Kiro CLI — and get a verified report back.

Hand a plan or a task to Amazon's Kiro to build (the write-side counterpart to /kiro-review). Claude gathers context, builds a self-contained, injection-safe prompt (written to a temp file, never interpolated into the shell; user input rephrased and wrapped in boundary tags), runs kiro-cli with tool-trust opt-in (no --trust-all-tools unless you ask), then verifies the result against git diff and reports files changed, errors, and what's left. Used by /ship-playbook as its kiro build handoff.

Credit: original skill by Sabeur Thabti (@thabti), MIT — adapted to the @ulpi/skills conventions.

Requires: kiro-cli + logged in (kiro-cli login)


build-dmg

npx skills add https://github.com/ulpi-io/skills --skill build-dmg

Build distributable DMG installers for macOS Xcode projects.

Auto-detects app name, scheme, project/workspace, and team ID from project files. Handles archiving, code signing, DMG creation with styled Finder window, and version management. Supports xcodegen projects and optional ExportOptions.plist configuration.

Requires: Xcode command-line tools


lokei

npx skills add https://github.com/ulpi-io/skills --skill lokei

Local dev proxy — named HTTPS domains on .test with valid TLS.

Auto-detects 30+ frameworks (Next.js, Vite, Rails, Django, etc.) and injects correct port/host flags. Creates local HTTPS domains (e.g., https://myapp.test) with valid TLS certificates signed by a local CA. Supports public tunnel sharing, Docker Compose integration, traffic inspection, and multi-service orchestration via .test.yaml.

lokei run                                    # → auto-detect framework, assign https://project.test
lokei run npm run dev                        # → explicit command
lokei share                                  # → public tunnel URL
lokei doctor                                 # → verify setup

Requires: npm i -g lokei && lokei setup


nextjs

npx skills add https://github.com/ulpi-io/skills --skill nextjs

Next.js 16 App Router reference for AI coding agents.

Comprehensive framework skill covering Cache Components, proxy.ts API-backed data layer, multilingual-first with next-intl, atomic components, structured logging, and analytics tracking. Enforces strict conventions: all strings via t(), components max 150 lines, pages max 300 lines. Includes 19 reference files for stack overview, folder structure, components, pages, data fetching, forms, caching, i18n, error handling, logging, analytics, testing, auth, security, SEO, and accessibility.


laravel

npx skills add https://github.com/ulpi-io/skills --skill laravel

Laravel 12 API framework reference for AI coding agents.

Comprehensive API-only framework skill enforcing thin controllers, Actions pattern for business logic, Form Requests for validation, API Resources for responses, and Eloquent strict mode. Covers the full Laravel AI ecosystem: AI SDK (agents, embeddings, image/audio generation, vector search, streaming), Boost (AI-assisted development with MCP tools and guidelines), and MCP (exposing your app to external AI clients). Includes 22 reference files for stack overview, folder structure, routing, controllers, validation, Eloquent models, API resources, service layer, auth, database, error handling, logging, caching, queues/jobs, testing, security, API docs, observability, Filament admin, Docker, notifications, file storage, scheduling, AI SDK, Boost, and MCP.


laravel-filament

npx skills add https://github.com/ulpi-io/skills --skill laravel-filament

Filament v5 admin panel reference for AI coding agents.

Dedicated skill for building Filament v5 admin panels with correct v5 namespaces, extracted schema/table classes, and unified action imports. Covers the critical v3-to-v5 migration (unified Filament\Actions namespace, ->recordActions() replacing ->actions(), Schemas\Components replacing Forms\Components for layout, BadgeColumn removal). Includes 12 reference files for namespace mapping, resources, forms, tables, actions, filters, relationships, widgets, panels/navigation, notifications, testing, and infolists.


rust

npx skills add https://github.com/ulpi-io/skills --skill rust

Rust systems programming reference for AI coding agents.

Comprehensive skill for building high-performance Rust systems — database storage engines, custom binary formats, wire protocols, query execution, search, and vector indexes. Covers WAL/mmap/MVCC storage with pluggable backends, zero-copy binary formats (BMAP, BARR, packed decimal), DataFusion/Arrow SQL execution with custom table providers and UDFs, pgwire and MySQL wire protocol servers with full ORM compatibility, tantivy full-text search with HNSW vector indexing and SIMD distance functions, arena-allocated graph engines with traversal algorithms, R-tree geospatial with bi-temporal time-travel, tokio async patterns with io_uring and lock-free concurrency, proptest property testing, and unsafe Rust patterns for mmap/SIMD/FFI. Includes 12 reference files covering stack, storage engine, binary formats, type system, DataFusion/Arrow, wire protocols, search/vector, arena/graph, geo/temporal, async/concurrency, testing, and error handling/unsafe.

S
Description
Produce a distinctive, LOCKED design language plus an implementation-ready UX/UI spec, written to .ulpi/design/: a per-brief visual identity (palette, type,…
Readme 1.9 MiB
Languages
JavaScript 71.3%
Python 20.6%
Shell 8.1%