Vercel Composition Patterns
supabase/supabase
React composition patterns that scale. An agent skill from supabase/supabase.
moai-adk-go domain-patterns reference for the 4 harness specialists (cli-template-specialist, quality-specialist, workflow-specialist, hook-ci-specialist).
$ npx skills add modu-ai/moai-adk --skill hns-moaiadk-patterns -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install modu-ai/moai-adk hns-moaiadk-patterns --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/modu-ai/moai-adk.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/hns-moaiadk-patterns .claude/skills/hns-moaiadk-patterns && rm -rf skills-srcUse ~/.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/
Install the "hns-moaiadk-patterns" agent skill from https://github.com/modu-ai/moai-adk/tree/main/.claude/skills/hns-moaiadk-patterns into .claude/skills/hns-moaiadk-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hns-moaiadk-patterns", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/modu-ai/moai-adk/tree/main/.claude/skills/hns-moaiadk-patternsType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add modu-ai/moai-adk --skill hns-moaiadk-patterns -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install modu-ai/moai-adk hns-moaiadk-patterns --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/modu-ai/moai-adk.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/hns-moaiadk-patterns .agents/skills/hns-moaiadk-patterns && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "hns-moaiadk-patterns" agent skill from https://github.com/modu-ai/moai-adk/tree/main/.claude/skills/hns-moaiadk-patterns into .agents/skills/hns-moaiadk-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hns-moaiadk-patterns", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add modu-ai/moai-adk --skill hns-moaiadk-patterns -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install modu-ai/moai-adk hns-moaiadk-patterns --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/modu-ai/moai-adk.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/hns-moaiadk-patterns .cursor/skills/hns-moaiadk-patterns && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "hns-moaiadk-patterns" agent skill from https://github.com/modu-ai/moai-adk/tree/main/.claude/skills/hns-moaiadk-patterns into .cursor/skills/hns-moaiadk-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hns-moaiadk-patterns", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/modu-ai/moai-adk.git --path .claude/skills/hns-moaiadk-patterns--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add modu-ai/moai-adk --skill hns-moaiadk-patterns -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install modu-ai/moai-adk hns-moaiadk-patterns --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/modu-ai/moai-adk.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/hns-moaiadk-patterns .gemini/skills/hns-moaiadk-patterns && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "hns-moaiadk-patterns" agent skill from https://github.com/modu-ai/moai-adk/tree/main/.claude/skills/hns-moaiadk-patterns into .gemini/skills/hns-moaiadk-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hns-moaiadk-patterns", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install modu-ai/moai-adk hns-moaiadk-patternsInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add modu-ai/moai-adk --skill hns-moaiadk-patterns -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/modu-ai/moai-adk.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/hns-moaiadk-patterns .github/skills/hns-moaiadk-patterns && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "hns-moaiadk-patterns" agent skill from https://github.com/modu-ai/moai-adk/tree/main/.claude/skills/hns-moaiadk-patterns into .github/skills/hns-moaiadk-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hns-moaiadk-patterns", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add modu-ai/moai-adk --skill hns-moaiadk-patterns -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install modu-ai/moai-adk hns-moaiadk-patterns --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/modu-ai/moai-adk.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/hns-moaiadk-patterns .opencode/skills/hns-moaiadk-patterns && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "hns-moaiadk-patterns" agent skill from https://github.com/modu-ai/moai-adk/tree/main/.claude/skills/hns-moaiadk-patterns into .opencode/skills/hns-moaiadk-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hns-moaiadk-patterns", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
hns-moaiadk-patternsmoai-adk-go domain-patterns reference for the 4 harness specialists (cli-template-specialist, quality-specialist, workflow-specialist, hook-ci-specialist).
Hns Moaiadk Patterns is an agent skill from modu-ai/moai-adk. moai-adk-go domain-patterns reference for the 4 harness specialists (cli-template-specialist, quality-specialist, workflow-specialist, hook-ci-specialist). Covers the CLI/template/config/hook/spec subsystem architecture, key source paths, the Pipeline specialist delegation map, the Template-First build cycle, the namespace separation contract, and common add-a-template / add-a-hook / add-an-agent / add-a-SPEC workflows. Loaded by the specialists when working on moai-adk-go's own Go codebase and templates.
Its SKILL.md is about 1.8k 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 Development. The repository describes itself as: Agentic development harness for Claude Code — SPEC-driven plan/run/sync, TRUST 5 quality gates, model+effort routing, and Claude×GLM multi-LLM cost control. Single Go binary, 16… The licence is Apache-2.0.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 2aab5f7. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadGrepGlobBashFrom allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
makegoFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Hns Moaiadk Patterns loads about 1.8k tokens when it runs. Until then it costs about 133 tokens; SKILL.md has 566 words of instructions outside code blocks.
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.
The automated check noted patterns worth knowing about, such as sudo or a known installer.
allowed-tools: Read, Grep, Glob, BashAutomated 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.
The full file from modu-ai/moai-adk at commit 2aab5f7, republished under its Apache-2.0 licence (© modu-ai). 566 words, ~1,810 tokens.
.claude/skills/hns-moaiadk-patterns/SKILL.md (or your agent's skills folder).moai-adk-go is a Go binary (moai) with four subsystems:
internal/cli/*.go, cmd/moai/) — Cobra commands: init,
update, hook, build, glm, cc, cg, version, doctor,
spec. Subcommand handlers read stdin JSON for hooks, emit structured
output for the orchestrator.internal/template/) — go:embed-based scaffolding.
Source at internal/template/templates/, embedded into the binary via
//go:embed all:templates in internal/template/embed.go (no generated
.go file). make build recompiles the binary.
TemplateContext ({{.GoBinPath}} / {{.HomeDir}}) renders at moai init.internal/config/) — defaults.go (single source for
thresholds), envkeys.go (env-var constants), TemplateContext renderer..claude/hooks/moai/*.sh, .github/workflows/) — bash
wrapper hooks calling moai hook <event>; CI guard enforces template
neutrality.Plus the SPEC lifecycle (.moai/specs/) governing the project's own
development (plan→run→sync→Mx).
| Subsystem | Path | Notes |
|---|---|---|
| Cobra commands | internal/cli/*.go | wired from cmd/moai/ |
| Template source | internal/template/templates/** | edit HERE first |
| Embedded assets | internal/template/embed.go | //go:embed all:templates (no generated file) |
| Config defaults | internal/config/defaults.go | threshold SSOT |
| Env constants | internal/config/envkeys.go | no hardcoded env names |
| SPEC docs | .moai/specs/SPEC-*/ | spec/plan/acceptance/progress |
| Era classifier | internal/spec/era.go | ClassifyEra() H-1..H-6 |
| Hook scripts | .claude/hooks/moai/*.sh | bash only, no Python |
| CI workflows | .github/workflows/*.yaml | neutrality guard active |
| Harness agents | .claude/agents/harness/*.md | USER-OWNED (this skill) |
This harness is a 4-stage pipeline; each specialist delegates to retained agents (never archived, never replaces them):
CLI/Template ──→ quality ──→ workflow ──→ hook/CI
│ │ │ │
├─ manager-develop (tdd, backend)
├─ Explore (read-only)
├─ sync-auditor (4-dim scoring)
├─ sync-phase-quality-gate.sh (Stop hook)
├─ manager-spec (plan)
├─ manager-develop (run)
├─ manager-docs (sync)
├─ plan-auditor (audit)
├─ builder-harness (artifact_type=hook|command|plugin)
└─ Agent(general-purpose, tools: ..., prompt: "...CI specialist...")When adding/editing anything that ships to user projects:
internal/template/templates/<path> FIRST.make build → recompiles the binary (templates embedded via
//go:embed all:templates in embed.go; no generated .go file).moai update (or manual copy)..claude/ / .moai/ reflects the template.go test ./internal/template/... (neutrality audit included).Never edit .claude/ or .moai/ directly without a template source. The
source of truth is templates/ — edit files there, then make build.
Two namespaces, enforced by moai update:
| Namespace | Location | Owner | moai update behavior |
|---|---|---|---|
| Template-managed | internal/template/templates/** → .claude/agents/{core,expert,meta}/, moai-* skills | MoAI-ADK distribution | Overwrites local on sync |
| User-owned (this harness) | .claude/agents/harness/, harness-* skills, .moai/harness/ | Project developer | NEVER deleted/modified; backup before update |
The canonical user-owned skill prefix is harness-* (recognized by Go
enforcement after the namespace catch-up, SPEC-V3R6-HARNESS-NAMESPACE-V2-001).
The legacy my-harness-* form is retained during a backward-compat
deprecation window; new skills MUST use the bare harness-* prefix.
internal/template/templates/<path>.make build.moai update (or test via ./moai init /tmp/test-project).go test ./internal/template/... -run TestTemplateNeutralityAudit..claude/hooks/moai/handle-<event>.sh (bash, reads stdin JSON, calls
moai hook <event>)..claude/settings.json with "$CLAUDE_PROJECT_DIR/..." quoting +
timeout: 5.internal/template/templates/..claude/agents/harness/<role>-specialist.md with name,
trigger-shaped description, skills: array (companion skill), tools:
(CSV string).harness-* skill exists (else self-activation
smoke gate FAILs)./moai plan "<description>" → manager-spec authors plan-phase artifacts.plan-auditor independent audit gate.AskUserQuestion)./moai run SPEC-<ID> → manager-develop (cycle_type per quality.yaml)./moai sync SPEC-<ID> → manager-docs.sync-auditor 4-dimension gate.sync_commit_sha in §E.4; the sync commit carries the implemented → completed transition — per SPEC-V3R6-LIFECYCLE-REDESIGN-001, the former separate mx_commit_sha / §E.5 Mx-phase step is retired; MX Tag validation is a sync sub-step)..claude/rules/moai/development/agent-authoring.md — agent frontmatter schema.claude/rules/moai/development/skill-authoring.md — skill frontmatter schema.claude/rules/moai/workflow/archived-agent-rejection.md §C — migration table.claude/skills/moai-meta-harness/SKILL.md § Namespace Separation© modu-ai, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in .claude/skills/hns-moaiadk-patterns of modu-ai/moai-adk.
Open the folder on GitHubat commit 2aab5f7
Hns Moaiadk Patterns 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Hns Moaiadk Patterns this skillmodu-ai/moai-adk | 1.2k | — | ~1.8k | Automated safety check: Notes | Apache-2.0 | |
| Vercel Composition Patternssupabase/supabase | 111k | 58 repos | ~726 | Automated safety check: Pass | MIT | |
| Finishing a Development Branchobra/superpowers | 297k | 5 repos | ~1.9k | Automated safety check: Pass | MIT | |
| Typescript Advanced Typesrolling-scopes/rsschool-app | 10k | 25 repos | ~4.2k | Automated safety check: Pass | MPL-2.0 | |
| PR Babysitteropeninterpreter/openinterpreter | 69k | 3 repos | ~4.2k | Automated safety check: Pass | Apache-2.0 | |
| Code Review ChecklistshareAI-lab/learn-claude-code | 78k | 5 repos | ~1.1k | Automated safety check: Pass | MIT |
supabase/supabase
React composition patterns that scale. An agent skill from supabase/supabase.
obra/superpowers
Walks the last step of a branch: confirm tests pass, detect the git environment, ask how to integrate, carry out your choice and clean up the worktree.
rolling-scopes/rsschool-app
Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications.
openinterpreter/openinterpreter
Watches an open GitHub pull request until it merges, handling review comments, diagnosing CI failures and retrying flaky checks along the way.
shareAI-lab/learn-claude-code
Reviews code against a five-part checklist covering security, correctness, performance, maintainability and testing, and reports findings in a fixed format.
onyx-dot-app/onyx
Iteratively improves a PR (GitHub), MR (GitLab), or shelved changelist (Perforce) until Greptile gives it a 5/5 confidence score with zero unresolved comments.
modu-ai/moai-adk
Builds hand-editable SVG diagrams from computed layout coordinates, lints the source and renders a 2x PNG, with rules for when mermaid is the better choice.
modu-ai/moai-adk
Reference for MoAI-ADK's core development principles: TRUST 5 quality gates, SPEC-first domain-driven workflow, agent delegation and token budgeting.
modu-ai/moai-adk
Manages SPEC documents for MoAI-ADK development, with GEARS or EARS requirement notation, acceptance criteria and a link into the Plan-Run-Sync workflow.
modu-ai/moai-adk
Drives test-first development through the RED, GREEN, REFACTOR cycle, with a config switch that selects between TDD and a DDD workflow for existing code.
modu-ai/moai-adk
Gives each SPEC its own Git worktree with a registry of active workspaces, base-branch sync and cleanup of merged ones, inside the MoAI-ADK workflow.
modu-ai/moai-adk
Watches a pull request's CI checks after creation, separates required from auxiliary failures, applies limited safe fixes and escalates anything semantic to you.
Categories
moai-adk-go domain-patterns reference for the 4 harness specialists (cli-template-specialist, quality-specialist, workflow-specialist, hook-ci-specialist). Hns Moaiadk Patterns is an agent skill from modu-ai/moai-adk. moai-adk-go domain-patterns reference for the 4 harness specialists (cli-template-specialist, quality-specialist, workflow-specialist, hook-ci-specialist).
Hns Moaiadk Patterns fits situations like: development work in your project.
Run `npx skills add modu-ai/moai-adk --skill hns-moaiadk-patterns -a claude-code`. Or copy the skill folder (.claude/skills/hns-moaiadk-patterns in modu-ai/moai-adk) into .claude/skills/hns-moaiadk-patterns in your project. Claude Code loads it when a task matches its description.
Run `npx skills add modu-ai/moai-adk --skill hns-moaiadk-patterns -a codex`. Or copy the skill folder (.claude/skills/hns-moaiadk-patterns in modu-ai/moai-adk) into .agents/skills/hns-moaiadk-patterns in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add modu-ai/moai-adk --skill hns-moaiadk-patterns -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/hns-moaiadk-patterns, .gemini/skills/hns-moaiadk-patterns, .github/skills/hns-moaiadk-patterns and .opencode/skills/hns-moaiadk-patterns in your project.
Going by SKILL.md and its folder, Hns Moaiadk Patterns needs the command-line tools its instructions call (make and go). Our summary lists: Python 3. Its frontmatter pre-approves these tools: Read, Grep, Glob, Bash.
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.
Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
Hns Moaiadk Patterns is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.8k tokens (SKILL.md is roughly 7.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Hns Moaiadk Patterns: Vercel Composition Patterns (supabase/supabase, 111k stars), Finishing a Development Branch (obra/superpowers, 297k stars), Typescript Advanced Types (rolling-scopes/rsschool-app, 10k stars) and PR Babysitter (openinterpreter/openinterpreter, 69k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
modu-ai (a GitHub organization) maintains it in modu-ai/moai-adk, which has 1,232 GitHub stars. The repository holds 48 skills in this directory. The repository was last updated on October 9, 2026.
Source: modu-ai/moai-adk on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.