MoAI Foundation Core
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.
Core principle that the main agent is a coordinator, not an implementer.
$ npx skills add tzachbon/smart-ralph --skill delegation-principle -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install tzachbon/smart-ralph delegation-principle --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/tzachbon/smart-ralph.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/ralph-speckit/skills/delegation-principle .claude/skills/delegation-principle && 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 "delegation-principle" agent skill from https://github.com/tzachbon/smart-ralph/tree/main/plugins/ralph-speckit/skills/delegation-principle into .claude/skills/delegation-principle/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "delegation-principle", 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/tzachbon/smart-ralph/tree/main/plugins/ralph-speckit/skills/delegation-principleType 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 tzachbon/smart-ralph --skill delegation-principle -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install tzachbon/smart-ralph delegation-principle --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/tzachbon/smart-ralph.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/ralph-speckit/skills/delegation-principle .agents/skills/delegation-principle && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "delegation-principle" agent skill from https://github.com/tzachbon/smart-ralph/tree/main/plugins/ralph-speckit/skills/delegation-principle into .agents/skills/delegation-principle/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "delegation-principle", 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 tzachbon/smart-ralph --skill delegation-principle -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install tzachbon/smart-ralph delegation-principle --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/tzachbon/smart-ralph.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/ralph-speckit/skills/delegation-principle .cursor/skills/delegation-principle && 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 "delegation-principle" agent skill from https://github.com/tzachbon/smart-ralph/tree/main/plugins/ralph-speckit/skills/delegation-principle into .cursor/skills/delegation-principle/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "delegation-principle", 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/tzachbon/smart-ralph.git --path plugins/ralph-speckit/skills/delegation-principle--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 tzachbon/smart-ralph --skill delegation-principle -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install tzachbon/smart-ralph delegation-principle --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/tzachbon/smart-ralph.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/ralph-speckit/skills/delegation-principle .gemini/skills/delegation-principle && 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 "delegation-principle" agent skill from https://github.com/tzachbon/smart-ralph/tree/main/plugins/ralph-speckit/skills/delegation-principle into .gemini/skills/delegation-principle/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "delegation-principle", 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 tzachbon/smart-ralph delegation-principleInstalls 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 tzachbon/smart-ralph --skill delegation-principle -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/tzachbon/smart-ralph.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/ralph-speckit/skills/delegation-principle .github/skills/delegation-principle && 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 "delegation-principle" agent skill from https://github.com/tzachbon/smart-ralph/tree/main/plugins/ralph-speckit/skills/delegation-principle into .github/skills/delegation-principle/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "delegation-principle", 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 tzachbon/smart-ralph --skill delegation-principle -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install tzachbon/smart-ralph delegation-principle --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/tzachbon/smart-ralph.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/ralph-speckit/skills/delegation-principle .opencode/skills/delegation-principle && 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 "delegation-principle" agent skill from https://github.com/tzachbon/smart-ralph/tree/main/plugins/ralph-speckit/skills/delegation-principle into .opencode/skills/delegation-principle/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "delegation-principle", 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.
delegation-principleCore principle that the main agent is a coordinator, not an implementer.
Delegation Principle is an agent skill from tzachbon/smart-ralph. Core principle that the main agent is a coordinator, not an implementer. All work must be delegated to subagents.
Its SKILL.md is about 630 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 Agent Workflows, covering Subagents and Spec-driven development. The repository describes itself as: Spec-driven development with smart compaction. Claude Code plugin combining Ralph Wiggum loop with structured specification workflow. The licence is MIT.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit ac7251a. It shows what the files ask for, not the result of running them.
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.
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.
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.
Delegation Principle loads about 630 tokens when it runs. Until then it costs about 34 tokens; SKILL.md has 243 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 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.
The full file from tzachbon/smart-ralph at commit ac7251a, republished under its MIT licence (© tzachbon). 243 words, ~630 tokens.
.claude/skills/delegation-principle/SKILL.md (or your agent's skills folder).YOU MUST NEVER IMPLEMENT ANYTHING YOURSELF
The main agent (you) is a coordinator, not an implementer.
Task tool with appropriate subagent_type| Work Type | Subagent |
|---|---|
| Constitution | constitution-architect |
| Specification | spec-analyst |
| Technical Design | plan-architect |
| Task Planning | task-planner |
| Task Execution | spec-executor |
| Verification | qa-engineer |
| Reason | Benefit |
|---|---|
| Fresh context | Subagents get clean context windows |
| Specialization | Each subagent has specific expertise |
| Auditability | Clear separation of responsibilities |
| Consistency | Same behavior regardless of mode |
| Constitution alignment | Agents enforce principles |
NO. Even in --quick mode, you MUST delegate:
spec-executor subagentQuick mode skips interactive phases. Does NOT change delegation requirement.
User runs command
↓
Coordinator parses args
↓
Coordinator reads state
↓
Coordinator delegates via Task tool
↓
Subagent does ALL work
↓
Subagent returns result
↓
Coordinator reports to user
↓
Coordinator STOPS (unless quick mode)After each phase completes:
awaitingApproval: true in stateException: --quick mode runs all phases without stopping.
© tzachbon, MIT. 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 plugins/ralph-speckit/skills/delegation-principle of tzachbon/smart-ralph.
Open the folder on GitHubat commit ac7251a
Delegation Principle 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 |
|---|---|---|---|---|---|---|
| Delegation Principle this skilltzachbon/smart-ralph | 559 | — | ~630 | Automated safety check: Pass | MIT | |
| MoAI Foundation Coremodu-ai/moai-adk | 1.2k | — | ~5k | Automated safety check: Pass | Apache-2.0 | |
| Cc Dev Agentsangrokjung/claude-forge | 852 | — | ~771 | Automated safety check: Pass | MIT | |
| Extracting Requirementsprime-radiant-inc/iterative-development | 181 | — | ~2.7k | Automated safety check: Pass | Apache-2.0 | |
| Spec-Driven Development v2LichAmnesia/lich-skills | 234 | — | ~3.1k | Automated safety check: Pass | MIT | |
| Sagawarpdotdev/common-skills | 610 | — | ~4.1k | Automated safety check: Pass | MIT |
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.
sangrokjung/claude-forge
A skill your agent uses when starting Claude Code projects, writing CLAUDE.md/spec.md, dispatching subagents, or requesting Agent Teams parallel development.
prime-radiant-inc/iterative-development
Reads human-written spec documents and produces per-epic requirement files with proof obligations plus behavior scenarios with stable IDs, using parallel chunked extraction.
LichAmnesia/lich-skills
Organizes long-running agent work into a Project, Sprint and Task hierarchy with per-task state files, isolated worktrees, review loops and script-checked rules.
warpdotdev/common-skills
Run an autonomous, spec-driven development "saga" for medium-to-large features using an orchestrator agent and a fleet of worker subagents.
TencentBlueKing/bk-bcs
迭代执行流水线开发计划阶段。基于 spec.md 调用 /speckit.plan 以测试驱动开发模式构建 开发计划、技术调研与数据模型,并在同一 subagent 内就地做文档级合规自检,产出 plan-report.md。
tzachbon/smart-ralph
This skill should be used when generating spec artifacts (research.md, requirements.md, design.md, tasks.md), formatting agent output, structuring phase results, or when any Ralph agent needs…
tzachbon/smart-ralph
This skill should be used when a Ralph phase must identify critical user decisions, run a layered grill, persist partial answers, obtain explicit approval, or resume an interrupted phase interview…
tzachbon/smart-ralph
This skill should be used when the user asks to "verify a fix", "reproduce failure", "diagnose issue", "check BEFORE/AFTER state", "VF task", "reality check", "check test quality", "mock-only…
tzachbon/smart-ralph
This skill should be used when the user asks to "build a feature", "create a spec", "start spec-driven development", "run research phase", "generate requirements", "create design", "plan tasks"…
tzachbon/smart-ralph
This skill should be used only when the user explicitly asks to use $ralph-specum-design, or explicitly asks Ralph Specum in Codex to run the design phase.
tzachbon/smart-ralph
This skill should be used only when the user explicitly asks to use $ralph-specum-tasks, or explicitly asks Ralph Specum in Codex to run the tasks phase.
Categories
Core principle that the main agent is a coordinator, not an implementer. Delegation Principle is an agent skill from tzachbon/smart-ralph. Core principle that the main agent is a coordinator, not an implementer.
Delegation Principle fits situations like: tasks that involve Subagents; tasks that involve Spec-driven development.
Run `npx skills add tzachbon/smart-ralph --skill delegation-principle -a claude-code`. Or copy the skill folder (plugins/ralph-speckit/skills/delegation-principle in tzachbon/smart-ralph) into .claude/skills/delegation-principle in your project. Claude Code loads it when a task matches its description.
Run `npx skills add tzachbon/smart-ralph --skill delegation-principle -a codex`. Or copy the skill folder (plugins/ralph-speckit/skills/delegation-principle in tzachbon/smart-ralph) into .agents/skills/delegation-principle 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 tzachbon/smart-ralph --skill delegation-principle -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/delegation-principle, .gemini/skills/delegation-principle, .github/skills/delegation-principle and .opencode/skills/delegation-principle in your project.
SKILL.md names no scripts, command-line tools or credentials: Delegation Principle is instructions for the agent only.
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 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.
Delegation Principle is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 630 tokens (SKILL.md is roughly 2.5k 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 Delegation Principle: MoAI Foundation Core (modu-ai/moai-adk, 1.2k stars), Cc Dev Agent (sangrokjung/claude-forge, 852 stars), Extracting Requirements (prime-radiant-inc/iterative-development, 181 stars) and Spec-Driven Development v2 (LichAmnesia/lich-skills, 234 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
tzachbon (a GitHub user) maintains it in tzachbon/smart-ralph, which has 559 GitHub stars. The repository holds 26 skills in this directory. The repository was last updated on September 16, 2026.
Source: tzachbon/smart-ralph on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.