Graph
smallnest/goal-workflow
Graph engineering for parallel task execution: convert a task, PRD, SPEC, or issue set into a dependency graph (DAG), layer it into supersteps, then implement each independent node concurrently with…
Ralph Loop 병렬 버전. An agent skill from jh941213/my-cc-harness.
Install Autodev Parallel
$ npx skills add jh941213/my-cc-harness --skill autodev-parallel -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jh941213/my-cc-harness autodev-parallel --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/jh941213/my-cc-harness.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/autodev-parallel .claude/skills/autodev-parallel && 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 "autodev-parallel" agent skill from https://github.com/jh941213/my-cc-harness/tree/main/skills/autodev-parallel into .claude/skills/autodev-parallel/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "autodev-parallel", 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/jh941213/my-cc-harness/tree/main/skills/autodev-parallelType 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 jh941213/my-cc-harness --skill autodev-parallel -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jh941213/my-cc-harness autodev-parallel --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jh941213/my-cc-harness.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/autodev-parallel .agents/skills/autodev-parallel && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "autodev-parallel" agent skill from https://github.com/jh941213/my-cc-harness/tree/main/skills/autodev-parallel into .agents/skills/autodev-parallel/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "autodev-parallel", 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 jh941213/my-cc-harness --skill autodev-parallel -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jh941213/my-cc-harness autodev-parallel --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jh941213/my-cc-harness.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/autodev-parallel .cursor/skills/autodev-parallel && 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 "autodev-parallel" agent skill from https://github.com/jh941213/my-cc-harness/tree/main/skills/autodev-parallel into .cursor/skills/autodev-parallel/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "autodev-parallel", 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/jh941213/my-cc-harness.git --path skills/autodev-parallel--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 jh941213/my-cc-harness --skill autodev-parallel -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jh941213/my-cc-harness autodev-parallel --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jh941213/my-cc-harness.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/autodev-parallel .gemini/skills/autodev-parallel && 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 "autodev-parallel" agent skill from https://github.com/jh941213/my-cc-harness/tree/main/skills/autodev-parallel into .gemini/skills/autodev-parallel/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "autodev-parallel", 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 jh941213/my-cc-harness autodev-parallelInstalls 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 jh941213/my-cc-harness --skill autodev-parallel -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jh941213/my-cc-harness.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/autodev-parallel .github/skills/autodev-parallel && 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 "autodev-parallel" agent skill from https://github.com/jh941213/my-cc-harness/tree/main/skills/autodev-parallel into .github/skills/autodev-parallel/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "autodev-parallel", 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 jh941213/my-cc-harness --skill autodev-parallel -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jh941213/my-cc-harness autodev-parallel --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jh941213/my-cc-harness.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/autodev-parallel .opencode/skills/autodev-parallel && 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 "autodev-parallel" agent skill from https://github.com/jh941213/my-cc-harness/tree/main/skills/autodev-parallel into .opencode/skills/autodev-parallel/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "autodev-parallel", 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.
Facts
- Skill name
autodev-parallel- GitHub stars
- 126
- Token cost
- ~958 tokens
- SKILL.md length
- 189 words
- Files
- 1
- Skills in repo
- 66
- Repo updated
- First seen
- Licence
- None found
At a glance
Ralph Loop 병렬 버전. An agent skill from jh941213/my-cc-harness.
- Works in 5 steps: 설정 수집 → 5: 루프 초기화 (state.json) → 항목 분류 → …
- Tasks that involve Autonomous loops
- SKILL.md covers 핵심 개념, Phase 0: 설정 수집, Phase 0.5: 루프 초기화 (state.json) and Phase 1: 항목 분류, plus 5 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Autodev Parallel is an agent skill from jh941213/my-cc-harness. Ralph Loop 병렬 버전. 여러 에이전트가 worktree에서 동시에 PRD 항목을 처리한다. 트리거: "PRD 항목 병렬 구현", "병렬 구현", "autodev parallel", "워크트리 병렬 개발", "병렬 랄프" 안티-트리거: "순차 구현", "하나씩"
Its SKILL.md is about 960 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 Autonomous loops, PRD writing and Git worktrees.
When your agent uses it
- Tasks that involve Autonomous loops
- Tasks that involve PRD writing
- Tasks that involve Git worktrees
Example prompts
- “PRD 항목 병렬 구현”
- “autodev parallel”
- “/autodev-parallel”
Requirements
- Pre-approved tools (allowed-tools): Read, Write, Edit, Bash, Grep, Glob, Agent
Workflow steps
5 steps, taken from the step headings in SKILL.md.
- 설정 수집
- 5: 루프 초기화 (state.json)
- 항목 분류
- 라운드 루프
- 완료 보고
What it can do on your machine
Read from SKILL.md and the folder at commit e9210e2. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
ReadWriteEditBashGrepGlobAgent
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are yaml and markdown).
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Autodev Parallel loads about 958 tokens when it runs. Until then it costs about 42 tokens; SKILL.md has 189 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.
Safety
Auto-check: notes
The automated check noted patterns worth knowing about, such as sudo or a known installer.
- NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
allowed-tools: Read, Write, Edit, Bash, Grep, Glob, Agent
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.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 189 words (~958 tokens).
“여러 에이전트가 worktree 격리 환경에서 PRD 항목을 병렬 처리한다. 독립적인 항목들을 동시에 진행하여 완료 속도를 극대화.”
- name
- autodev-parallel
- allowed-tools
- Read, Write, Edit, Bash, Grep, Glob, Agent
- user-invocable
- true
- disable-model-invocation
- false
Files
Just SKILL.md in skills/autodev-parallel of jh941213/my-cc-harness.
Open the folder on GitHubat commit e9210e2
Compare with similar skills
Autodev Parallel 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 |
|---|---|---|---|---|---|---|
| Autodev Parallel this skilljh941213/my-cc-harness | 126 | — | ~958 | Automated safety check: Notes | None | |
| Graphsmallnest/goal-workflow | 288 | — | ~3.9k | Automated safety check: Pass | MIT | |
| Handoffanombyte93/prd-taskmaster | 604 | — | ~5k | Automated safety check: Pass | MIT | |
| Ralphjulianromli/opencode-template | 144 | 1 repos | ~1.1k | Automated safety check: Pass | None | |
| Shep Workstreamsshep-ai/shep | 264 | — | ~2.5k | Automated safety check: Pass | MIT | |
| Rebuild Branchplatformplatform/PlatformPlatform | 440 | — | ~2.1k | Automated safety check: Notes | MIT |
Similar skills
Handoff
anombyte93/prd-taskmaster
Phase 3 of the prd-taskmaster pipeline: smart mode selection and user handoff.
Ralph
julianromli/opencode-template
Autonomous agent loop for completing features. An agent skill from julianromli/opencode-template.
Shep Workstreams
shep-ai/shep
A skill your agent uses when a large body of work (a version milestone, an epic, a roadmap, a set of PRDs/design docs) needs to be broken into parallel workstreams and executed with the shep CLI.
Rebuild Branch
platformplatform/PlatformPlatform
Rebuild a stale branch by cherry-picking each commit onto a fresh branch off main, using a ralph-loop to validate each commit (build, test, format, lint, optional e2e) before moving on.
Execute Fleet
anombyte93/prd-taskmaster
Phase execution skill for licensed Atlas Fleet runs. An agent skill from anombyte93/prd-taskmaster.
More from jh941213/my-cc-harness
All 66 skills in this repoAPI Design Principles
jh941213/my-cc-harness
REST 및 GraphQL API 설계 원칙 가이드. An agent skill from jh941213/my-cc-harness.
Tailwind Design System
jh941213/my-cc-harness
Build scalable design systems with Tailwind CSS, design tokens, component libraries, and responsive patterns.
Docs Architecture
jh941213/my-cc-harness
Generate/update architecture docs — ARCHITECTURE.md (codemap), architecture diagrams (C4 mermaid), ADRs (MADR), data model ERD.
Auto Memory
jh941213/my-cc-harness
A skill your agent uses when starting substantial work in a repo (implementation, fixes, deploys, debugging), when first exploring a new repo, or when finishing work that produced reusable knowledge.
Autodev
jh941213/my-cc-harness
Ralph Loop based autonomous development loop. An agent skill from jh941213/my-cc-harness.
Async Python Patterns
jh941213/my-cc-harness
Python asyncio 및 async/await 패턴 가이드. An agent skill from jh941213/my-cc-harness.
Related
Questions about Autodev Parallel
What does Autodev Parallel do?
Ralph Loop 병렬 버전. An agent skill from jh941213/my-cc-harness. Autodev Parallel is an agent skill from jh941213/my-cc-harness. Ralph Loop 병렬 버전.
When should I use Autodev Parallel?
Autodev Parallel fits situations like: tasks that involve Autonomous loops; tasks that involve PRD writing; tasks that involve Git worktrees.
How do I install Autodev Parallel in Claude Code?
Run `npx skills add jh941213/my-cc-harness --skill autodev-parallel -a claude-code`. Or copy the skill folder (skills/autodev-parallel in jh941213/my-cc-harness) into .claude/skills/autodev-parallel in your project. Claude Code loads it when a task matches its description.
How do I install Autodev Parallel in Codex?
Run `npx skills add jh941213/my-cc-harness --skill autodev-parallel -a codex`. Or copy the skill folder (skills/autodev-parallel in jh941213/my-cc-harness) into .agents/skills/autodev-parallel in your project. Codex loads it when a task matches its description.
Can I use Autodev Parallel in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add jh941213/my-cc-harness --skill autodev-parallel -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/autodev-parallel, .gemini/skills/autodev-parallel, .github/skills/autodev-parallel and .opencode/skills/autodev-parallel in your project.
What does Autodev Parallel need to run?
SKILL.md names no scripts, command-line tools or credentials: Autodev Parallel is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Write, Edit, Bash, Grep, Glob, Agent.
Does Autodev Parallel access the network?
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.
Is Autodev Parallel safe to install?
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.
What licence does Autodev Parallel use?
No licence was found for Autodev Parallel or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Autodev Parallel use?
About 958 tokens (SKILL.md is roughly 3.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Autodev Parallel?
Skills that share tags, products or a category with Autodev Parallel: Graph (smallnest/goal-workflow, 288 stars), Handoff (anombyte93/prd-taskmaster, 604 stars), Ralph (julianromli/opencode-template, 144 stars) and Shep Workstreams (shep-ai/shep, 264 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Autodev Parallel?
jh941213 (a GitHub user) maintains it in jh941213/my-cc-harness, which has 126 GitHub stars. The repository holds 66 skills in this directory. The repository was last updated on August 3, 2026.
Source: jh941213/my-cc-harness on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.