MemPalace Task Handoff
MemPalace/mempalace
Creates, hands off, claims, executes and closes agent tasks through the MemPalace logstream, with approval of the exact task before it is recorded.
Analyzes large tasks for independent subtasks that can be safely parallelized.
Install Vibe Parallel Task Decomposition
$ npx skills add ash1794/vibe-engineering --skill vibe-parallel-task-decomposition -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ash1794/vibe-engineering vibe-parallel-task-decomposition --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/ash1794/vibe-engineering.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/vibe-engineering/skills/vibe-parallel-task-decomposition .claude/skills/vibe-parallel-task-decomposition && 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 "vibe-parallel-task-decomposition" agent skill from https://github.com/ash1794/vibe-engineering/tree/master/plugins/vibe-engineering/skills/vibe-parallel-task-decomposition into .claude/skills/vibe-parallel-task-decomposition/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vibe-parallel-task-decomposition", 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/ash1794/vibe-engineering/tree/master/plugins/vibe-engineering/skills/vibe-parallel-task-decompositionType 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 ash1794/vibe-engineering --skill vibe-parallel-task-decomposition -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ash1794/vibe-engineering vibe-parallel-task-decomposition --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ash1794/vibe-engineering.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/vibe-engineering/skills/vibe-parallel-task-decomposition .agents/skills/vibe-parallel-task-decomposition && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "vibe-parallel-task-decomposition" agent skill from https://github.com/ash1794/vibe-engineering/tree/master/plugins/vibe-engineering/skills/vibe-parallel-task-decomposition into .agents/skills/vibe-parallel-task-decomposition/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vibe-parallel-task-decomposition", 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 ash1794/vibe-engineering --skill vibe-parallel-task-decomposition -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ash1794/vibe-engineering vibe-parallel-task-decomposition --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ash1794/vibe-engineering.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/vibe-engineering/skills/vibe-parallel-task-decomposition .cursor/skills/vibe-parallel-task-decomposition && 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 "vibe-parallel-task-decomposition" agent skill from https://github.com/ash1794/vibe-engineering/tree/master/plugins/vibe-engineering/skills/vibe-parallel-task-decomposition into .cursor/skills/vibe-parallel-task-decomposition/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vibe-parallel-task-decomposition", 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/ash1794/vibe-engineering.git --path plugins/vibe-engineering/skills/vibe-parallel-task-decomposition--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 ash1794/vibe-engineering --skill vibe-parallel-task-decomposition -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ash1794/vibe-engineering vibe-parallel-task-decomposition --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ash1794/vibe-engineering.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/vibe-engineering/skills/vibe-parallel-task-decomposition .gemini/skills/vibe-parallel-task-decomposition && 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 "vibe-parallel-task-decomposition" agent skill from https://github.com/ash1794/vibe-engineering/tree/master/plugins/vibe-engineering/skills/vibe-parallel-task-decomposition into .gemini/skills/vibe-parallel-task-decomposition/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vibe-parallel-task-decomposition", 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 ash1794/vibe-engineering vibe-parallel-task-decompositionInstalls 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 ash1794/vibe-engineering --skill vibe-parallel-task-decomposition -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ash1794/vibe-engineering.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/vibe-engineering/skills/vibe-parallel-task-decomposition .github/skills/vibe-parallel-task-decomposition && 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 "vibe-parallel-task-decomposition" agent skill from https://github.com/ash1794/vibe-engineering/tree/master/plugins/vibe-engineering/skills/vibe-parallel-task-decomposition into .github/skills/vibe-parallel-task-decomposition/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vibe-parallel-task-decomposition", 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 ash1794/vibe-engineering --skill vibe-parallel-task-decomposition -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ash1794/vibe-engineering vibe-parallel-task-decomposition --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ash1794/vibe-engineering.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/vibe-engineering/skills/vibe-parallel-task-decomposition .opencode/skills/vibe-parallel-task-decomposition && 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 "vibe-parallel-task-decomposition" agent skill from https://github.com/ash1794/vibe-engineering/tree/master/plugins/vibe-engineering/skills/vibe-parallel-task-decomposition into .opencode/skills/vibe-parallel-task-decomposition/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vibe-parallel-task-decomposition", 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
vibe-parallel-task-decomposition- GitHub stars
- 163
- Token cost
- ~717 tokens
- SKILL.md length
- 328 words
- Files
- 1
- Skills in repo
- 33
- Repo updated
- First seen
- Licence
- MIT
At a glance
Analyzes large tasks for independent subtasks that can be safely parallelized.
- Works in 6 steps: List all subtasks from the plan or… → Build dependency graph — For each pair… → Group into batches → …
- A task has 5+ subtasks touching independent files
- SKILL.md covers When to Use This Skill, When NOT to Use This Skill, Steps and Output Format
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Vibe Parallel Task Decomposition is an agent skill from ash1794/vibe-engineering. Analyzes large tasks for independent subtasks that can be safely parallelized. Produces a DAG-based dispatch plan with dependency ordering and maximum parallelism. Use when a task has 5+ subtasks touching independent files, or the user asks to speed up or parallelize the work.
Its SKILL.md is about 720 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 Task breakdown. The repository describes itself as: 33 engineering discipline skills for Claude Code, OpenAI Codex & Gemini CLI + a CLI for CI/CD enforcement. Extracted from real-world multi-agent system development. Born from… The licence is MIT.
When your agent uses it
- A task has 5+ subtasks touching independent files
- The user asks to speed up
- Parallelize the work
Example prompts
- “Use the vibe-parallel-task-decomposition skill to analyz large tasks for independent subtasks that can be safely parallelized”
- “/vibe-parallel-task-decomposition”
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- List all subtasks from the plan or requirements
- Build dependency graph — For each pair of tasks, ask
- Group into batches
- Set parallelism limit — Use the harness's native parallelism (subagents, background tasks, workflows, or cloud tasks) and respect its…
- Isolate — Give each parallel stream its own worktree or branch if the harness supports isolation, so streams can't overwrite each other's…
- Create dispatch plan
What it can do on your machine
Read from SKILL.md and the folder at commit 8f1d71b. It shows what the files ask for, not the result of running them.
Tool permissions
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.
Runs code
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.
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
Vibe Parallel Task Decomposition loads about 717 tokens when it runs. Until then it costs about 78 tokens; SKILL.md has 328 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 passed
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.
SKILL.md
The full file from ash1794/vibe-engineering at commit 8f1d71b, republished under its MIT licence (© ash1794). 328 words, ~717 tokens.
Download SKILL.mdSave it as
.claude/skills/vibe-parallel-task-decomposition/SKILL.md (or your agent's skills folder).- name
- vibe-parallel-task-decomposition
- description
- Analyzes large tasks for independent subtasks that can be safely parallelized. Produces a DAG-based dispatch plan with dependency ordering and maximum parallelism. Use when a task has 5+ subtasks touching independent files, or the user asks to speed up or parallelize the work.
- user-invocable
- true
vibe-parallel-task-decomposition
Large tasks are often collections of independent subtasks hiding behind a sequential mental model. Find the parallelism.
When to Use This Skill
- Facing a task with 5+ subtasks
- Multiple files need changes that don't depend on each other
- Implementation plan has steps that could run concurrently
- User asks to "speed this up" or "parallelize"
When NOT to Use This Skill
- Tasks with fewer than 3 subtasks
- All subtasks depend on each other sequentially
- Changes are all in the same file
- The overhead of coordination exceeds the benefit
- Long-running, multi-phase work with follow-ups (use
vibe-workstream-orchestration)
Steps
List all subtasks from the plan or requirements
Build dependency graph — For each pair of tasks, ask:
- Do they modify the same file? → dependent
- Does task B need output from task A? → dependent
- Do they share mutable state? → dependent
- Otherwise → independent (can parallelize)
Group into batches:
- Batch 0: Tasks with no dependencies (run first, in parallel)
- Batch 1: Tasks that depend only on Batch 0 (run after Batch 0, in parallel)
- Batch N: Continue until all tasks assigned
Set parallelism limit — Use the harness's native parallelism (subagents, background tasks, workflows, or cloud tasks) and respect its concurrency limits. Past a handful of concurrent streams, the integration and review cost usually outweighs the speedup, so 3–5 is a sensible default unless the tasks are trivially independent.
Isolate — Give each parallel stream its own worktree or branch if the harness supports isolation, so streams can't overwrite each other's files. Integrate afterwards with
vibe-cherry-pick-integration.Create dispatch plan:
Output Format
Parallel Task Decomposition
Total Tasks: X Batches: Y Max Parallelism: Z agents Estimated Speedup: ~Nx vs sequential
Dependency Graph
Task A ──→ Task D
Task B ──→ Task D
Task C (independent)
Task D ──→ Task F
Task E (independent)Dispatch Plan
| Batch | Tasks | Parallelism | Dependencies |
|---|---|---|---|
| 0 | A, B, C, E | 4 | None |
| 1 | D | 1 | A, B |
| 2 | F | 1 | D |
Per-Task Assignments
- Task A: [files], [description], [acceptance test]
- Task B: [files], [description], [acceptance test]
Integration Order
After all batches complete, integrate in order: [A, B, C, E] → D → F
© ash1794, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in plugins/vibe-engineering/skills/vibe-parallel-task-decomposition of ash1794/vibe-engineering.
Open the folder on GitHubat commit 8f1d71b
Compare with similar skills
Vibe Parallel Task Decomposition 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 |
|---|---|---|---|---|---|---|
| Vibe Parallel Task Decomposition this skillash1794/vibe-engineering | 163 | — | ~717 | Automated safety check: Pass | MIT | |
| MemPalace Task HandoffMemPalace/mempalace | 59k | — | ~1.9k | Automated safety check: Pass | MIT | |
| Planning And Task Breakdownabashev/vfs-s3 | 106 | 8 repos | ~1.9k | Automated safety check: Pass | Apache-2.0 | |
| Incremental Implementationaddyosmani/agent-skills | 103k | 1 repos | ~2.3k | Automated safety check: Pass | MIT | |
| ULW Plan Workflowcode-yeongyu/oh-my-openagent | 70k | — | ~3.9k | Automated safety check: Pass | Custom licence | |
| Implementation Plan Creatortailcallhq/forgecode | 7.6k | 1 repos | ~1.1k | Automated safety check: Pass | Apache-2.0 |
Similar skills
Planning And Task Breakdown
abashev/vfs-s3
Breaks work into ordered tasks. An agent skill from abashev/vfs-s3.
Incremental Implementation
addyosmani/agent-skills
Delivers a change in thin vertical slices, each implemented, tested, verified and committed before the next, using vertical, contract-first or risk-first slicing.
ULW Plan Workflow
code-yeongyu/oh-my-openagent
Explore-first planning that turns a vague or large request into one decision-complete work plan, written only after your approval and executed by a separate worker.
Implementation Plan Creator
tailcallhq/forgecode
Writes a structured Markdown implementation plan with checkbox tasks, verification criteria and risks, then checks it with a validation script; no code changes.
agtx One-Shot Project Runner
fynnfluegge/agtx
Runs a whole project unattended on an agtx kanban board, decomposing the goal, starting tasks, unblocking workers and merging each result.
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Related
Categories
Questions about Vibe Parallel Task Decomposition
What does Vibe Parallel Task Decomposition do?
Analyzes large tasks for independent subtasks that can be safely parallelized. Vibe Parallel Task Decomposition is an agent skill from ash1794/vibe-engineering. Analyzes large tasks for independent subtasks that can be safely parallelized.
When should I use Vibe Parallel Task Decomposition?
Vibe Parallel Task Decomposition fits situations like: A task has 5+ subtasks touching independent files; the user asks to speed up; parallelize the work.
How do I install Vibe Parallel Task Decomposition in Claude Code?
Run `npx skills add ash1794/vibe-engineering --skill vibe-parallel-task-decomposition -a claude-code`. Or copy the skill folder (plugins/vibe-engineering/skills/vibe-parallel-task-decomposition in ash1794/vibe-engineering) into .claude/skills/vibe-parallel-task-decomposition in your project. Claude Code loads it when a task matches its description.
How do I install Vibe Parallel Task Decomposition in Codex?
Run `npx skills add ash1794/vibe-engineering --skill vibe-parallel-task-decomposition -a codex`. Or copy the skill folder (plugins/vibe-engineering/skills/vibe-parallel-task-decomposition in ash1794/vibe-engineering) into .agents/skills/vibe-parallel-task-decomposition in your project. Codex loads it when a task matches its description.
Can I use Vibe Parallel Task Decomposition 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 ash1794/vibe-engineering --skill vibe-parallel-task-decomposition -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/vibe-parallel-task-decomposition, .gemini/skills/vibe-parallel-task-decomposition, .github/skills/vibe-parallel-task-decomposition and .opencode/skills/vibe-parallel-task-decomposition in your project.
What does Vibe Parallel Task Decomposition need to run?
SKILL.md names no scripts, command-line tools or credentials: Vibe Parallel Task Decomposition is instructions for the agent only.
Does Vibe Parallel Task Decomposition 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 Vibe Parallel Task Decomposition safe to install?
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.
What licence does Vibe Parallel Task Decomposition use?
Vibe Parallel Task Decomposition is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Vibe Parallel Task Decomposition use?
About 717 tokens (SKILL.md is roughly 2.9k 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 Vibe Parallel Task Decomposition?
Skills that share tags, products or a category with Vibe Parallel Task Decomposition: MemPalace Task Handoff (MemPalace/mempalace, 59k stars), Planning And Task Breakdown (abashev/vfs-s3, 106 stars), Incremental Implementation (addyosmani/agent-skills, 103k stars) and ULW Plan Workflow (code-yeongyu/oh-my-openagent, 70k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Vibe Parallel Task Decomposition?
ash1794 (a GitHub user) maintains it in ash1794/vibe-engineering, which has 163 GitHub stars. The repository holds 33 skills in this directory. The repository was last updated on October 7, 2026.
Source: ash1794/vibe-engineering on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.