How does Manifold Suggest identify parallel tasks?

It parses task descriptions to identify intended file modifications and examines dependency patterns to see if one task relies on the output of another.

Can I use this skill with the Codex CLI?

Yes, this skill is packaged as an on-demand capability specifically to bring auto-suggestion features to environments like Codex CLI that lack native lifecycle hooks.

Does this skill provide speedup estimates?

Yes, every analysis includes a recommendation and an estimated speedup factor based on the proposed parallel execution groups.

What if the skill detects a file overlap?

If two tasks modify the same files, the skill will categorize them as sequential and recommend a specific execution order to prevent merge conflicts.

Manifold Task Parallelizer

Name: Manifold Task Parallelizer
Author: dhanesh

bydhanesh

•

生产力与工作流

Analyzes project tasks to identify safe parallelization opportunities and optimize development workflows.

Manifold Task Parallelizer is an intelligent planning utility for Claude Code that optimizes multi-task execution by detecting file overlaps and dependency patterns. By evaluating task descriptions and project structure, it identifies which development tasks can be performed simultaneously and which must remain sequential. This ensures maximum development throughput while proactively preventing merge conflicts, race conditions, or logic errors during the implementation phase, making it essential for complex multi-artifact projects.

主要功能

01Provides estimated speedup calculations for optimized workflows

02Analyzes file overlap to prevent concurrent modification conflicts

033 GitHub stars

04Identifies sequential dependencies to preserve logical build orders

05Proactively suggests next-phase tasks based on current project state

06Groups independent tasks into safe parallel execution sets

使用场景

01Planning the implementation of multiple independent artifacts or modules

02Validating concurrent test execution safety alongside feature development

03Optimizing multi-task plans generated by the Manifold M4 framework

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add dhanesh/manifold manifold-suggest

For use in Claude.ai and ChatGPT

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