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AI EngineeringPython

Generate

by anombyte93

Generate is an AI Engineering skill for Claude Code, published by anombyte93 in prd-taskmaster.

591 stars58 forkson anombyte93/prd-taskmasterAdded 2026/08/25+1% in starsRepository updated 2026/08/14
agentsai-developmentclaude-codeclaude-skillsmcpprdproduct-managementproduct-requirementsrequirements-engineeringtaskmaster
Install in seconds
Install Generate
Copy Generate into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.
terminal
npx degit https://github.com/anombyte93/prd-taskmaster/tree/main/skills/generate ~/.claude/skills/generate

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/anombyte93/prd-taskmaster.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file
skills/generate/SKILL.md in anombyte93/prd-taskmaster
Installs to
~/.claude/skills/generate
Collection
One of 11 skills cataloged from this repository
Category
AI Engineering2451 skills

What Generate does

Generate writes a PRD spec from discovery answers, validates it for missing placeholders, and parses it into tasks. It is used in the second phase of prd-taskmaster before handoff to later phases.

Generate is cataloged under AI Engineering on DirSkills. Generate comes from a repository tagged agents, ai-development, claude-code, claude-skills and mcp.

Documentation

README

Phase 2: Generate

Declarative phase skill. Invoked by the prd-taskmaster orchestrator when current_phase is GENERATE. Never called directly by a user.

The one rule: generate the spec, validate it catches placeholders, parse it into tasks, expand every task into subtasks. Quality over speed.

Entry gate

  1. Call mcp__plugin_prd_go__check_gate(phase="GENERATE", evidence={}) for diagnostics.

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Generate

  • What else does anombyte93 publish alongside Generate?

    Generate is one of 11 skills that DirSkills catalogs from anombyte93/prd-taskmaster, the repository it ships in. Its siblings there include Atlas, Customise Workflow and Discover. Each one is a separate skill with its own page in this directory, installs the same way Generate does, and is maintained by anombyte93 in that same repository. The rest of the collection is listed on the anombyte93/prd-taskmaster page.

  • How does Generate compare to other AI Engineering skills?

    Generate ranks #1966 by stars among the 2451 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Generate against them. Open each page to compare what they document and how they install.

More from anombyte93/prd-taskmaster

Generate is one of 11 skills cataloged on DirSkills from anombyte93/prd-taskmaster.

See all 11 skills
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6d ago

Atlas

Atlas turns a goal into a validated PRD and an executable, verified task graph by handing off to the go orchestrator. Use it when a user asks to build something or requests a PRD-driven workflow.
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Customise Workflow

Customise Workflow asks curated questions to update prd-taskmaster preferences in .atlas-ai/config/atlas.json. Use it to change phase gates, validation strictness, provider defaults, execution mode, and template choice.
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🧭
6d ago

Discover

Discover runs the first phase of the prd-taskmaster pipeline to capture goals, constraints, and scale before spec generation. It supports interactive brainstorming or autonomous self-discovery, then hands off to GENERATE.
AI Engineering
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🏎️
6d ago

Execute Fleet

Execute Fleet runs approved Atlas Fleet tasks across isolated worktrees with inbox-based coordination, CDD card verification, sequential integration merges, and one final PR. Use it when a HANDOFF selects Fleet execution for a committed base branch.
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Execute Task

Execute Task runs the next TaskMaster item through implementation and CDD verification until tasks are complete. It is used for autonomous task execution with plan matching, subagent dispatch, status updates, and evidence checks.
Automation
59158
🔎
6d ago

Expand Tasks

Expand Tasks researches TaskMaster tasks before implementation by reading tasks.json, spawning parallel research agents in waves, and writing findings back. Use it after PRD parsing and before coding starts.
AI Engineering
59158