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AI EngineeringPython

Discover

by anombyte93

Discover 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 Discover
Copy Discover 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/discover ~/.claude/skills/discover

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

What Discover does

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.

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

Documentation

README

Phase 1: Discover

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

The one rule: invoke superpowers:brainstorming for discovery, intercept before it chains to writing-plans — we control the exit, not the brainstorm skill.

Entry gate

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

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

Commands Discover provides

Slash commands named in this skill’s SKILL.md, listed in the order they first appear.

  • /pentest-wtf
  • /ralph-loop

Frequently asked about Discover

  • What else does anombyte93 publish alongside Discover?

    Discover 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 Execute Fleet. Each one is a separate skill with its own page in this directory, installs the same way Discover 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 Discover compare to other AI Engineering skills?

    Discover ranks #1964 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 Discover against them. Open each page to compare what they document and how they install.

More from anombyte93/prd-taskmaster

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

See all 11 skills
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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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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.
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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
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🧩
6d ago

Generate

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.
AI Engineering
59158