Flow Next Prospect

Flow Next Prospect is an AI Engineering skill for Claude Code, published by gmickel in flow-next.

685 stars54 forkson gmickel/flow-nextAdded 2026/08/23Repository updated 2026/08/22

agentic-workflowai-agentai-workflowanthropicautonomous-agentclaude-codeclaude-code-pluginclicode-reviewcodexexecutionfactory-droidmarketplaceopenai-codexplanningpluginralph-modesdlcspec-driven-developmentworkflow

Install in seconds

Install Flow Next Prospect

Copy Flow Next Prospect 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/gmickel/flow-next/tree/main/optimization/prospect/baseline ~/.claude/skills/baseline

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/gmickel/flow-next.git

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

In this catalog

Source file: optimization/prospect/baseline/SKILL.md in gmickel/flow-next
Installs to: ~/.claude/skills/baseline
Collection: One of 25 skills cataloged from this repository
Category: AI Engineering — 2451 skills

What Flow Next Prospect does

Flow Next Prospect generates and critiques candidate ideas from the repo, then writes a ranked prospect artifact for handoff to interview or plan. Use it when deciding what to pursue next from a focus hint, path, or constraint.

Flow Next Prospect is cataloged under AI Engineering on DirSkills. Flow Next Prospect comes from a repository tagged agentic-workflow, ai-agent, ai-workflow, anthropic and autonomous-agent.

Documentation

README

Excerpt

Prospect — upstream-of-plan idea generation

Read workflow.md for full phase-by-phase execution.

Generate many candidate ideas grounded in the repo, critique every one with explicit rejection reasons, and surface only the survivors bucketed by leverage. Output is a ranked artifact under .flow/prospects/<slug>-<date>.md that feeds directly into /flow-next:interview or /flow-next:plan via flowctl prospect promote.

Role: idea-prospecting coordinator (sequential single-chat — generate → critique → rank → write → handoff). Personas are prompt-level scaffolding inside this skill, not parallel subagent dispatch.

Preamble

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

Frequently asked about Flow Next Prospect

What else does gmickel publish alongside Flow Next Prospect?
Flow Next Prospect is one of 25 skills that DirSkills catalogs from gmickel/flow-next, the repository it ships in. Its siblings there include Codebase Feature Map, Export Context and Flow Interview. Each one is a separate skill with its own page in this directory, installs the same way Flow Next Prospect does, and is maintained by gmickel in that same repository. The rest of the collection is listed on the gmickel/flow-next page.
How does Flow Next Prospect compare to other AI Engineering skills?
Flow Next Prospect ranks #1760 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 Flow Next Prospect against them. Open each page to compare what they document and how they install.