Predict

Predict is an AI Engineering skill for Claude Code, published by ffroliva in gflow-cli.

173 stars47 forkson ffroliva/gflow-cliAdded 2026/09/08+24% in starsRepository updated 2026/09/07

agenticai-agentsclaude-codecligenerative-aigoogle-flowimage-to-videoimagenmcpmcp-serverpythontext-to-videoveovideo-generation

Install in seconds

Install Predict

Copy Predict 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/ffroliva/gflow-cli/tree/develop/skills/predict ~/.claude/skills/predict

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/ffroliva/gflow-cli.git

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

In this catalog

Source file: skills/predict/SKILL.md in ffroliva/gflow-cli
Installs to: ~/.claude/skills/predict
Collection: One of 18 skills cataloged from this repository
Category: AI Engineering — 3670 skills

What Predict does

Predict runs a five-persona pre-implementation review for gflow-cli proposals before coding starts. Use it for high-stakes changes like auth, transports, selectors, schema migrations, or CLI surface changes to get a GO, CAUTION, or STOP verdict.

Predict is cataloged under AI Engineering on DirSkills. Predict comes from a repository tagged agentic, ai-agents, claude-code, cli and generative-ai.

Documentation

README

Excerpt

`predict` — Pre-Implementation Multi-Persona Analysis

Structured pre-implementation review. Five expert personas assess the proposal independently, then debate, then converge on a verdict with a confidence score. Surfacing architectural, security, performance, and UX flaws before the first commit is the cheapest place to catch them.

When to invoke

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

Frequently asked about Predict

What else does ffroliva publish alongside Predict?
Predict is one of 18 skills that DirSkills catalogs from ffroliva/gflow-cli, the repository it ships in. Its siblings there include Changelog, Check and Documentation Review. Each one is a separate skill with its own page in this directory, installs the same way Predict does, and is maintained by ffroliva in that same repository. The rest of the collection is listed on the ffroliva/gflow-cli page.
How does Predict compare to other AI Engineering skills?
Predict ranks #3256 by stars among the 3670 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 Predict against them. Open each page to compare what they document and how they install.