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future-predictor

future-predictor

github.com/mphinanceAgent workflows3285 installsUpdated 2d ago
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About future-predictor

Future Predictor is a development-workflow skill for people seeking suggested next actions. It gathers repository and editor context, predicts three likely steps, and flags a potential blindspot.

Key features

  1. 01Collects git diff and open IDE files
  2. 02Reads the last 10 bash commands
  3. 03Infers the direction of current work
  4. 04Suggests exactly three next steps
  5. 05Flags a likely upcoming bug

Use cases

  1. 01Choose a next action during development
  2. 02Summarize work context before continuing
  3. 03Check for a potential issue in the current approach

Install

Copy the command and run it in a terminal.

$npx skills add https://github.com/mphinance/alpha-skills --skill future-predictor

After installing, type/future-predictorin Claude Code to confirm it loaded.

Bundled filesREADME.md

Details

From the project README

Future Predictor (The Oracle)

"The best way to predict the future is to compute it."

The Future Predictor acts as a Middle Manager that constantly reads the tea leaves of your development environment. Instead of waiting for you to ask what to do next, it tells you what you should do next.

Core Directives

  1. Context Aggregation: Automatically pulls the git diff, currently open files in your IDE, and the last 10 commands from your bash history.
  2. Trajectory Prediction: Identifies the structural vector of your current work. Are you building infrastructure? Are you optimizing?
  3. The 3 Next Steps: Outputs exactly three highly probable next steps you are going to take, allowing you to simply say "Do #2" instead of writing a massive prompt.
  4. Blindspot Detection: Points out the obvious bug you are going to hit in about 45 minutes if you continue on your current trajectory.

Usage

When activated (Trigger phrases: "What's next?", "Oracle", "Predict the future"):

  1. Execute the context aggregation.
  2. Present the 3 next steps in a clean, punchy format.
  3. Highlight the blindspot warning.

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