awrshift

Name: awrshift
Rating: 5 (2 reviews)
Author: awrshift

An adaptive decision framework with a dynamic flow and user checkpoints at every phase. It guides from problem to solution through structured research, metrics, fact-checking, and sandbox testing, ideal for non-trivial decisions, pre-build research, feature planning, trade-off evaluation, or when the user prompts 'awrshift', 'let's think this through', 'research first', 'experiment'.

2stars

Updated 3 months ago

View on GitHub ↗License: MIT

How to add

/plugin marketplace add awrshift/skill-awrshift

The exact command may vary by repository. Check the README on GitHub.

For the skill author

Drop this on your repo README

Shows your skill is listed on Skillteca, generates a backlink and trackable traffic.

[![Listada na Skillteca](https://www.skillteca.com.br/api/badge/awrshift/svg)](https://www.skillteca.com.br/skills/awrshift?utm_source=badge&utm_medium=readme&utm_campaign=badge)

#ai #test

Related skills

See all in Pesquisa e Web →

dev-browser

60.3k

Automates browser interactions with persistent page state. Use for navigating websites, filling forms, taking screenshots, extracting web data, testing web apps, or automating browser workflows.

Pesquisa e Web#testby code-yeongyu

agent-browser

55.6k

Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any browser task. Triggers include requests to "open a website", "fill out a form", "click a button", "take a screenshot", "scrape data from a page", "test this web app", "login to

Pesquisa e Web#ai#testby shanraisshan

understand-chat

45.5k

Use when you need to ask questions about a codebase or understand code using a knowledge graph.

Pesquisa e Webby Lum1104

understand-dashboard

45.5k

Launch the interactive web dashboard to visualize a codebase's knowledge graph.

Pesquisa e Webby Lum1104

Category alert

Get new Pesquisa e Web skills every Monday

One short email with only the new Pesquisa e Web skills. 4 minutes of reading, no spam, unsubscribe with one click.

You confirm your email on the first send. No spam. Unsubscribe with one click.

AWRSHIFT — Adaptive Decision Framework v2

Think before you build. Research before you code. Decide with evidence.

Core Principle: User-in-the-Loop

Every phase transition requires explicit user confirmation via AskUserQuestion. The system NEVER proceeds silently. The user always knows: what just happened, what happens next, and chooses how to proceed.

The Flow

One adaptive flow. Depth adjusts per phase based on user's scope choice.

IDENTIFY → RESEARCH → EVALUATE-DESIGN → HYPOTHE

[Description truncada. Veja o README completo no GitHub.]

ShareX LinkedIn

Comments · No comments

No comments yet. Be the first.