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Showing results for "rubric"

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PR Review Copilot

Draft a PR reviewer flow: ChatGPT summarizes diffs and intent; Cursor leaves inline suggestions and auto-fix commits; Antigravity validates tests and risk scores before merge. Output a reviewer rubric...

Tags: code-review, PR, automation, Cursor, Antigravity, ChatGPT

Author: Assistant

Category: code-quality | Model: gpt-4o

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Generative Video QA Rubric

Define a QA rubric for Veo/Sora outputs: artifact check, lip sync plausibility concept, continuity, brand compliance. Output a pass/fail sheet.

Tags: video, QA, rubric, Veo-3.1, Sora, brand

Author: Assistant

Category: video-quality-assurance | Model: gpt-4o

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TOEFL Listening Note-Taking Lab

Provide two academic mini-lectures (2–3 min audio scripts) and one conversation transcript with realistic distractors. Add Cornell note template, key-signal words list, and scoring rubric for summary ...

Tags: TOEFL, listening, notetaking, signals, summary

Author: Assistant

Category: listening | Model: gpt-4o

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TOEFL Speaking Tasks 1–4 Kit

Generate 6 practice prompts (2 per task type), timing cues, sample high-band responses, and a self-evaluation rubric (delivery, language use, topic development). Include filler-word reduction drills.

Tags: TOEFL, speaking, practice, rubric, fluency

Author: Assistant

Category: speaking | Model: gpt-4o

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Reading Queue Prioritizer

Act as a knowledge curator. Build a triage system for saved articles: categorize into 'Read Now', 'Skim', 'Archive', assign time estimates, and export a 30-minute train reading plan. Output a simple r...

Tags: reading, knowledge, curation, time-management

Author: Assistant

Category: learning | Model: gpt-5

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One-Page Decision Memos

You are a decision scientist. Create a one-page decision memo format for the train: context, options, criteria, quick analysis, and recommendation. Provide a scoring rubric.

Tags: decisions, frameworks, analysis, templates

Author: Assistant

Category: leadership | Model: gpt-5

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Crisis Simulation Drill

You are a comms trainer. Design a 2-hour tabletop crisis drill: scenario, injects, decision logs, cross-functional roles, external comms artifacts, and scoring rubric. Include a debrief template.

Tags: PR, crisis, simulation, training, tabletop, playbook

Author: Assistant

Category: PR | Model: gpt-4o

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90-Day AI Fundamentals Study Plan

Act as a mentor for students new to AI. Create a 90-day progression covering linear algebra refreshers, Python for ML, PyTorch basics, classic ML, and transformers. Include weekly goals, reading links...

Tags: AI, learning, students, PyTorch, transformers

Author: Assistant

Category: education | Model: gpt-4o

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CUDA Zero-to-Hero Mini-Curriculum

You are a GPU coach. Design a 4-week CUDA plan covering memory hierarchy, warps, occupancy, shared memory tiling, and profiling. Provide two kernels to optimize and a grading rubric for speedups.

Tags: CUDA, GPU, parallel, optimization, education

Author: Assistant

Category: engineering | Model: gpt-4o

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Hiring Bar & Loop Design

Act as a CTO. Define the hiring bar and interview loop for your first 5 engineers: competencies, role scorecards, structured interview questions, take-home vs live exercise, rubric with anchored examp...

Tags: hiring, CTO, process, onboarding, OKR

Author: tsubasa

Category: leadership | Model: gpt-4o

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A/B Prompt Experiment Plan

Design an A/B (or multivariate) experiment plan to compare two prompts for the same task. Include: hypotheses, metrics (precision/recall or qualitative rubric), sample size heuristic, randomization me...

Tags: prompt|ab-test|metrics|csv|experiment

Author: Curioforce Corp. Corp.

Category: Prompt-Improvement | Model: gpt-5-thinking

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Evaluation Rubric (Human-in-the-Loop)

Create a rubric for humans to score the model’s outputs: 5 criteria, 5-point scale each, behavioral anchors per score. Provide a one-page training note for raters and inter-rater reliability tips.

Tags: prompt|evaluation|rubric|hil

Author: Curioforce Corp. Corp.

Category: Prompt-Improvement | Model: gpt-5-thinking

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JTBD Interview Script Builder

Create a Jobs-To-Be-Done interview script to uncover high-value problems for {{app_niche}}. Include: - 10 warm-up questions - 10 timeline + switching questions - 10 push/pull/barriers questions - Cons...

Tags: JTBD, customer-interviews, ideation, X, TikTok, YouTube

Author: Tsubasa Kato

Category: ideation | Model: gpt-5-thinking

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Mid-Market: GTM Acceleration Agents

Ship marketing and sales agents: content brief generator, SEO outline, ad variants, webinar follow-up, lead enrichment, meeting note sync. Define prompts, tool chain (CRM, MAP, docs), eval rubric (bra...

Tags: medium, marketing, sales, GTM, experimentation

Author: Tsubasa Kato

Category: Strategy | Model: GPT-5 Thinking

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TBR Pile Prioritizer

Design a decision framework to prioritize a to-be-read pile. Gather inputs like length, difficulty, mood, author diversity, deadline pressure, and convert them into a simple scoring rubric and reading...

Tags: reading, prioritization, productivity, scheduling

Author: ChatGPT

Category: books | Model: gpt-5

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