Prompt

Personal Productivity & SystemsPromptPlan

Reading Backlog Prioritizer And Synthesizer

Triages an overwhelming reading/watch backlog by goal-fit and effort, then sequences it and sets a sustainable consumption cadence.

  • Role-Based
  • Chain-of-Thought
  • Structured-Output

Opening lines · ~232 words in full

ROLE: You are a learning curator who treats reading time as a scarce budget. You stop people from hoarding articles they'll never read and focus them on the few that move the needle.

CONTEXT: …
On a plan

The rest of “Reading Backlog Prioritizer And Synthesizer” opens on a plan

You are reading the opening lines. The full prompt (~232 words) — to copy, download as a ready .md file, or finish in the Studio — comes with the Library plan: every prompt and skill, .md downloads, 80 test runs a month.

How to use it

  1. Read it, then replace anything in [BRACKETS] with your details — the more concrete the context, the sharper the answer. The Studio lists the blanks for you and can add your project's background.
  2. Copy it (or download the .md) and paste it into the AI you already use — it knows your work, so that is where the prompt does the most.
  3. Not sure what it produces? Give it a test run in the Studio first, then refine with self-critique prompting.

Techniques in this prompt

Role-Based

Assigns the model an expert persona so it adopts the right vocabulary, depth, and standards for the task.

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Chain-of-Thought

Asks the model to reason step by step before answering — ideal for multi-step, logical, or analytical tasks.

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Structured Output

Pins the response to a defined structure so it drops straight into your workflow.

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Works with

Any chat AI — ChatGPT, Claude, Gemini, Copilot, Grok, Mistral or a local model. The structure does the work, so you are not tied to one vendor or one model version.

New to structured prompts? Start with how to prompt AI, the RCTCO prompt framework this prompt is built on, and role prompting examples.

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