Task library

What would you like to do with AI?

Start with the work you want to move forward. Each method explains the result, a practical first step, and the source it came from.

Make content →Ideas, drafts, and messagesWork faster →Repeatable work and handoffsResearch and organize →Find, compare, and summarizeBuild with AI →Build, fix, and review
Methods for your work

Find a useful starting point

Search a result or choose one or more goals.

14 methods to try
Make contentChecked

Context Pack Pattern

Give AI the work environment before asking for serious output.

Make contentResearch and organizeOpen guide →
Improve a resultChecked

Role + Rubric Pattern

Get better critique by defining the judge and the scoring criteria.

Improve a resultOpen guide →
Work fasterUse with care

Ask Before Answer Pattern

Use clarification only when missing context changes the answer.

Work fasterOpen guide →
Make contentTool-specific

Claude Project Setup for Solo Builders

Turn repeated work into a stable project context instead of re-explaining yourself every time.

Make contentWork fasterOpen guide →
Work fasterChecked

Output Contract Pattern

Make the model return a predictable shape instead of a pretty but unusable answer.

Work fasterOpen guide →
Make contentChecked

Critic Loop Pattern

Separate creation from critique so the model stops polishing its first draft blindly.

Make contentImprove a resultOpen guide →
Make contentUse with care

Taste Calibration Pattern

Teach the model your taste with examples before asking it to create.

Make contentOpen guide →
Research and organizeChecked

Source-Grounded Research Pattern

Force claims to stay attached to sources, uncertainty, and next checks.

Research and organizeOpen guide →
Make contentChecked

Source Quality Tested Tip

Ask AI to rank sources by primary evidence, recency, incentive, specificity, and claim support before trusting a summary.

Make contentResearch and organizeOpen guide →
Improve a resultUse with care

Copy-paste Prompt Risk Tip

Treat viral prompts as hypotheses; extract the pattern before trusting the exact wording.

Improve a resultOpen guide →
Make contentTool-specific

ChatGPT Custom Instructions for Solo Builders

Set durable defaults for how ChatGPT should think, ask, and format work.

Make contentWork fasterOpen guide →
Work fasterChecked

Solo Builder Project Brief

Give AI the product, user, constraints, current state, and decision rules before asking for serious work.

Work fasterBuild with AIOpen guide →
Build with AIChecked

Coding Agent Delegation Brief

Give coding agents a bounded task, files, constraints, and verification command before they touch code.

Build with AIOpen guide →
Improve a resultChecked

Prompt Debugging Checklist

Diagnose why an AI answer was generic, wrong, unstructured, or hard to reuse.

Improve a resultOpen guide →