Find agent skills by outcome

- Evaluate the structure and data of website databases

identifying trends or anomalies.

PromptBeginner5 minmarkdownQuality: 24

Data

1. Accept parameters such as ${platform:YouTube/Database/Profile}

${metrics:engagement/views/likes}

Smells: Tech debt

workarounds

- Review user profiles

extracting relevant information based on the specified criteria.

- Give concrete facts

not abstract comparisons

How: Key implementation decisions (patterns used

structure chosen)

- On transient errors

retry (unless explicit limit reached)

- Once action taken

it cannot be undone

- If hypotheses disproven

generate new ones from gathered information

- When multiple valid approaches: speculate

think aloud

- Share recommendation with reasoning

then ask user to decide

- For each option: WHY it exists

HOW it works

- Policies

rules

If you can track internally

do it internally.

- Identify gaps

ambiguities

Ultrathinker

- Check for .claude/ folder (agents

commands

If not

create todos.txt at project root—update as you go

2. Apply Deepthink Protocol (reason about dependencies

risks

Before any action

gather context and enhance the request internally:

- Look for CLAUDE.md

AGENTS.md

- Policy rules

mandatory prerequisites

- Scan package.json

Cargo.toml

PromptBeginner5 minmarkdownQuality: 24

Turkish Cats hanging out nearby of Galata Tower

Turkish Cats hanging out nearby of Galata Tower, vertical