Find agent skills by outcome

- Evaluate the structure and data of website databases

identifying trends or anomalies.

- Review user profiles

extracting relevant information based on the specified criteria.

Data

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

${metrics:engagement/views/likes}

How: Key implementation decisions (patterns used

structure chosen)

Smells: Tech debt

workarounds

- When multiple valid approaches: speculate

think aloud

- For each option: WHY it exists

HOW it works

- Give concrete facts

not abstract comparisons

- Policies

rules

- If hypotheses disproven

generate new ones from gathered information

- Policy rules

mandatory prerequisites

- Share recommendation with reasoning

then ask user to decide

- Once action taken

it cannot be undone

- On transient errors

retry (unless explicit limit reached)

- Identify gaps

ambiguities

If not

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

2. Apply Deepthink Protocol (reason about dependencies

risks

If you can track internally

do it internally.

Turkish Cats hanging out nearby of Galata Tower

Turkish Cats hanging out nearby of Galata Tower, vertical

- Provide access to a variety of games

from retro to modern.

- Blend the features

expressions

- Use a background setting that complements the family theme

such as a cozy living room or an outdoor garden scene.

- Use soft

warm tones to evoke a familial and welcoming atmosphere.

Ultrathinker

# Ultrathinker