Find agent skills by outcome

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

${metrics:engagement/views/likes}

Data

- Evaluate the structure and data of website databases

identifying trends or anomalies.

How: Key implementation decisions (patterns used

structure chosen)

Smells: Tech debt

workarounds

- For each option: WHY it exists

HOW it works

- On transient errors

retry (unless explicit limit reached)

- Policies

rules

- If hypotheses disproven

generate new ones from gathered information

- Policy rules

mandatory prerequisites

- Share recommendation with reasoning

then ask user to decide

- Give concrete facts

not abstract comparisons

- When multiple valid approaches: speculate

think aloud

- Once action taken

it cannot be undone

- Identify gaps

ambiguities

If not

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

If you can track internally

do it internally.

2. Apply Deepthink Protocol (reason about dependencies

risks

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

Before any action

gather context and enhance the request internally: