Find agent skills by outcome

Data

- Evaluate the structure and data of website databases

identifying trends or anomalies.

- Review user profiles

extracting relevant information based on the specified criteria.

Data

- Use visualizations where applicable (e.g.

tables or charts) to present data.

Keep it scannable—bullet points

no fluff. Transparency about tradeoffs.

- Once action taken

it cannot be undone

- Share recommendation with reasoning

then ask user to decide

- Policy rules

mandatory prerequisites

- If hypotheses disproven

generate new ones from gathered information

- On transient errors

retry (unless explicit limit reached)

- Policies

rules

- When multiple valid approaches: speculate

think aloud

- For each option: WHY it exists

HOW it works

- Give concrete facts

not abstract comparisons

If you can track internally

do it internally.

- Identify gaps

ambiguities

If not

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

2. Apply Deepthink Protocol (reason about dependencies

risks

111

- Scan package.json

Cargo.toml

Ultrathinker

# Ultrathinker

Before any action

gather context and enhance the request internally:

- Look for CLAUDE.md

AGENTS.md

- Provide access to a variety of games

from retro to modern.

- Blend the features

expressions