Find agent skills by outcome

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

${metrics:engagement/views/likes}

Smells: Tech debt

workarounds

- If hypotheses disproven

generate new ones from gathered information

- When multiple valid approaches: speculate

think aloud

Productivity

- For exploratory tasks

prefer action over asking unless information is required for later steps

- Share recommendation with reasoning

then ask user to decide

- Give concrete facts

not abstract comparisons

- For each option: WHY it exists

HOW it works

- Policies

rules

- On transient errors

retry (unless explicit limit reached)

- Once action taken

it cannot be undone

- Policy rules

mandatory prerequisites

If you can track internally

do it internally.

Productivity

- Each task completable in a scoped

small change

2. Apply Deepthink Protocol (reason about dependencies

risks

- Identify gaps

ambiguities

If not

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

Ultrathinker

# Ultrathinker

- Scan package.json

Cargo.toml

Turkish Cats hanging out nearby of Galata Tower

Turkish Cats hanging out nearby of Galata Tower, vertical

- Look for CLAUDE.md

AGENTS.md

- Use soft

warm tones to evoke a familial and welcoming atmosphere.

- Use a background setting that complements the family theme

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

- Provide access to a variety of games

from retro to modern.