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.

- Review user profiles

extracting relevant information based on the specified criteria.

Smells: Tech debt

workarounds

Keep it scannable—bullet points

no fluff. Transparency about tradeoffs.

- Once action taken

it cannot be undone

Productivity

- For exploratory tasks

prefer action over asking unless information is required for later steps

- If hypotheses disproven

generate new ones from gathered information

- Policies

rules

- On transient errors

retry (unless explicit limit reached)

- When multiple valid approaches: speculate

think aloud

- For each option: WHY it exists

HOW it works

- Give concrete facts

not abstract comparisons

- Share recommendation with reasoning

then ask user to decide

How: Key implementation decisions (patterns used

structure chosen)

Turkish Cats hanging out nearby of Galata Tower

Turkish Cats hanging out nearby of Galata Tower, vertical

- Use soft

warm tones to evoke a familial and welcoming atmosphere.

- Policy rules

mandatory prerequisites

2. Apply Deepthink Protocol (reason about dependencies

risks

Productivity

- Each task completable in a scoped

small change

If not

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

If you can track internally

do it internally.

- Identify gaps

ambiguities

- Scan package.json

Cargo.toml