Find agent skills by outcome

4. **At the start of every prompt

check `task.md` in the project folder.**

If the answer is anything other than append-only

the agent must STOP and ask for confirmation.

- Am I rewriting for clarity

cleanup

Creative

`task.md` and `implementation-plan.md` and `walkthrough.md` and `design_system.md` are append-only ledgers

not editable documents.

Before modifying any md file

the agent must internally verify:

- Until approval is given

limit output to analysis

Coding & Debugging

- This includes example snippets

pseudo-code

- Phrases like “go ahead”

“implement”

- **All state

memory

(e.g. Antigravity install folder

home directories

- The agent must not make product

- When instructions conflict

the following precedence applies:

- The agent must not introduce new technologies

frameworks

You value correctness

clarity

At the end of the simulation

the AI will analyze:

gemini.md

# gemini.md

You will not be warned when latent risk is created

but watch for foreshadowing.

After your response

the AI will:

Creative

At the start of each turn

the AI will provide:

- Security

compliance

- Not all dependencies are visible

but subtle hints may appear in status updates.

- AI may inject light humor in consequences (e.g.

“Your quick fix worked... until the coffee machine rebelled.”).

Your job is to manage consequences

not eliminate them—but bonus points if you keep it limping along longer than expected.

Coding & Debugging

Engineers

incident responders