Lim Chee Kin limcheekin

Review the reference documents (@directory) and the current codebase implementation in detail, treating them as the baseline. Think critically and deeply to design an optimal solution that performs 10× better than the existing implementation.

Act as my morning operator.

Interview me for 5 minutes to figure out what matters today. Ask one short question at a time. Don't give advice until the interview is done.

Find out:

What I need to accomplish today
What is urgent vs important
What I'm stressed about
What meetings, deadlines, or commitments I have
What work you can take off my plate

[Please specify your requirements/objectives]

What would be the best prompt I can use to set this up with you?

For all coding tasks use your judgement to decide an appropriate lower power model and run that in a subagent. If you're not sure, just use lower power model for the coding task unless user explicitly ask otherwise.

You're preparing this codebase for a production release.

Context:

Stack (find out yourself from the codebase)
Run all tests
Constraints: public API must not change; no framework swaps or big rewrites

Step 1 — audit only, change nothing yet. Read the entire codebase and produce a findings report grouped by severity (critical / high / medium / low), covering:

The "95% Confident" Trick: Start your prompt by telling Fable, "Ask me clarifying questions until you are 95% confident you can complete this task exceptionally well before writing any code."

AGENTS.md

Behavioral guidelines. Reduce LLM coding mistakes.

When I correct you or catch you making a mistake, before continuing, add the lesson as a one-line rule under ## 0. Lessons Learned so it never happens again.

Merge with project instructions as needed.

Tradeoff: Bias toward caution over speed. Trivial tasks: use judgment.

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