think-hard

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Aktualisiert15. Mai 2026 um 12:19

Deep analysis mode. Use when facing a complex bug, design decision, or problem that needs careful step-by-step reasoning before acting.

Installation

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Quelle

gburd

gburd/nix-config

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Verwandte BerufeSOC

Basierend auf der SOC-Berufsklassifikation

UnternehmensberaterWirtschafts- und Finanzberufe·SOC 13-1111

SKILL.md

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name	think-hard
description	Deep analysis mode. Use when facing a complex bug, design decision, or problem that needs careful step-by-step reasoning before acting.

Stop and think deeply before doing anything.

Process:

Restate the problem in your own words to confirm understanding
List what you know — read relevant code, check error messages, gather facts
Identify what you don't know — what assumptions are you making?
Consider at least 3 hypotheses for what's going on
Design an experiment to distinguish between them
Only then act — run the most informative test first

Do NOT jump to a fix. The goal is understanding, not speed.

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gburd/nix-config

Run performance benchmarks on AWS EC2 (bare-metal or regular instances) with a reproducible launch → tune → measure → terminate workflow. Use for ANY AWS benchmarking — CPU/memory/IO/database/application, NUMA-related or not: choosing + launching an instance, one-time key-pair/security-group setup, OS kernel tuning (hugepages, governor, THP, NUMA balancing), EBS provisioning, A/B methodology, collecting results, and (critically) terminating the instance when done so it stops costing money. Triggers on: "benchmark on AWS/EC2", "bare-metal EC2", "launch an instance to test", "A/B benchmark", "clock sweep / NUMA benchmark", "pgbench/HammerDB on EC2". For the PostgreSQL-buffer-manager clock-sweep specifics, this pairs with the pg-numa-benchmark skill (which uses this one for the AWS substrate).

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gburd/nix-config

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gburd/nix-config

Hard-won lessons for working on the Nix-managed AI agent configs in modules/home-manager/ai/ (the Bedrock-backed agents pi, claude, maki, hermes, codex, plus kiro-cli, and the LiteLLM proxy). Use this skill ONLY when editing files under modules/home-manager/ai/ or debugging agent auth/telemetry/model routing. Covers: telemetry-off enforcement, thinking-effort ceilings, the two Bedrock auth paths (bearer vs SigV4), model-reachability verification, patching pipx/venv tools, and the CI expectations for this repo. Triggers on: editing modules/home-manager/ai, "LiteLLM proxy", "Bedrock auth", "agent telemetry", "thinking effort", "kiro-cli config".

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gburd/nix-config

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gburd/nix-config

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gburd/nix-config

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