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Skills

A collection of skills I built. Some are part of the LLAssemblyCLI workflow, some work standalone.

Status labels

Every skill carries one of three statuses:

Status Meaning
draft First version. Not well tested — no evals run against it yet.
in-use Ready to use day to day, but has not gone through the evaluation process.
stable Passed the evaluation process.

The end goal is for every skill to go through multiple rounds of evals.

Available skills

Skill Description Blog post Skill/Workflow Status
prompt-confusion-table Reads the reasoning traces of a run and builds a confusion table: every row pins an exact phrase of the prompt, skill, rule file, tool description or agent definition to the reasoning quote where it cost the model attention, typed and split into artifact-caused and task-caused. Mining Qwen3.8 reasoning trace for prompt/skill evaluation SKILL in-use

About LLAssemblyCLI

LLAssemblyCLI is a skill for agent orchestration: it takes a control-flow plan — a Mermaid diagram, Python, pydantic-monty or assembly DSL — and walks it deterministically, spawning one sub-agent per node, so branches, retries and loops are decided by the plan instead of improvised by a model each turn. Skills marked true in the table above carry such a plan inside their SKILL.md, which LLAssemblyCLI runs exactly as defined in any dev tool — OpenCode, Claude Code, Codex, Pi or Claude Dynamic Workflows.

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A collection of skills I built.

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