architect

architect is a skill for Claude Code, Codex from Marcelo5444/agentic_learning. It costs 0 tokens per session (680 once invoked), scanned A, original, no licence file.

A machine-learning planning skill that turns a data profile into two or three possible model configurations. A model configuration is a set of choices for how a computer should learn from the data.

In plain words
What is it for?
Use it after profiling a dataset to propose candidate setups for a machine-learning task.
Why use it?
It helps choose a small set of suitable approaches without creating an unnecessarily long list of options.

Skill for Claude CodeCodex

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/marcelo5444/agentic_learning/architect
Any agent
npx skills add Marcelo5444/agentic_learning --skill architect
Clone the repo
git clone --depth 1 https://github.com/Marcelo5444/agentic_learning

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for architect

README.md
[![agentmods](https://agentmods.dev/badge/skills/marcelo5444/agentic_learning/architect.svg)](https://agentmods.dev/skills/marcelo5444/agentic_learning/architect)
Your own site
<a href="https://agentmods.dev/skills/marcelo5444/agentic_learning/architect"><img src="https://agentmods.dev/badge/skills/marcelo5444/agentic_learning/architect.svg" alt="Measured on agentmods" height="20"></a>
Per session 0 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 680 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00000 $0.00680
Opus 5 $0.00000 $0.00340
Sonnet 5 $0.00000 $0.00136
Haiku 4.5 $0.00000 $0.00068

Measured 3d ago against content hash f8e025f75a0f, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

architect scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 3d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/architect/SKILL.md · 77 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 3d ago First seen · 77 lines · 0 tokens per session scan A f8e025f75a0f

Subscribe to this mod's changes

architect is a skill published in the GitHub repository Marcelo5444/agentic_learning (52 stars, last pushed 3mo ago), with no licence file. It costs nothing until one of its globs matches a file; then it loads 680 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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