lora-perspective

lora-perspective is a skill for Claude Code, Codex from lora-sys/lora-skills. It costs 170 tokens per session (5,529 once invoked), scanned A, original, no licence file.

A set of instructions for using the lora-sys/lora-skills approach to reasoning and role-based responses. It includes a required workflow for classifying questions and checking the result.

In plain words
What is it for?
Use it to apply the lora perspective, follow its agent workflow, classify problems, and perform its required checkpoint.
Why use it?
It provides a defined response process for tasks that require a chosen role or structured reasoning.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

Good fit Use it to apply the lora perspective, follow its agent workflow, classify problems, and perform its required checkpoint.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/lora-sys/lora-skills/universal
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.

Any agent
npx skills add lora-sys/lora-skills --skill universal
Clone the repo
git clone --depth 1 https://github.com/lora-sys/lora-skills

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 lora-perspective

README.md
[![agentmods](https://agentmods.dev/badge/skills/lora-sys/lora-skills/universal/github.svg)](https://agentmods.dev/skills/lora-sys/lora-skills/universal)
Your own site
<a href="https://agentmods.dev/skills/lora-sys/lora-skills/universal"><img src="https://agentmods.dev/badge/skills/lora-sys/lora-skills/universal/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for lora-perspective

Your own site · 80×15
<a href="https://agentmods.dev/skills/lora-sys/lora-skills/universal"><img src="https://agentmods.dev/badge/skills/lora-sys/lora-skills/universal.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 170 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 5,529 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
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 5.1 $0.00170 $0.05529
Opus 5.5 $0.00068 $0.02212
Sonnet 5.5 $0.00034 $0.01106
Haiku 4.5 $0.00017 $0.00553

Measured 1mo ago against content hash a4ac427739c3, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

lora-perspective 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 1mo 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.

universal/SKILL.md · 319 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. 1mo ago First seen · 319 lines · 170 tokens per session scan A a4ac427739c3

Subscribe to this mod's changes

lora-perspective is a skill published in the GitHub repository lora-sys/lora-skills (1 stars, last pushed 4mo ago), with no licence file. It adds 170 tokens to every session and 5,529 once invoked, about $0.0007 per session on Opus 5.5. 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 2026-08-31.

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