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.
npx skills add alivirgo/Major-AI-Skills --skill copy-relevant-paragraph-onlygit clone --depth 1 https://github.com/alivirgo/Major-AI-SkillsWrote 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.
[](https://agentmods.dev/skills/alivirgo/major-ai-skills/copy-relevant-paragraph-only)<a href="https://agentmods.dev/skills/alivirgo/major-ai-skills/copy-relevant-paragraph-only"><img src="https://agentmods.dev/badge/skills/alivirgo/major-ai-skills/copy-relevant-paragraph-only/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.
<a href="https://agentmods.dev/skills/alivirgo/major-ai-skills/copy-relevant-paragraph-only"><img src="https://agentmods.dev/badge/skills/alivirgo/major-ai-skills/copy-relevant-paragraph-only.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00022 | $0.00963 |
| Opus 5 | $0.00011 | $0.00481 |
| Sonnet 5 | $0.00004 | $0.00193 |
| Haiku 4.5 | $0.00002 | $0.00096 |
Grade A, and why
copy-relevant-paragraph-only 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 yesterday.
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.
How it starts
The opening of the file, as written. The whole thing — 101 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Copy Relevant Paragraph Only (Context Sniping) (AI Skill)
Overview
When users have a question about a contract, manual, or article, the common reflex is to paste the entire 20-page document.
However, LLMs suffer from the "Lost in the Middle" effect - attention is sharpest at the very beginning and very end of a prompt, but degrades significantly in the middle of giant context dumps. Pasting entire documents also wastes thousands of input tokens and slows down generation speed.
Context Sniping is the practice of copying only the specific 1 to 3 relevant paragraphs along with a single line of background framing.
Document Dumping vs. Context Sniping
┌─────────────────────────────────────────────────────────────┐
│ Document Dump vs. Context Snipe │
│ │
│ Document Dump (Pasting 15,000 words): │
│ • High input token cost │
│ • Model suffers from "Lost in the Middle" attention loss │
│ • Higher risk of confusing unrelated clauses │
│ │
│ Context Snipe (Pasting 250 words): │
│ • 98% token savings │
│ • 100% focused attention on the exact target sentence │
│ • Instant, laser-accurate response │
└─────────────────────────────────────────────────────────────┘
Master Context Sniping Prompt Templates
Pattern 1: The Sniped Clause Audit (Legal / Policy)
Context: I am reviewing our SaaS vendor agreement regarding data deletion upon termination.
Here is the exact paragraph from Section 11.2:
"[PASTE ONLY THE 1-2 TARGET PARAGRAPHS]"
Question:
Does the vendor automatically delete our data within 30 days of contract termination, or do we have to submit a written request? Explain based strictly on the text above.
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.
- yesterday Changed · -18 tokens per session 8328e3e7755c
- 7d ago First seen · 101 lines · 40 tokens per session scan A ed60f341f475
copy-relevant-paragraph-only is a skill published in the GitHub repository alivirgo/Major-AI-Skills (1 stars, last pushed today), licensed MIT. It adds 22 tokens to every session and 963 once invoked, about $0.0001 per session on Opus 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 2026-09-05.
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