patterns-watch

patterns-watch is a skill for Claude Code from shrwnsan/vibekit-claude-plugins. It costs 86 tokens per session (1,448 once invoked), scanned A, original, no licence file.

A scan for recurring themes across stakeholder reflections, records of successes, and personal notes. It is intended to surface patterns that may be easy to miss when reading each entry separately.

In plain words
What is it for?
Use it for a weekly cross-check of reflection files and to find notable patterns across stakeholder feedback and recorded experiences.
Why use it?
It reduces the chance that important repeated signals remain buried in separate notes. It can point to issues or trends worth examining further.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the haku plugin — 52 skills, 22 agents shipped together

Good fit Use it for a weekly cross-check of reflection files and to find notable patterns across stakeholder feedback and recorded experiences.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/shrwnsan/vibekit-claude-plugins/patterns-watch
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 shrwnsan/vibekit-claude-plugins --skill patterns-watch
Clone the repo
git clone --depth 1 https://github.com/shrwnsan/vibekit-claude-plugins

Made for: Claude Code.

Or install haku, the plugin that ships this one along with the rest of its 52 skills, 22 agents.

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 patterns-watch

README.md
[![agentmods](https://agentmods.dev/badge/skills/shrwnsan/vibekit-claude-plugins/patterns-watch/github.svg)](https://agentmods.dev/skills/shrwnsan/vibekit-claude-plugins/patterns-watch)
Your own site
<a href="https://agentmods.dev/skills/shrwnsan/vibekit-claude-plugins/patterns-watch"><img src="https://agentmods.dev/badge/skills/shrwnsan/vibekit-claude-plugins/patterns-watch/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 patterns-watch

Your own site · 80×15
<a href="https://agentmods.dev/skills/shrwnsan/vibekit-claude-plugins/patterns-watch"><img src="https://agentmods.dev/badge/skills/shrwnsan/vibekit-claude-plugins/patterns-watch.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 86 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,448 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 $0.00086 $0.01448
Opus 5.5 $0.00034 $0.00579
Sonnet 5.5 $0.00017 $0.00290
Haiku 4.5 $0.00009 $0.00145

Measured 1mo ago against content hash 36d2f590c416, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

patterns-watch 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.

plugins/haku/packs/leadership/skills/patterns-watch/SKILL.md · 129 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

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 · 129 lines · 86 tokens per session scan A 36d2f590c416

Subscribe to this mod's changes

patterns-watch is a skill published in the GitHub repository shrwnsan/vibekit-claude-plugins (7 stars, last pushed 2d ago), with no licence file. It adds 86 tokens to every session and 1,448 once invoked, about $0.0003 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 2026-09-10.

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