polanyi-enhanced

A software and design guidance system based on Michael Polanyi’s idea that experts use knowledge that is partly difficult to put into words. It applies this perspective to architecture, interfaces, code reviews, and visual decisions.

In plain words
What is it for?
Use it for software architecture, UI design, code review, and aesthetic decisions.
Why use it?
It helps guide engineering and design choices that require judgment beyond fixed rules.

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/sunflowerslwtech/sunkit/skill
Any agent
npx skills add SunflowersLwtech/sunkit --skill skill
Clone the repo
git clone --depth 1 https://github.com/SunflowersLwtech/sunkit

Made for: Claude Code, Codex.

Per session 45 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 5,871 The whole file, excluding the scripts and references it only reads on demand.
Security scan B 1 finding. 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 $0.00045 $0.05871
Opus 5 $0.00023 $0.02936
Sonnet 5 $0.00009 $0.01174
Haiku 4.5 $0.00005 $0.00587

Measured 2d ago against content hash 840bc0f20923, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade B, and why

polanyi-enhanced scanned grade B with 1 finding 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 2d 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.

Strips warnings and disclaimersmediumAnti-refusal

Omitting safety caveats hides risk from the user and is a common jailbreak preamble.

| **Expert** | Intuitive situation recognition AND response | Don't lecture. Offer a lens they haven't used. Name the tacit pattern they're already sensing. |
plugins/polanyi-design/skills/polanyi-design/research-origin/skill/SKILL.md · 517 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. 2d ago First seen · 517 lines · 45 tokens per session scan B 840bc0f20923

Subscribe to this mod's changes

polanyi-enhanced is a skill published in the GitHub repository SunflowersLwtech/sunkit (13 stars, last pushed 1mo ago), with no licence file. It adds 45 tokens to every session and 5,871 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it B with 1 finding (strips warnings and disclaimers). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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