Individual skill
ss-learn
Capture a human-approved UI design lesson as a privacy-minimized local StyleSeed candidate, review it, and prepare an opt-in share package without transmitting project code, prompts, screenshots, or brand data. Use when a person asks StyleSeed to remember, learn from, generalize, review, or prepare a reusable rule from an accepted design correction.
extensions/learning/skills/ss-learn/SKILL.md
Source commit 80f5f59ae7a9d4452a25840b05ead3a70b1210a1
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Network or broad shell
- Last checked
- Nov 10, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 1,004
- Repository last updated
- Nov 9, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- ai-coding Repository topic
- claude-code Repository topic
- design-system Repository topic
- design-tokens Repository topic
- react Repository topic
- shadcn-ui Repository topic
- tailwindcss Repository topic
- vibe-coding Repository topic
- ai-ui Repository topic
- claude-skills Repository topic
- design Derived category
- marketing Derived category
- data Derived category
- education Derived category
- design-interface Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 5,067 bytesSKILL.mdcore · 5,067 bytesSKILL.mdcore · 5,067 bytesSKILL.mdcore · 5,067 bytesSKILL.mdcore · 5,067 bytesSKILL.mdcore · 5,067 bytesSKILL.mdcore · 5,067 bytesSKILL.mdcore · 5,067 bytesSKILL.mdcore · 5,067 bytesagents/openai.yamlasset · 291 bytesreferences/candidate-record.schema.jsonasset · 2,124 bytesreferences/candidate.schema.jsonasset · 2,429 bytesreferences/privacy-contract.mddoc · 2,158 bytesreferences/share-package.schema.jsonasset · 808 bytesscripts/learning-contract.mjsruns · 9,806 bytesscripts/learning-package.mjsruns · 4,227 bytesscripts/learning.mjsruns · 10,653 bytesscripts/privacy-scan.mjsruns · 3,220 bytesscripts/secure-fs.mjsruns · 10,948 bytes
Read excerpt
# Learn from project design decisions
`ss-learn` turns a **specific human-approved correction** into a generalized candidate rule. It
does not train a model, scrape a repository, or upload telemetry. The CLI is local-only. An
optional plugin MCP bridge can expose one exact package to its connected client/model only after a
separate one-time human grant.
Read `references/privacy-contract.md` before using this skill.
## When not to use
- The user did not explicitly ask to capture or share a lesson.
- The change was accepted only by the agent, not a person.
- The lesson cannot be expressed without client/product identity, source code, a screenshot,