lore-ul SKILL.md skillA

lore-ul from mukiwu/muki-ai-plugins is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add mukiwu/muki-ai-plugins/lore-ul@git:20260714.3f8755e

Pins git:20260714.3f8755e in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
mukiwu/muki-ai-plugins
Path
plugins/lore/skills/lore-ul/SKILL.md
Versions recorded
4
Latest version
git:20260714.3f8755e, committed Jul 14, 2026
First version recorded
Jul 6, 2026
Size
6,563 bytes
Repository stars
73
License
none declared

Use when a conversation hits a vague or overloaded term, the same word means different things in different places, the user quietly rewords something you said, the user keeps using a word the glossary doesn't have, or code names disagree with how the user talks — align the term into the project's glossary (a root CONTEXT.md when present, docs/lore/glossary.md otherwise). Also bootstraps a glossary for a project that has none.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Lore UL (Ubiquitous Language)

Read `${CLAUDE_PLUGIN_ROOT}/reference/lore-spec.md` first — its Glossary section defines the file location, the term-entry meta, collision handling, and the split rule.

The other lore skills key knowledge by code location; this one keys it by concept. A shared vocabulary is what lets rules hang off concepts instead of file paths, lets the user and the agent challenge each other's wording, and gives `lore-guard` something to check names against.

## Which file, and whose flow

Resolve the glossary source per lore-spec before reading or writing anything. When a root `CONTEXT.md` / `CONTEXT-MAP.md` exists — or a dedicated domain-modeling / grilling skill is available in this session — let that system lead: a relentless-interview flow extracts terms better than reactive alignment, so this skill's job shrinks to spotting the drift signals below and kicking that flow off. When a term settles mid-conversation without a full interview, apply the alignment moves yourself but write into `CONTEXT.md` in its native format (`**Term**:` + `_Avoid_:` — rejected candidates go to `_Avoid_:` instead of `not:`, and no lore meta is injected). Never create…
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add mukiwu/muki-ai-plugins/lore-ul@sha256:e3e5230be013236a

The line at the top of this page pins the label git:20260714.3f8755e, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_r3m2py2ntygw2zmm.svg)](https://markdownregistry.com/a/art_r3m2py2ntygw2zmm)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 4 versions of this file, between Jul 6, 2026 and Jul 14, 2026, about one every 3 days.

versioncommittedcommitsizeaudit
git:20260714.3f8755e latest2026-07-14 3f8755e 6,563 BA view · diff
git:20260711.33a281a2026-07-11 33a281a 5,406 BA view · diff
git:20260711.c863c682026-07-11 c863c68 5,346 BA view · diff
git:20260706.35480802026-07-06 3548080 4,135 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (6563 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

mukiwu/muki-ai-plugins · 73 stars · license none declared · pushed 2026-10-20 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_r3m2py2ntygw2zmm
GET https://markdownregistry.com/api/v1/resolve?ref=mukiwu/muki-ai-plugins/lore-ul
GET https://markdownregistry.com/api/v1/blob/e3e5230be013236af325b50a9e7277196127da84670d96e416723b06440da6f9

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from mukiwu/muki-ai-plugins

CLAUDE.md@plugins/figma-visual-reviewer CLAUDE.md file
mukiwu/muki-ai-plugins · plugins/figma-visual-reviewer/CLAUDE.md
git:20260705.d1a0405 · audit A · 73 stars
figma-export SKILL.md skill
mukiwu/muki-ai-plugins · plugins/figma-visual-reviewer/skills/figma-export/SKILL.md · Export Figma frames as PNG images via Figma REST API. Use when you need to get a design screenshot from a Figma URL for…
git:20260705.d1a0405 · audit A · 73 stars
pixel-diff SKILL.md skill
mukiwu/muki-ai-plugins · plugins/figma-visual-reviewer/skills/pixel-diff/SKILL.md · Pixel-level image comparison between two screenshots. Generates a visual diff overlay highlighting differences. Use for…
git:20260705.d1a0405 · audit A · 73 stars
lore-capture SKILL.md skill
mukiwu/muki-ai-plugins · plugins/lore/skills/lore-capture/SKILL.md · Use when the conversation surfaces knowledge that code, types, tests, or git history can't reveal — the user explains a…
git:20260711.33a281a · audit A · 73 stars
lore-check SKILL.md skill
mukiwu/muki-ai-plugins · plugins/lore/skills/lore-check/SKILL.md · Use when asked whether the project's lore is healthy or still helping, or when the 30-day heartbeat suggests a re-check…
git:20260714.3f8755e · audit A · 73 stars
lore-consult SKILL.md skill
mukiwu/muki-ai-plugins · plugins/lore/skills/lore-consult/SKILL.md · Use when about to plan a feature, fix a bug, or touch unfamiliar code in a repo that has a docs/lore/ folder, before…
git:20260714.3f8755e · audit A · 73 stars
lore-eval SKILL.md skill
mukiwu/muki-ai-plugins · plugins/lore/skills/lore-eval/SKILL.md · Use when asked whether lore actually catches the mistakes it records, after rewording entries or changing lore-guard…
git:20261020.48d618b · audit A · 73 stars
lore-guard SKILL.md skill
mukiwu/muki-ai-plugins · plugins/lore/skills/lore-guard/SKILL.md · Use when about to commit, open a PR, or claim a change is done in a repo that has docs/lore/ — maps the changed files…
git:20260714.3f8755e · audit A · 73 stars
lore-init SKILL.md skill
mukiwu/muki-ai-plugins · plugins/lore/skills/lore-init/SKILL.md · Use when a project has no docs/lore/ yet and implicit knowledge starts coming up in conversation, or when the user asks…
git:20260714.3f8755e · audit A · 73 stars
lore-maintain SKILL.md skill
mukiwu/muki-ai-plugins · plugins/lore/skills/lore-maintain/SKILL.md · Use when lore looks stale or noisy, when a lore-check report flags problems, or on a periodic sweep — finds stale…
git:20260714.3f8755e · audit A · 73 stars
review-tests SKILL.md skill
mukiwu/muki-ai-plugins · plugins/review-tests/skills/review-tests/SKILL.md · 測試體檢診斷器(test review / audit existing tests / find test blind spots)——讀一份既有測試,找出盲點與建議,產出一份 self-contained HTML 報告(不修改任何…
git:20260705.11bc9b8 · audit A · 73 stars
session-review SKILL.md skill
mukiwu/muki-ai-plugins · plugins/session-review/skills/session-review/SKILL.md · 回顧一個或多個專案的所有 AI session(Claude Code 加 Codex),產出可互動的 HTML 報告,內容包含 skill 使用排行圖、收斂後的工作流程圖、使用者在功能開發與除錯時怎麼跟 AI 溝通、可做成客製…
git:20261018.0052385 · audit A · 73 stars

Every file in mukiwu/muki-ai-plugins

Browse by kind, by grade A, or by owner.