semble SKILL.md skillA
semble from spoon94/skill-vault is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add spoon94/skill-vault/semble@git:20260919.abe4774Pins git:20260919.abe4774 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- spoon94/skill-vault
- Path
semble/SKILL.md- Versions recorded
- 4
- Latest version
- git:20260919.abe4774, committed Sep 19, 2026
- First version recorded
- Jun 16, 2026
- Size
- 2,307 bytes
- Repository stars
- 5
- License
- MIT
Use when exploring an unfamiliar codebase, locating where functionality is implemented, or answering "where is X / how does Y work" questions. Run `semble search` instead of grep+read for semantic or exploratory queries — it returns the relevant code chunks directly and uses ~98% fewer tokens. Triggers: "where is", "how does", "find the code that", code exploration, feature lookup.
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
# Semble — Code Search via CLI Fast semantic code search. Returns the exact chunks you need, ~98% fewer tokens than grep+read. ## When to use - Exploring an unfamiliar codebase / answering "where is X" / "how does Y" - Locating the implementation of a feature, concept, or flow - Finding code semantically similar to a known location Prefer `grep` only for exhaustive literal matches or confirming an exact string. Use `Read` after semble only when a returned chunk doesn't give enough context. ## Core commands ```bash # Search by intent or symbol (path defaults to current dir; git URLs ok) semble search "authentication flow" ./my-project semble search "save_pretrained" ./my-project semble search "save model to disk" ./my-project --top-k 10 # Search docs / config / everything (default is code only) semble search "deployment guide" ./my-project --content docs semble search "database host port" ./my-project --content config semble search "authentication" ./my-project --content all # Find code similar to a known location (file path + line number) semble find-related src/auth.py 42 ./my-project ``` Indexes are built and cached on first run, and invalidated automatically …
Read the whole file at its exact version.
How to install
mdr add spoon94/skill-vault/semble@sha256:71c3722b2bf122feThe line at the top of this page pins the label git:20260919.abe4774, 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.
[](https://markdownregistry.com/a/art_3bggoq5tqbyweqee)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Jun 16, 2026 and Sep 19, 2026, about one every 32 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260919.abe4774 latest | 2026-09-19 | abe4774 | 2,307 B | A | view · diff |
| git:20260906.edaff03 | 2026-09-06 | edaff03 | 2,314 B | A | view · diff |
| git:20260617.8632e5f | 2026-06-17 | 8632e5f | 2,312 B | A | view · diff |
| git:20260616.eb5605b | 2026-06-16 | eb5605b | 2,305 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (2307 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
spoon94/skill-vault · 5 stars · license MIT · pushed 2026-10-23 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_3bggoq5tqbyweqee GET https://markdownregistry.com/api/v1/resolve?ref=spoon94/skill-vault/semble GET https://markdownregistry.com/api/v1/blob/71c3722b2bf122fe9b5e11222b29edcb05ae6e351537d200c107977d12329fd0
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.