ambit SKILL.md skillA
ambit from joshlong145/ambits is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add joshlong145/ambits/ambit@git:20261020.4e94e9bPins git:20261020.4e94e9b in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- joshlong145/ambits
- Path
skills/ambit/SKILL.md- Versions recorded
- 11
- Latest version
- git:20261020.4e94e9b, committed Oct 20, 2026
- First version recorded
- Feb 8, 2026
- Size
- 16,980 bytes
- Repository stars
- 17
- License
- none declared
Coverage-aware agent workflow tool. Use PROACTIVELY to search and read code and Markdown docs — `ambits rg`/`ambits grep` find matches and name the symbol or section each lands in, `ambits show` fetches exactly that definition — and before modifying files, making architecture decisions, debugging, or reviewing code. Reports which symbols Claude has read (Seen%) vs read in full (Full%). Use MCP tools mcp__ambit__coverage or mcp__ambit__coverage_file when available; fall back to bash.
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
# /ambit - Coverage-Aware Agent Workflow Ambit tracks which parts of a codebase this agent has actually read, at symbol resolution. Use it to verify you have enough context before acting — and to identify blind spots before making changes that touch unfamiliar code. ## PROACTIVE USE: When to Check Without Being Asked **BEFORE modifying a file** — if you haven't verified you've read it this session: ``` mcp__ambit__coverage_file → check the specific file(s) you're about to change ``` **BEFORE architectural decisions** — if you're proposing design changes across multiple files: ``` mcp__ambit__coverage → check overall module coverage; proceed only if Seen% > 60% ``` **When a bug is hard to reproduce or diagnose** — low coverage on the relevant file is a likely root cause of bad recommendations: ``` mcp__ambit__coverage_file → if Full% < 50%, read the file before diagnosing ``` **After receiving a multi-file task** — check coverage of the involved files before starting; flag which ones need reading first. **When your suggestion might be wrong** — if a user pushes back, check coverage. You may have missed implementation details. …
Read the whole file at its exact version.
How to install
mdr add joshlong145/ambits/ambit@sha256:b5a62d2106cf4d3bThe line at the top of this page pins the label git:20261020.4e94e9b, 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_m3borvkq6iyri3i3)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 11 versions of this file, between Feb 8, 2026 and Oct 20, 2026, about one every 25 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261020.4e94e9b latest | 2026-10-20 | 4e94e9b | 16,980 B | A | view · diff |
| git:20260926.73bf1fe | 2026-09-26 | 73bf1fe | 13,757 B | A | view · diff |
| git:20260916.ea9f137 | 2026-09-16 | ea9f137 | 13,740 B | A | view · diff |
| git:20260914.d56e7bc | 2026-09-14 | d56e7bc | 13,076 B | A | view · diff |
| git:20260907.1c58871 | 2026-09-07 | 1c58871 | 11,608 B | A | view · diff |
| git:20260907.76a7e6b | 2026-09-07 | 76a7e6b | 11,601 B | A | view · diff |
| git:20260907.cb90f40 | 2026-09-07 | cb90f40 | 11,307 B | A | view · diff |
| git:20260907.0cec246 | 2026-09-07 | 0cec246 | 10,808 B | A | view · diff |
| git:20260907.e264b8b | 2026-09-07 | e264b8b | 10,777 B | A | view · diff |
| git:20260316.de3920f | 2026-03-16 | de3920f | 6,067 B | A | view · diff |
| git:20260208.2ee1660 | 2026-02-08 | 2ee1660 | 4,134 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 (16980 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
joshlong145/ambits · 17 stars · license none declared · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_m3borvkq6iyri3i3 GET https://markdownregistry.com/api/v1/resolve?ref=joshlong145/ambits/ambit GET https://markdownregistry.com/api/v1/blob/b5a62d2106cf4d3b9887d13613bbf6e47d83dcc250ab7451fb3fdcac99467181
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.