client-health-radar SKILL.md skillB
client-health-radar from legioncodeinc/vibe-coding-tools is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add legioncodeinc/vibe-coding-tools/client-health-radar@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- legioncodeinc/vibe-coding-tools
- Path
plugins/littlebird-toolkit/skills/client-health-radar/SKILL.md- Versions recorded
- 2
- Latest version
- v1.0.0, committed Oct 15, 2026
- First version recorded
- Sep 23, 2026
- Size
- 31,658 bytes
- Repository stars
- 94
- License
- a license file GitHub does not identify
Assess client health from Littlebird evidence. Use for churn risk, scope creep, margin pressure, or weekly account reviews. Read README.md for the guide map.
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
# Client Health Radar ## Purpose Answers one question per client: is this one about to leave, and is this one quietly eating my margin. Those are different clients and a service business usually has both. Everything it reports is behavior with a date and a receipt. It does not produce a health score and it does not produce a sentiment score. The reason is in the research and it is not a style choice: transcription substitutes the emotion-carrying word in roughly one utterance in six, and utterances with that error are misclassified at nearly double the rate (`references/research/distilled-client-health.md`, section 6.2). Meanwhile a client quietly asking for an asset inventory carries no sentiment lexicon at all, and is one of the strongest exit signals a service business has (`references/research/distilled-client-health.md`, section 4). The one finding that shaped every design decision here: when the relationship owner's own read on an account carries weight in the score, retention rates fall and churn rates rise, because owners want to believe an account stabilized after one good interaction …
Read the whole file at its exact version.
How to install
mdr add legioncodeinc/vibe-coding-tools/client-health-radar@sha256:925feb3a65daf70eThe line at the top of this page pins the label v1.0.0, 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_b4557ygxigpoxdby)
0 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Sep 23, 2026 and Oct 15, 2026, about one every 22 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-10-15 | 6c4ba35 | 31,658 B | B | view · diff |
| v1.0.0 | 2026-09-23 | a1a47a2 | 31,615 B | B | view |
Audit of the latest version
- fail: No prompt-injection phrasing (matched: do not tell the user)
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (31658 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 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
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
legioncodeinc/vibe-coding-tools · 94 stars · license a license file GitHub does not identify · pushed 2026-10-18 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_b4557ygxigpoxdby GET https://markdownregistry.com/api/v1/resolve?ref=legioncodeinc/vibe-coding-tools/client-health-radar GET https://markdownregistry.com/api/v1/blob/925feb3a65daf70e7d0581d3c97e4ab8e4a401d7753b3ad1c6c1ca8ee07cedf9
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.