invocation-doctor SKILL.md skillA
This file is byte-identical to the first copy the registry indexed, one of 4 indexed copies. Same content hash, so the same checks give both the same grade.
invocation-doctor from getedgehq/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add getedgehq/skills/invocation-doctor@git:20260920.deb764aPins git:20260920.deb764a in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- getedgehq/skills
- Path
evals/invocation-doctor/2026-09-19/invocation-doctor-api-reference/runs/invocation-doctor-api-reference/s3/with.meta/skill/invocation-doctor/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260920.deb764a, committed Sep 20, 2026
- Size
- 669 bytes
- Repository stars
- 5
- License
- Apache-2.0
Test and improve whether an agent invokes a skill on the right requests and avoids invoking it on near-miss requests. Use when a skill works explicitly but is under-triggered, over-triggered, or has a weak description.
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
# Invocation Doctor 1. Create positive, near-miss negative, and ambiguous trigger cases. 2. Split cases before optimizing; do not tune on every example. 3. Use Waza when available to run the actual trigger suite. 4. Rewrite only the skill description first; avoid bloating the body to solve discovery. 5. Compare held-out precision/recall before vs after. 6. Publish both regressions and improvements.
Read the whole file at its exact version.
How to install
mdr add getedgehq/skills/invocation-doctor@sha256:5d7f9419075662d1The line at the top of this page pins the label git:20260920.deb764a, 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_fn73aaxcurqjcoys)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 20, 2026.
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 (669 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
getedgehq/skills · 5 stars · license Apache-2.0 · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_fn73aaxcurqjcoys GET https://markdownregistry.com/api/v1/resolve?ref=getedgehq/skills/invocation-doctor GET https://markdownregistry.com/api/v1/blob/5d7f9419075662d16f4ae92709676db56d65fc8d285ad442a88c6c721ef06cf8
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 getedgehq/skills
Every file in getedgehq/skills