robot-recording-review SKILL.md skillA
robot-recording-review from noteflowai/dsh-skills-anywhere is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add noteflowai/dsh-skills-anywhere/robot-recording-review@git:20260914.81848b7Pins git:20260914.81848b7 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- noteflowai/dsh-skills-anywhere
- Path
examples/robot-recording-review/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260914.81848b7, committed Sep 14, 2026
- Size
- 1,800 bytes
- Repository stars
- 7
- License
- MIT
Review JSON/JSONL robotics motion traces and compute position, velocity, coordinate-frame, clock, trajectory-error, and missing-sample facts.
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
# Review recorded robot motion Build the review around the supplied recording contract. Read its frame mapping, units, clock origin, sample identifiers, and source digest before computing physical quantities. - Convert positions and velocities into the same world convention. Translation belongs to positions; apply axis signs and unit scale to both. Compute speed after conversion, rather than interpreting a component as a magnitude. - Subtract a clock's origin before scaling to elapsed seconds. Avoid converting frame numbers directly to time when measured timestamps are provided. - Index observations by their explicit identifiers. Preserve omissions; array order, row count and last row do not establish chronology or completeness. - When comparing with constant-acceleration motion, evaluate the reference equation separately at each available timestamp. Use the Euclidean vector error, then aggregate only the observations actually present. - Locate a trajectory peak from world height, applying the contract's tie rule. A final frame can follow the peak by a substantial interval. - Keep original attribution in the result. A matching digest shows which …
Read the whole file at its exact version.
How to install
mdr add noteflowai/dsh-skills-anywhere/robot-recording-review@sha256:790242a892dcadcaThe line at the top of this page pins the label git:20260914.81848b7, 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_i3d77h4rhnwen6sz)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 14, 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 (1800 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
noteflowai/dsh-skills-anywhere · 7 stars · license MIT · pushed 2026-10-25 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_i3d77h4rhnwen6sz GET https://markdownregistry.com/api/v1/resolve?ref=noteflowai/dsh-skills-anywhere/robot-recording-review GET https://markdownregistry.com/api/v1/blob/790242a892dcadcae145c6e8e0e37460c805fdaf8dfb4198076d5ea44a401d66
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.