robot-recording-review skillA
robot-recording-review is agent-read markdown (skill) from noteflowai/dsh-skills-anywhere: Review JSON/JSONL robotics motion traces and compute position, velocity, coordinate-frame, clock, trajectory-error, and missing-sample facts..
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns 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@git:20260914.81848b7mdr add noteflowai/dsh-skills-anywhere/robot-recording-review@sha256:790242a892dcadcaPin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_i3d77h4rhnwen6sz)
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Versions
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 · 6 stars · license MIT · pushed 2026-09-20 · 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 agent 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.