handoff SKILL.md skillA

handoff from zhongkaifu/tensorsharp is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add zhongkaifu/tensorsharp/handoff@git:20261015.4e92754

Pins git:20261015.4e92754 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
zhongkaifu/tensorsharp
Path
TensorAgent/skills/handoff/SKILL.md
Versions recorded
1
Latest version
git:20261015.4e92754, committed Oct 15, 2026
Size
2,504 bytes
Repository stars
598
License
BSD-3-Clause

Write a concise handoff from the conversation so another agent can continue; redact sensitive values. Tested with Gemma4 E4B at 16K context and 24 tool rounds.

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

Write a handoff document summarising the current conversation so a fresh agent can continue the work. Save `handoff.md` in the session workspace using the offered file tool and return its artifact link. If no file tool/workspace is available, provide the full handoff in the answer and state that no file was saved.

Include a "suggested skills" section in the document, naming only relevant skills actually listed in the available catalog (the next agent can read them with `skills_read`).

Do not duplicate content already captured in other artifacts (specs, plans, ADRs, issues, commits, diffs). Reference them by path or URL instead.

Redact any sensitive information, such as API keys, passwords, or personally identifiable information.

If the user passed arguments, treat them as a description of what the next session will focus on and tailor the doc accordingly.

Replace secret values with `[REDACTED]` everywhere, including the saved file, response, annotations, examples, and any explanation of redaction. Never repeat an original secret in a sentence saying it was redacted. Preserve only the fact that a credential was removed.

## Host capabilities
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add zhongkaifu/tensorsharp/handoff@sha256:988bf972f317ce4d

The line at the top of this page pins the label git:20261015.4e92754, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_3ogbxibew2dttpdr.svg)](https://markdownregistry.com/a/art_3ogbxibew2dttpdr)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Oct 15, 2026.

versioncommittedcommitsizeaudit
git:20261015.4e92754 latest2026-10-15 4e92754 2,504 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (2504 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

GitHub

zhongkaifu/tensorsharp · 598 stars · license BSD-3-Clause · pushed 2026-10-21 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_3ogbxibew2dttpdr
GET https://markdownregistry.com/api/v1/resolve?ref=zhongkaifu/tensorsharp/handoff
GET https://markdownregistry.com/api/v1/blob/988bf972f317ce4d9de4505f8b5065000e57ad0b60c4965c29f7b9ac3c12a274

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.

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