automate-session SKILL.md skillA
automate-session from tomzx/agents is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add tomzx/agents/automate-session@git:20261007.b35fc4bPins git:20261007.b35fc4b in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- tomzx/agents
- Path
skills/automate-session/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261007.b35fc4b, committed Oct 7, 2026
- First version recorded
- May 24, 2026
- Size
- 5,670 bytes
- Repository stars
- 12
- License
- MIT
Analyze what was done in the current session and surface concrete ways the workflow could have been automated to remove the user from the loop. Use when the user asks /automate-session, "how could this be automated?", or "what could we automate from this session?".
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
# Automation Opportunities Reflects on the current session and identifies which steps could have been handled autonomously, a scheduled agent, or a triggered hook, removing the user from the loop entirely or reducing their involvement to review-only. ## Prerequisites - A session with at least some completed work (conversation history, git changes, or both) ## Steps ### 1. Reconstruct the session workflow Build a chronological list of the steps taken during this session. Sources to draw from: - Conversation turns: what did the user ask, decide, or approve? - `git log --oneline` since session start: what changed? - File reads, writes, edits made during the session - Any external tool calls (GitHub, Slack, etc.) Produce a numbered step-by-step trace of the session as if writing a runbook someone else would follow. ### 2. Classify each step by automation potential For each step in the trace, assign one of three labels: | Label | Meaning | |---|---| | **Auto** | Could run fully autonomously with no human input — deterministic, low-risk, well-scoped | | **Review-gate** | An agent could execute it, but a human checkpoint (approve / reject) makes sense before or after | …
Read the whole file at its exact version.
How to install
mdr add tomzx/agents/automate-session@sha256:a3379606ce668e07The line at the top of this page pins the label git:20261007.b35fc4b, 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_dfvlo6egscmwftd5)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between May 24, 2026 and Oct 7, 2026, about one every 136 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261007.b35fc4b latest | 2026-10-07 | b35fc4b | 5,670 B | A | view · diff |
| git:20260524.ba7630b | 2026-05-24 | ba7630b | 5,668 B | A | view |
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 (5670 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
tomzx/agents · 12 stars · license MIT · pushed 2026-10-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_dfvlo6egscmwftd5 GET https://markdownregistry.com/api/v1/resolve?ref=tomzx/agents/automate-session GET https://markdownregistry.com/api/v1/blob/a3379606ce668e072068234d67c34e9fa6137e2b5825fb79f01ab7f3a2259465
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.