session-to-agent SKILL.md skillA
session-to-agent from rysweet/amplihack-rs is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add rysweet/amplihack-rs/session-to-agent@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- rysweet/amplihack-rs
- Path
amplifier-bundle/skills/session-to-agent/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed Apr 5, 2026
- Size
- 4,494 bytes
- Repository stars
- 11
- License
- none declared
Converts interactive Claude Code or GitHub Copilot session goals and processes into a reusable goal-seeking agent with memory. Extracts goals, constraints, and approaches from session transcripts and generates agent prompts via the amplihack goal_agent_generator CLI.
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
# Session-to-Agent Skill Convert an interactive coding session into a reusable goal-seeking agent with memory. The skill reads session transcripts, extracts goals and patterns, and generates a complete agent via `amplihack new`. ## Quick Start ### Step 1: Invoke the skill ``` User: /session-to-agent ``` Or describe what you want: ``` User: Turn this session into a reusable agent ``` ### Step 2: The skill extracts from the current session It analyzes the session transcript to identify: - **Primary goal** and sub-goals - **Constraints** (technical, operational, time) - **Tools and commands** used - **Patterns and strategies** observed - **Domain knowledge** gained during the session ### Step 3: A goal-seeking agent is generated The skill writes a `prompt.md` file and runs: ```bash amplihack new --file prompt.md --sdk copilot --enable-memory ``` The generated agent can be re-run autonomously to repeat or extend the session's workflow. ## What It Extracts | Category | Examples | | -------------------- | ---------------------------------------------------- | …
Read the whole file at its exact version.
How to install
mdr add rysweet/amplihack-rs/session-to-agent@sha256:2f4d7ef86ba97c23The line at the top of this page pins the label v1.0.0, 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_rysgxrpxpml5orc7)
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Versions
The registry has recorded 1 version of this file, committed on Apr 5, 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 (4494 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
rysweet/amplihack-rs · 11 stars · license none declared · pushed 2026-10-22 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_rysgxrpxpml5orc7 GET https://markdownregistry.com/api/v1/resolve?ref=rysweet/amplihack-rs/session-to-agent GET https://markdownregistry.com/api/v1/blob/2f4d7ef86ba97c23eb3d53ea7673f7b74a8e6a1c3edec4d78eb10e1d320ca22e
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.