Captures the current session's successful workflow and saves it as a reusable skill with SKILL.md and helper scripts.
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
# Save Session as Skill
## Overview
This skill analyzes your current successful session and generates a new reusable skill with:
- **SKILL.md**: Comprehensive documentation with workflow steps, parameters, and examples
- **Helper scripts**: Python scripts for any programmatic operations identified in the workflow
It extracts the workflow pattern from your conversation history (user requests, reasoning steps, tool calls, and responses) and creates parameterized files that can be invoked in future sessions.
Use this skill when you've completed a task successfully and want to save the workflow for future reuse.
## When to Use
- After completing a multi-step task successfully
- When you've discovered a useful workflow pattern
- When you want to standardize a process for future use
- After solving a problem that might recur
- When the workflow involves programmatic operations that could benefit from helper scripts
## Workflow
### Step 1: Review Current Session
Analyze the conversation history available in the current context, which includes:
- **User messages**: All requests and questions from the user
- **Assistant reasoning**: Thinking tags and decision-making process
…
The line at the top of this page pins the label git:20260504.09b173d, 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.
GET https://markdownregistry.com/api/v1/artifacts/art_vxd2yatje6jqrqrt
GET https://markdownregistry.com/api/v1/resolve?ref=agenttoolkit/altk-evolve/save
GET https://markdownregistry.com/api/v1/blob/173d8038a9b1d60b05ed03cfef9d4841aa7b1fc7c6eb20e544b72b481fa49099
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.
agenttoolkit/altk-evolve · explorations/agent-wiki/skills/agent-wiki-consolidate-guidelines/SKILL.md · Read all atomic guidelines in wiki-twobatch/guidelines/ and propose themed clusters that group near-duplicates. Writes…
agenttoolkit/altk-evolve · explorations/agent-wiki/skills/agent-wiki-consult/SKILL.md · Consult an agent-wiki for guidelines relevant to the task at hand. The wiki itself documents how to retrieve from it…
agenttoolkit/altk-evolve · explorations/agent-wiki/skills/agent-wiki-extract-guidelines/SKILL.md · Read a normalized Claude Code trajectory JSON and extract reusable guidelines into wiki-twobatch/guidelines/. Use when…
agenttoolkit/altk-evolve · explorations/agent-wiki/skills/agent-wiki-ingest/SKILL.md · Ingest one or more agent trajectories (raw bob/claude traces or normalized JSON) into an agent-wiki end-to-end —…
agenttoolkit/altk-evolve · explorations/agent-wiki/skills/agent-wiki-summarize/SKILL.md · Read a normalized Claude Code trajectory JSON and write an episodic summary page to wiki-twobatch/summaries/. Use when…
agenttoolkit/altk-evolve · explorations/agent-wiki/skills/agent-wiki-synthesize-skill/SKILL.md · Read a normalized Claude Code trajectory JSON and produce a wiki-resident SKILL.md page that future agents can invoke…
agenttoolkit/altk-evolve · platform-integrations/bob/evolve-lite/skills/evolve-lite-adapt-memory/SKILL.md · Mirror a just-saved native memory into the shared evolve store so it becomes shareable and auditable
agenttoolkit/altk-evolve · platform-integrations/claw-code/plugins/evolve-lite/skills/evolve-lite/save/SKILL.md · Captures the current session's successful workflow and saves it as a reusable skill with SKILL.md and helper scripts
agenttoolkit/altk-evolve · platform-integrations/codex/plugins/evolve-lite/skills/evolve-lite/save/SKILL.md · Captures the current session's successful workflow and saves it as a reusable skill with SKILL.md and helper scripts
pche-broken-artist/forge-of-thought · .claude/skills/save/SKILL.md · Save the forge to git — the light check, then commit and push; no renders; --quick leaves the check out
matthewwong525/wongstack · .agents/skills/save/SKILL.md · Checkpoint work: commit, push, update the PR, wait for CI, return the preview, record session facts. Never implements…
lion-1209/dsh-plugin-wiki-skills · skills/save/SKILL.md · Save the current conversation, answer, or insight into the Obsidian wiki vault as a structured note. Analyzes the chat…
kimon1230/claude_extensions · skills/save/SKILL.md · Checkpoints session progress to status tracking files. Use to save state mid-session, after a major task, before…
