simmer-autoresearch SKILL.md skillA
simmer-autoresearch from spartanlabsxyz/simmer-sdk is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add spartanlabsxyz/simmer-sdk/simmer-autoresearch@git:20260519.7e96819Pins git:20260519.7e96819 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- spartanlabsxyz/simmer-sdk
- Path
mcp/skills/autoresearch/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260519.7e96819, committed May 19, 2026
- Size
- 5,627 bytes
- Repository stars
- 56
- License
- MIT
Set up and run autonomous experiment loops to optimize Simmer trading skills. Mutates skill code + config, measures P&L, keeps what works. Use when asked to "optimize a skill", "run autoresearch", or "improve my trading".
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
# Simmer Autoresearch Autonomous experiment loop for trading skill optimization: try ideas, keep what works, discard what doesn't, never stop. Based on [pi-autoresearch](https://github.com/davebcn87/pi-autoresearch) (MIT). ## Tools - **`init_experiment`** — configure session (name, skill_slug, metric, unit, direction). Call again to re-initialize with a new baseline. - **`run_experiment`** — runs skill command, times it, captures output. - **`log_experiment`** — records result. **Use `keep` ONLY when the primary metric improved vs the baseline. `discard` if worse or unchanged.** **Zero trades or `metric=0` is no-signal — `discard`, never `keep`.** `crash` if the skill failed. `checks_failed` if post-run validation failed. `keep` auto-commits via git; the others auto-revert. Always include secondary `metrics` dict. State the before→after comparison in `description` (e.g., `"entry_threshold 0.05→0.03; $12→$18 pnl, keep"`). Optionally include `asi` (Actionable Side Information) for structured diagnostics. …
Read the whole file at its exact version.
How to install
mdr add spartanlabsxyz/simmer-sdk/simmer-autoresearch@sha256:dd7e67760b87b082The line at the top of this page pins the label git:20260519.7e96819, 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_232ijhm4jaddns3z)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on May 19, 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 (5627 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
spartanlabsxyz/simmer-sdk · 56 stars · license MIT · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_232ijhm4jaddns3z GET https://markdownregistry.com/api/v1/resolve?ref=spartanlabsxyz/simmer-sdk/simmer-autoresearch GET https://markdownregistry.com/api/v1/blob/dd7e67760b87b0824be5d6eee1a28780778bb1110814e9d6cddeb2724293844e
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.