Simmer Reflect

Q: What is a Claude Code skill and how does the Simmer Reflect skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Simmer Reflect is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: General · Sub-category: general-misc · Last updated: 2026-05-22

Reflect subskill for simmer. Records iteration results in trajectory table, tracks best candidate, handles regression rollback, and passes ASI forward to the next round. Supports both single-file and workspace modes. Do not invoke directly — called by simmer orchestrator after each judge round.

Security AStatic scan found no risk patternsHow grading works ›

From the source SKILL.md

You are the only subskill that sees the full score history. Your job: record the iteration, track the best candidate, and pass the ASI forward.

What this skill does

Simmer Reflect is a community-contributed Claude Code skill in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/simmer-reflect/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Simmer Reflect Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 174,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/simmer-reflect
curl -L https://claudskills.com/skills/simmer-reflect/SKILL.md \
  -o ~/.claude/skills/simmer-reflect/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/simmer-reflect/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/simmer-reflect/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\simmer-reflect\SKILL.md on Windows. See the full install guide for step-by-step instructions.

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Simmer Reflect Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/simmer-reflect/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the Simmer Reflect skill do?

Is this skill free to install?

Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.

When should I use the Simmer Reflect skill?

Use Simmer Reflect when your Claude Code task falls under the General category — specifically in the general misc area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Simmer Reflect" or describe the task and let Claude pick). Browse related skills at /category/general/.

What is a Claude Code skill and how does the Simmer Reflect skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Simmer Reflect is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Source: https://github.com/2389-research/simmer/blob/HEAD/skills/simmer-reflect/SKILL.md
License: MIT
Author: 2389-research
Website: https://2389.ai/posts/simmer-skill/

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA

2389-research. (2026). Simmer Reflect [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/simmer-reflect/

BibTeX

@misc{simmer-reflect-2026,
  author    = {2389-research},
  title     = {Simmer Reflect [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/simmer-reflect/}
}

Embed this skill

Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →

Badge

[![ClaudSkills](https://claudskills.com/badge/simmer-reflect.svg)](https://claudskills.com/skills/simmer-reflect/?utm_source=badge&utm_medium=readme&utm_campaign=skill_badge)

Security scan

Grade A · scanned 2026-08-02 — free static scan against the OWASP Agentic Skills Top 10.

No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›

✓ Prompt injection
✓ Data exfiltration
✓ Supply chain
✓ Reverse shell
✓ Credentials
✓ Execution
✓ Filesystem
✓ Persistence
✓ Obfuscation
✓ Network

Show this grade on your repo (click to copy):

[![Security: A](https://img.shields.io/badge/Security-A-2e7d32)](https://claudskills.com/skills/simmer-reflect/#security)

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Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills. · What's New · Install guide · About · llms.txt

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