Show Me Your Work Decision Log
cursor/plugins
Keeps a TSV decision log for long or unattended agent runs, one row per decision with what, why, evidence and result, so a reviewer can check the work later.
Start Ralph Loop - auto-continues until task completion. An agent skill from charfeng1/opencode-ralph-loop.
$ npx skills add charfeng1/opencode-ralph-loop --skill ralph-loop -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install charfeng1/opencode-ralph-loop ralph-loop --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/charfeng1/opencode-ralph-loop.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/ralph-loop .claude/skills/ralph-loop && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "ralph-loop" agent skill from https://github.com/charfeng1/opencode-ralph-loop/tree/master/skills/ralph-loop into .claude/skills/ralph-loop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ralph-loop", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/charfeng1/opencode-ralph-loop/tree/master/skills/ralph-loopType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add charfeng1/opencode-ralph-loop --skill ralph-loop -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install charfeng1/opencode-ralph-loop ralph-loop --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/charfeng1/opencode-ralph-loop.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/ralph-loop .agents/skills/ralph-loop && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ralph-loop" agent skill from https://github.com/charfeng1/opencode-ralph-loop/tree/master/skills/ralph-loop into .agents/skills/ralph-loop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ralph-loop", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add charfeng1/opencode-ralph-loop --skill ralph-loop -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install charfeng1/opencode-ralph-loop ralph-loop --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/charfeng1/opencode-ralph-loop.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/ralph-loop .cursor/skills/ralph-loop && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "ralph-loop" agent skill from https://github.com/charfeng1/opencode-ralph-loop/tree/master/skills/ralph-loop into .cursor/skills/ralph-loop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ralph-loop", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/charfeng1/opencode-ralph-loop.git --path skills/ralph-loop--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add charfeng1/opencode-ralph-loop --skill ralph-loop -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install charfeng1/opencode-ralph-loop ralph-loop --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/charfeng1/opencode-ralph-loop.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/ralph-loop .gemini/skills/ralph-loop && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "ralph-loop" agent skill from https://github.com/charfeng1/opencode-ralph-loop/tree/master/skills/ralph-loop into .gemini/skills/ralph-loop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ralph-loop", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install charfeng1/opencode-ralph-loop ralph-loopInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add charfeng1/opencode-ralph-loop --skill ralph-loop -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/charfeng1/opencode-ralph-loop.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/ralph-loop .github/skills/ralph-loop && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "ralph-loop" agent skill from https://github.com/charfeng1/opencode-ralph-loop/tree/master/skills/ralph-loop into .github/skills/ralph-loop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ralph-loop", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add charfeng1/opencode-ralph-loop --skill ralph-loop -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install charfeng1/opencode-ralph-loop ralph-loop --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/charfeng1/opencode-ralph-loop.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/ralph-loop .opencode/skills/ralph-loop && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "ralph-loop" agent skill from https://github.com/charfeng1/opencode-ralph-loop/tree/master/skills/ralph-loop into .opencode/skills/ralph-loop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ralph-loop", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
ralph-loopStart Ralph Loop - auto-continues until task completion. An agent skill from charfeng1/opencode-ralph-loop.
Ralph Loop is an agent skill from charfeng1/opencode-ralph-loop. Start Ralph Loop - auto-continues until task completion
Its SKILL.md is about 520 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Agent Workflows, covering Autonomous loops. The repository describes itself as: Minimal Ralph Loop plugin for opencode - auto-continues until task completion. The licence is MIT.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 2ef2386. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are bash and markdown).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Ralph Loop loads about 517 tokens when it runs. Until then it costs about 17 tokens; SKILL.md has 235 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from charfeng1/opencode-ralph-loop at commit 2ef2386, republished under its MIT licence (© charfeng1). 235 words, ~517 tokens.
.claude/skills/ralph-loop/SKILL.md (or your agent's skills folder).Start an iterative development loop that automatically continues until the task is complete.
The Ralph Loop creates a continuous feedback cycle for completing complex tasks:
Your previous work remains accessible through files and git history, enabling progressive refinement across iterations.
When you invoke this skill, create the state file in the project directory:
mkdir -p .opencode && cat > .opencode/ralph-loop.local.md << 'EOF'
---
active: true
iteration: 0
maxIterations: 100
---
[The user's task prompt goes here]
EOFThen inform the user and begin working on the task.
When you have FULLY completed the task, signal completion by outputting:
<promise>DONE</promise>IMPORTANT CONSTRAINTS:
<promise>DONE</promise> when the task is COMPLETELY and VERIFIABLY finishedThe loop can only be stopped by:
/cancel-ralphCheck current iteration:
grep '^iteration:' .opencode/ralph-loop.local.mdThe state file at .opencode/ralph-loop.local.md uses YAML frontmatter:
---
active: true
iteration: 3
maxIterations: 100
sessionId: ses_abc123
---
Your original task promptAdd .opencode/ralph-loop.local.md to your .gitignore.
© charfeng1, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in skills/ralph-loop of charfeng1/opencode-ralph-loop.
Open the folder on GitHubat commit 2ef2386
Ralph Loop next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Ralph Loop this skillcharfeng1/opencode-ralph-loop | 112 | — | ~517 | Automated safety check: Pass | MIT | |
| Show Me Your Work Decision Logcursor/plugins | 10k | 9 repos | ~1.6k | Automated safety check: Pass | None | |
| Autoresearch Iteration Loopuditgoenka/autoresearch | 6.5k | 1 repos | ~2k | Automated safety check: Pass | MIT | |
| PUA Looptanweai/pua | 20k | 1 repos | ~1.1k | Automated safety check: Pass | MIT | |
| AutopilotYeachan-Heo/oh-my-claudecode | 40k | 1 repos | ~4.4k | Automated safety check: Pass | MIT | |
| Install Loop Engineeringcobusgreyling/loop-engineering | 11k | 1 repos | ~648 | Automated safety check: Pass | MIT |
cursor/plugins
Keeps a TSV decision log for long or unattended agent runs, one row per decision with what, why, evidence and result, so a reviewer can check the work later.
uditgoenka/autoresearch
Runs an autonomous modify, verify, keep-or-discard loop against any metric, with subcommands for planning, debugging, fixing, security audits, shipping and more.
tanweai/pua
Runs an unattended iterate-until-verified loop in which a user-set verify command, not the agent's own claim, decides when the task is finished.
Yeachan-Heo/oh-my-claudecode
Takes a short product idea through requirements, design, planning, parallel implementation, QA cycles and multi-reviewer validation to produce working code.
cobusgreyling/loop-engineering
Installs Loop Engineering into a project through the single @cobusgreyling/loop CLI, scaffolding a report-only loop and a readiness score.
Forward-Future/loopy
Discover, find, compare, audit, repair, adapt, craft, run, debrief, save, and prepare repeatable AI-agent loops for publication.
charfeng1/opencode-ralph-loop
Explain Ralph Loop plugin and available commands. An agent skill from charfeng1/opencode-ralph-loop.
charfeng1/opencode-ralph-loop
Cancel active Ralph Loop
Categories
Start Ralph Loop - auto-continues until task completion. An agent skill from charfeng1/opencode-ralph-loop. Ralph Loop is an agent skill from charfeng1/opencode-ralph-loop.
Ralph Loop fits situations like: tasks that involve Autonomous loops.
Run `npx skills add charfeng1/opencode-ralph-loop --skill ralph-loop -a claude-code`. Or copy the skill folder (skills/ralph-loop in charfeng1/opencode-ralph-loop) into .claude/skills/ralph-loop in your project. Claude Code loads it when a task matches its description.
Run `npx skills add charfeng1/opencode-ralph-loop --skill ralph-loop -a codex`. Or copy the skill folder (skills/ralph-loop in charfeng1/opencode-ralph-loop) into .agents/skills/ralph-loop in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add charfeng1/opencode-ralph-loop --skill ralph-loop -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ralph-loop, .gemini/skills/ralph-loop, .github/skills/ralph-loop and .opencode/skills/ralph-loop in your project.
SKILL.md names no scripts, command-line tools or credentials: Ralph Loop is instructions for the agent only.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Ralph Loop is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 517 tokens (SKILL.md is roughly 2.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Ralph Loop: Show Me Your Work Decision Log (cursor/plugins, 10k stars), Autoresearch Iteration Loop (uditgoenka/autoresearch, 6.5k stars), PUA Loop (tanweai/pua, 20k stars) and Autopilot (Yeachan-Heo/oh-my-claudecode, 40k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
charfeng1 (a GitHub user) maintains it in charfeng1/opencode-ralph-loop, which has 112 GitHub stars. The repository holds 3 skills in this directory. The repository was last updated on September 8, 2026.
Source: charfeng1/opencode-ralph-loop on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.