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.
Loop engineering runtime Grill + Monitor. An agent skill from akitaonrails/my-skills.
Install Loop Engineering
$ npx skills add akitaonrails/my-skills --skill loop-engineering -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install akitaonrails/my-skills loop-engineering --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/akitaonrails/my-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/loop-engineering .claude/skills/loop-engineering && 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 "loop-engineering" agent skill from https://github.com/akitaonrails/my-skills/tree/master/loop-engineering into .claude/skills/loop-engineering/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "loop-engineering", 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/akitaonrails/my-skills/tree/master/loop-engineeringType 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 akitaonrails/my-skills --skill loop-engineering -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install akitaonrails/my-skills loop-engineering --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/akitaonrails/my-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/loop-engineering .agents/skills/loop-engineering && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "loop-engineering" agent skill from https://github.com/akitaonrails/my-skills/tree/master/loop-engineering into .agents/skills/loop-engineering/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "loop-engineering", 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 akitaonrails/my-skills --skill loop-engineering -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install akitaonrails/my-skills loop-engineering --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/akitaonrails/my-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/loop-engineering .cursor/skills/loop-engineering && 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 "loop-engineering" agent skill from https://github.com/akitaonrails/my-skills/tree/master/loop-engineering into .cursor/skills/loop-engineering/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "loop-engineering", 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/akitaonrails/my-skills.git --path loop-engineering--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 akitaonrails/my-skills --skill loop-engineering -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install akitaonrails/my-skills loop-engineering --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/akitaonrails/my-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/loop-engineering .gemini/skills/loop-engineering && 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 "loop-engineering" agent skill from https://github.com/akitaonrails/my-skills/tree/master/loop-engineering into .gemini/skills/loop-engineering/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "loop-engineering", 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 akitaonrails/my-skills loop-engineeringInstalls 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 akitaonrails/my-skills --skill loop-engineering -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/akitaonrails/my-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/loop-engineering .github/skills/loop-engineering && 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 "loop-engineering" agent skill from https://github.com/akitaonrails/my-skills/tree/master/loop-engineering into .github/skills/loop-engineering/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "loop-engineering", 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 akitaonrails/my-skills --skill loop-engineering -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install akitaonrails/my-skills loop-engineering --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/akitaonrails/my-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/loop-engineering .opencode/skills/loop-engineering && 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 "loop-engineering" agent skill from https://github.com/akitaonrails/my-skills/tree/master/loop-engineering into .opencode/skills/loop-engineering/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "loop-engineering", 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.
Facts
- Skill name
loop-engineering- GitHub stars
- 212
- Token cost
- ~353 tokens
- SKILL.md length
- 163 words
- Files
- 1
- Skills in repo
- 18
- Repo updated
- First seen
- Licence
- None found
At a glance
Loop engineering runtime Grill + Monitor. An agent skill from akitaonrails/my-skills.
- Works in 7 steps: Goal: "What are you trying to accomplish?" → Success criteria: "Describe how we know… → Success type: choose from test, build,… → …
- Tasks that involve Autonomous loops
- SKILL.md covers Grill (orchestrator interview), Loop Monitor and Notes
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Loop Engineering is an agent skill from akitaonrails/my-skills. Loop engineering runtime Grill + Monitor
Its SKILL.md is about 350 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: akitaonrails' personal skills (not tailored for general usage).
When your agent uses it
- Tasks that involve Autonomous loops
Example prompts
- “/loop-engineering”
Workflow steps
7 steps, taken from the first numbered list in SKILL.md.
- Goal: "What are you trying to accomplish?"
- Success criteria: "Describe how we know the loop succeeded."
- Success type: choose from test, build, lint, command, fileExists, oracle, observer, manual. For CLI steps provide successCommand; for file…
- Execute agent: fixer / designer / explorer / librarian
- Verify agent: oracle / observer / test
- Max attempts (default 3)
- Optional context files: which files or directories should be read before execution?
What it can do on your machine
Read from SKILL.md and the folder at commit 285ca82. It shows what the files ask for, not the result of running them.
Tool permissions
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.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Loop Engineering loads about 353 tokens when it runs. Until then it costs about 14 tokens; SKILL.md has 163 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.
Safety
Auto-check passed
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.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 163 words (~353 tokens).
- name
- loop-engineering
Files
Just SKILL.md in loop-engineering of akitaonrails/my-skills.
Open the folder on GitHubat commit 285ca82
Compare with similar skills
Loop Engineering 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 |
|---|---|---|---|---|---|---|
| Loop Engineering this skillakitaonrails/my-skills | 212 | — | ~353 | Automated safety check: Pass | None | |
| 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 |
Similar skills
- Official
Autoresearch Iteration Loop
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.
PUA Loop
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.
Autopilot
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.
Install Loop Engineering
cobusgreyling/loop-engineering
Installs Loop Engineering into a project through the single @cobusgreyling/loop CLI, scaffolding a report-only loop and a readiness score.
Loopy
Forward-Future/loopy
Discover, find, compare, audit, repair, adapt, craft, run, debrief, save, and prepare repeatable AI-agent loops for publication.
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Categories
Questions about Loop Engineering
What does Loop Engineering do?
Loop engineering runtime Grill + Monitor. An agent skill from akitaonrails/my-skills. Loop Engineering is an agent skill from akitaonrails/my-skills.
When should I use Loop Engineering?
Loop Engineering fits situations like: tasks that involve Autonomous loops.
How do I install Loop Engineering in Claude Code?
Run `npx skills add akitaonrails/my-skills --skill loop-engineering -a claude-code`. Or copy the skill folder (loop-engineering in akitaonrails/my-skills) into .claude/skills/loop-engineering in your project. Claude Code loads it when a task matches its description.
How do I install Loop Engineering in Codex?
Run `npx skills add akitaonrails/my-skills --skill loop-engineering -a codex`. Or copy the skill folder (loop-engineering in akitaonrails/my-skills) into .agents/skills/loop-engineering in your project. Codex loads it when a task matches its description.
Can I use Loop Engineering in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add akitaonrails/my-skills --skill loop-engineering -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/loop-engineering, .gemini/skills/loop-engineering, .github/skills/loop-engineering and .opencode/skills/loop-engineering in your project.
What does Loop Engineering need to run?
SKILL.md names no scripts, command-line tools or credentials: Loop Engineering is instructions for the agent only.
Does Loop Engineering access the network?
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.
Is Loop Engineering safe to install?
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.
What licence does Loop Engineering use?
No licence was found for Loop Engineering or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Loop Engineering use?
About 353 tokens (SKILL.md is roughly 1.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Loop Engineering?
Skills that share tags, products or a category with Loop Engineering: 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.
Who maintains Loop Engineering?
akitaonrails (a GitHub user) maintains it in akitaonrails/my-skills, which has 212 GitHub stars. The repository holds 18 skills in this directory. The repository was last updated on September 23, 2026.
Source: akitaonrails/my-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.