Agent skill

Loopany Artifact Lifecycle

by superdesigndev in superdesigndev/loopany

Routes artifact operations in a loopany workspace to the right playbook: tasks, signals, learnings, skill proposals, missions, people, notes, briefs and journals.

No licenceAuto-check passedAgent Workflows

Install Loopany Artifact Lifecycle

skills CLI
$ npx skills add superdesigndev/loopany --skill loopany-core -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install superdesigndev/loopany loopany-core --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/superdesigndev/loopany.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/loopany-core .claude/skills/loopany-core && rm -rf skills-src

Use ~/.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/

Facts

Skill name
loopany-core
GitHub stars
140
Token cost
~749 tokens
SKILL.md length
267 words
Files
12
Skills in repo
4
Repo updated
First seen
Licence
None found

At a glance

Routes artifact operations in a loopany workspace to the right playbook: tasks, signals, learnings, skill proposals, missions, people, notes, briefs and journals.

  • Creating a task, signal or note in a loopany workspace
  • SKILL.md covers Bootstrap, Kind routing, Decision rule and Pass --slug for anything…, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Deciding which artifact kind fits something you just noticed

What it does

This is the first-read routing skill for working in a loopany workspace, a pattern for building self-iterating agents. It tells the agent to bootstrap by listing active missions with the loopany CLI, run onboarding if none exists, and then read the playbook for the kind of artifact it is about to create or change before acting.

A trigger table sends each situation to a kind file: tasks for committed work, signals for something noticed but not actionable yet, learnings, skill proposals, missions, briefs, people, notes and a read-only journal of what was created today. A decision rule maps state to artifact. Acting now is a task, deferred or unverified is a signal, a pattern-backed belief is a learning, a long pursuit is a mission, and a duplicate gets evidence appended rather than forked.

The skill also advises passing --slug for anything cited later, since the slug is the id used in citations, and points to conventions for relation verbs and taxonomy. Related loopany skills handle first-read resolving, reflection, periodic reviews and auto-capture after work.

When your agent uses it

  • Creating a task, signal or note in a loopany workspace
  • Deciding which artifact kind fits something you just noticed
  • Dismissing a signal or flipping a task to done
  • Choosing a relation verb between artifacts

Example prompts

  • “Create a task for the Q2 CAC spike and give it a slug so I can cite it later.”
  • “Dismiss the signal about the flaky export job.”
  • “I noticed support tickets about login errors but can't act now. What kind of artifact is that?”

Requirements

  • The loopany CLI and a loopany workspace

What it can do on your machine

Read from SKILL.md and the folder at commit cdd1d08. 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 (its code samples are bash).

    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

Loopany Artifact Lifecycle loads about 749 tokens when it runs. Until then it costs about 106 tokens; SKILL.md has 267 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~106
When it runs · the whole SKILL.md, loaded when a task matches
~749

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 267 words (~749 tokens).

“Read this first when working in a loopany workspace. Routes you to the right kind playbook for any artifact operation.”

— opening of SKILL.md by superdesigndev
name
loopany-core

Read the full SKILL.md on GitHub

Files

SKILL.md and 11 other files in skills/loopany-core of superdesigndev/loopany.

  • SKILL.md
  • conventions/relations.md
  • conventions/taxonomy.md
  • kinds/brief.md
  • kinds/journal.md
  • kinds/learning.md
  • kinds/mission.md
  • kinds/note.md
  • kinds/person.md
  • kinds/signal.md
  • kinds/skill-proposal.md
  • kinds/task.md

Open the folder on GitHubat commit cdd1d08

Compare with similar skills

Loopany Artifact Lifecycle 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.

Loopany Artifact Lifecycle compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Loopany Artifact Lifecycle this skillsuperdesigndev/loopany140—~749Automated safety check: PassNone
Beads Task Memorygastownhall/beads28k—~1.2kAutomated safety check: PassMIT
AgentRQ Workspace Agentagentrq/agentrq1.1k—~1.9kAutomated safety check: PassAGPL-3.0
AgentRQ Supervisoragentrq/agentrq1.1k—~2.7kAutomated safety check: PassAGPL-3.0
Beadsmatthiasn/lotti1.2k—~589Automated safety check: PassGPL-3.0
Project ButlerJamesShi96/project-butler373—~3.9kAutomated safety check: PassMIT

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More from superdesigndev/loopany

  • loopany Periodic Review

    superdesigndev/loopany

    Runs a daily, weekly or monthly review of a loopany workspace, sorting items into silent fixes, things that need you and deferrals, and closing every surfaced item.

    140 GitHub stars~730 tokensUpdated 4 mo ago
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  • Loopany Reflect

    superdesigndev/loopany

    Runs a self-improvement loop for loopany: reads recent task outcomes and dismissed signals, finds patterns, writes learnings and skill proposals, and applies accepted ones.

    140 GitHub stars~1.4k tokensUpdated 4 mo ago
    Auto-check passed
  • Loopany Capture

    superdesigndev/loopany

    Decides, once a task is finished, whether the outcome deserves a loopany record and routes it to the right artifact kind through a quality gate.

    140 GitHub stars~690 tokensUpdated 4 mo ago
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Questions about Loopany Artifact Lifecycle

What does Loopany Artifact Lifecycle do?

Routes artifact operations in a loopany workspace to the right playbook: tasks, signals, learnings, skill proposals, missions, people, notes, briefs and journals. This is the first-read routing skill for working in a loopany workspace, a pattern for building self-iterating agents. It tells the agent to bootstrap by listing active missions with the loopany CLI, run onboarding if none exists, and then read the playbook for the kind of artifact it is about to create or change before acting.

When should I use Loopany Artifact Lifecycle?

Loopany Artifact Lifecycle fits situations like: creating a task, signal or note in a loopany workspace; deciding which artifact kind fits something you just noticed; dismissing a signal or flipping a task to done; choosing a relation verb between artifacts.

How do I install Loopany Artifact Lifecycle in Claude Code?

Run `npx skills add superdesigndev/loopany --skill loopany-core -a claude-code`. Or copy the skill folder (skills/loopany-core in superdesigndev/loopany) into .claude/skills/loopany-core in your project. Claude Code loads it when a task matches its description.

How do I install Loopany Artifact Lifecycle in Codex?

Run `npx skills add superdesigndev/loopany --skill loopany-core -a codex`. Or copy the skill folder (skills/loopany-core in superdesigndev/loopany) into .agents/skills/loopany-core in your project. Codex loads it when a task matches its description.

Can I use Loopany Artifact Lifecycle 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 superdesigndev/loopany --skill loopany-core -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/loopany-core, .gemini/skills/loopany-core, .github/skills/loopany-core and .opencode/skills/loopany-core in your project.

What does Loopany Artifact Lifecycle need to run?

SKILL.md names no scripts, command-line tools or credentials: Loopany Artifact Lifecycle is instructions for the agent only. Our summary lists: The loopany CLI and a loopany workspace.

Does Loopany Artifact Lifecycle 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 Loopany Artifact Lifecycle 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 Loopany Artifact Lifecycle use?

No licence was found for Loopany Artifact Lifecycle or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Loopany Artifact Lifecycle use?

About 749 tokens (SKILL.md is roughly 3k 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 Loopany Artifact Lifecycle?

Skills that share tags, products or a category with Loopany Artifact Lifecycle: Beads Task Memory (gastownhall/beads, 28k stars), AgentRQ Workspace Agent (agentrq/agentrq, 1.1k stars), AgentRQ Supervisor (agentrq/agentrq, 1.1k stars) and Beads (matthiasn/lotti, 1.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Loopany Artifact Lifecycle?

superdesigndev (a GitHub organization) maintains it in superdesigndev/loopany, which has 140 GitHub stars. The repository holds 4 skills in this directory. The repository was last updated on June 2, 2026.

Source: superdesigndev/loopany on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.