Agent skill

Public Repo Operationalizer

by 100yenadmin in 100yenadmin/fable-token-saving-skills-orchestrator

A skill your agent uses when preparing a repository, project kit, plugin, skillpack, or developer tool for public release or maintainer-ready public operations.

MITAuto-check passedDevelopment

Install Public Repo Operationalizer

skills CLI
$ npx skills add 100yenadmin/fable-token-saving-skills-orchestrator --skill public-repo-operationalizer -a claude-code

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

GitHub CLI
$ gh skill install 100yenadmin/fable-token-saving-skills-orchestrator public-repo-operationalizer --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/100yenadmin/fable-token-saving-skills-orchestrator.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/public-repo-operationalizer .claude/skills/public-repo-operationalizer && 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
public-repo-operationalizer
GitHub stars
100
Token cost
~829 tokens
SKILL.md length
407 words
Files
1
Skills in repo
5
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when preparing a repository, project kit, plugin, skillpack, or developer tool for public release or maintainer-ready public operations.

  • Works in 6 steps: Audit repo truth: purpose, license,… → Define the public promise: what works,… → Add or repair default surfaces:… → …
  • Preparing a repository
  • SKILL.md covers Core Pattern, Public Safety Rules, Default Template Bar and Scorecard, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Public Repo Operationalizer is an agent skill from 100yenadmin/fable-token-saving-skills-orchestrator. Use when preparing a repository, project kit, plugin, skillpack, or developer tool for public release or maintainer-ready public operations.

Its SKILL.md is about 830 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 Development. The repository describes itself as: 🧚 Fable-first Claude orchestration kit for token-saving lane routing, dense turns, and cache-preserving wait discipline. The licence is MIT.

When your agent uses it

  • Preparing a repository
  • Developer tool for public release
  • Maintainer-ready public operations

Example prompts

  • “/public-repo-operationalizer”

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. Audit repo truth: purpose, license, setup path, tests, CI, release state,
  2. Define the public promise: what works, what is advisory, what is unproven,
  3. Add or repair default surfaces: README.md, LICENSE, SECURITY.md,
  4. Add claim/proof docs when claims could drift: claim audit, source authority,
  5. Wire validation: docs safety scan, tests, link/image checks,
  6. Close with evidence: issue/PR, commands, CI URL, risks, and next action.

What it can do on your machine

Read from SKILL.md and the folder at commit cf1d9a3. 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

Public Repo Operationalizer loads about 829 tokens when it runs. Until then it costs about 42 tokens; SKILL.md has 407 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~42
When it runs · the whole SKILL.md, loaded when a task matches
~829

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

The full file from 100yenadmin/fable-token-saving-skills-orchestrator at commit cf1d9a3, republished under its MIT licence (© 100yenadmin). 407 words, ~829 tokens.

Download SKILL.mdSave it as .claude/skills/public-repo-operationalizer/SKILL.md (or your agent's skills folder).
name
public-repo-operationalizer
description
Use when preparing a repository, project kit, plugin, skillpack, or developer tool for public release or maintainer-ready public operations.

Public Repo Operationalizer

Turn a useful repo into a public repo operational status surface: understandable, safe to contribute to, clear about proof, and maintainable without private context.

Core Pattern

  1. Audit repo truth: purpose, license, setup path, tests, CI, release state, security posture, private-data boundaries, and current claims.
  2. Define the public promise: what works, what is advisory, what is unproven, and what the repo does not claim.
  3. Add or repair default surfaces: README.md, LICENSE, SECURITY.md, CONTRIBUTING.md, AGENTS.md, .github/ISSUE_TEMPLATE/*, .github/PULL_REQUEST_TEMPLATE.md, and focused CI.
  4. Add claim/proof docs when claims could drift: claim audit, source authority, proof boundary, release status, and setup path.
  5. Wire validation: docs safety scan, tests, link/image checks, installer/package checks, and CI.
  6. Close with evidence: issue/PR, commands, CI URL, risks, and next action.

Public Safety Rules

  • Do not publish raw transcripts, credentials, tokens, private paths, customer data, local stores, browser/session data, or screenshots with secrets.
  • Say "patterns that worked for us" for practice-based guidance.
  • Cite official sources near factual pricing, cache, API, legal, or security claims.
  • Keep optional tools optional unless the repo truly depends on them.

Default Template Bar

Contributor-facing templates should force safe evidence:

  • issue templates: public-safe reproduction and redacted logs
  • docs bug templates: wrong public claim or setup step
  • pull request template: linked issue, changed files, validation, safety boundary, claim impact, rollback notes, and agent-authored disclosure
Show full SKILL.md (183 more words)Show less

Scorecard

Score each category 0-2. Pass at 14/18 or higher.

Category2 means
Public promiseREADME says who it helps, what it does, and what it does not prove
First-run pathclone/install/setup/run commands work from a fresh checkout
Template completenessREADME, license, security, contributing, AGENTS, issue templates, and pull request template fit the repo
Claim safetyallowed and forbidden claims are explicit and sourced where needed
Source/proof authorityauthoritative vs advisory sources and proof boundary are clear
Contributor safetyredaction, no raw transcripts, no secrets, and no private paths are enforced
Validation automationCI, docs safety scan, tests, and link/image checks cover the public surface
Release readinessrelease tags, package channels, notes, or "not released yet" are clear
Maintainer handoffissue/PR/evidence paths let a future agent resume

Automatic blockers: secret, private path, raw transcript, missing license, broken required setup command, missing install path, unbounded claim, official endorsement claim, universal safety/savings claim, broken required local link, or failing docs safety scan.

Common Mistakes

  • Treating README polish as operational readiness.
  • Copying mature-repo machinery into a small v1 kit.
  • Saying "ready" without setup-path and CI evidence.

© 100yenadmin, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/public-repo-operationalizer of 100yenadmin/fable-token-saving-skills-orchestrator.

Open the folder on GitHubat commit cf1d9a3

Compare with similar skills

Public Repo Operationalizer 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.

Public Repo Operationalizer compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Public Repo Operationalizer this skill100yenadmin/fable-token-saving-skills-orchestrator100—~829Automated safety check: PassMIT
Vercel Composition Patternssupabase/supabase111k58 repos~726Automated safety check: PassMIT
Finishing a Development Branchobra/superpowers297k5 repos~1.9kAutomated safety check: PassMIT
Typescript Advanced Typesrolling-scopes/rsschool-app10k25 repos~4.2kAutomated safety check: PassMPL-2.0
PR Babysitteropeninterpreter/openinterpreter69k3 repos~4.2kAutomated safety check: PassApache-2.0
Code Review ChecklistshareAI-lab/learn-claude-code78k4 repos~1.1kAutomated safety check: PassMIT

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Categories

Questions about Public Repo Operationalizer

What does Public Repo Operationalizer do?

A skill your agent uses when preparing a repository, project kit, plugin, skillpack, or developer tool for public release or maintainer-ready public operations. Public Repo Operationalizer is an agent skill from 100yenadmin/fable-token-saving-skills-orchestrator. Use when preparing a repository, project kit, plugin, skillpack, or developer tool for public release or maintainer-ready public operations.

When should I use Public Repo Operationalizer?

Public Repo Operationalizer fits situations like: preparing a repository; developer tool for public release; maintainer-ready public operations.

How do I install Public Repo Operationalizer in Claude Code?

Run `npx skills add 100yenadmin/fable-token-saving-skills-orchestrator --skill public-repo-operationalizer -a claude-code`. Or copy the skill folder (skills/public-repo-operationalizer in 100yenadmin/fable-token-saving-skills-orchestrator) into .claude/skills/public-repo-operationalizer in your project. Claude Code loads it when a task matches its description.

How do I install Public Repo Operationalizer in Codex?

Run `npx skills add 100yenadmin/fable-token-saving-skills-orchestrator --skill public-repo-operationalizer -a codex`. Or copy the skill folder (skills/public-repo-operationalizer in 100yenadmin/fable-token-saving-skills-orchestrator) into .agents/skills/public-repo-operationalizer in your project. Codex loads it when a task matches its description.

Can I use Public Repo Operationalizer 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 100yenadmin/fable-token-saving-skills-orchestrator --skill public-repo-operationalizer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/public-repo-operationalizer, .gemini/skills/public-repo-operationalizer, .github/skills/public-repo-operationalizer and .opencode/skills/public-repo-operationalizer in your project.

What does Public Repo Operationalizer need to run?

SKILL.md names no scripts, command-line tools or credentials: Public Repo Operationalizer is instructions for the agent only.

Does Public Repo Operationalizer 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 Public Repo Operationalizer 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 Public Repo Operationalizer use?

Public Repo Operationalizer is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Public Repo Operationalizer use?

About 829 tokens (SKILL.md is roughly 3.3k 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 Public Repo Operationalizer?

Skills that share tags, products or a category with Public Repo Operationalizer: Vercel Composition Patterns (supabase/supabase, 111k stars), Finishing a Development Branch (obra/superpowers, 297k stars), Typescript Advanced Types (rolling-scopes/rsschool-app, 10k stars) and PR Babysitter (openinterpreter/openinterpreter, 69k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Public Repo Operationalizer?

100yenadmin (a GitHub user) maintains it in 100yenadmin/fable-token-saving-skills-orchestrator, which has 100 GitHub stars. The repository holds 5 skills in this directory. The repository was last updated on July 4, 2026.

Source: 100yenadmin/fable-token-saving-skills-orchestrator on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.