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public-repo-operationalizer

public-repo-operationalizer is a skill for Claude Code, Codex from 100yenadmin/fable-token-saving-skills-orchestrator. It costs 34 tokens per session (717 once invoked), scanned A, original, MIT.

A release-readiness checklist and toolkit for making a repository understandable, safe, and maintainable as a public project.

In plain words
What is it for?
Use it to review or add files such as README.md, LICENSE, SECURITY.md, CONTRIBUTING.md, agent instructions, issue templates, and focused CI checks.
Why use it?
It helps find missing setup instructions, tests, licenses, security boundaries, and proof for claims before other people rely on the repository.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: mentions AGENTS.md.

not rated 101repo 4mo ago A scan 34 tokens original MIT

Good fit Use it to review or add files such as README.md, LICENSE, SECURITY.md, CONTRIBUTING.md, agent instructions, issue templates, and focused CI checks.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/100yenadmin/fable-token-saving-skills-orchestrator/public-repo-operationalizer
View source ↗ 100yenadmin/fable-token-saving-skills-orchestrator
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add 100yenadmin/fable-token-saving-skills-orchestrator --skill public-repo-operationalizer
Clone the repo
git clone --depth 1 https://github.com/100yenadmin/fable-token-saving-skills-orchestrator

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for public-repo-operationalizer

README.md
[![agentmods](https://agentmods.dev/badge/skills/100yenadmin/fable-token-saving-skills-orchestrator/public-repo-operationalizer/github.svg)](https://agentmods.dev/skills/100yenadmin/fable-token-saving-skills-orchestrator/public-repo-operationalizer)
Your own site
<a href="https://agentmods.dev/skills/100yenadmin/fable-token-saving-skills-orchestrator/public-repo-operationalizer"><img src="https://agentmods.dev/badge/skills/100yenadmin/fable-token-saving-skills-orchestrator/public-repo-operationalizer/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for public-repo-operationalizer

Your own site · 80×15
<a href="https://agentmods.dev/skills/100yenadmin/fable-token-saving-skills-orchestrator/public-repo-operationalizer"><img src="https://agentmods.dev/badge/skills/100yenadmin/fable-token-saving-skills-orchestrator/public-repo-operationalizer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 34 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 717 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00034 $0.00717
Opus 5.5 $0.00014 $0.00287
Sonnet 5.5 $0.00007 $0.00143
Haiku 4.5 $0.00003 $0.00072

Measured 2mo ago against content hash 50665381ac39, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

public-repo-operationalizer scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/public-repo-operationalizer/SKILL.md · 71 lines

How it starts

The opening of the file, as written. The whole thing — 71 lines — stays where its author put it; the contents beside it link to each section on GitHub.

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

Scorecard

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

Category 2 means
Public promise README says who it helps, what it does, and what it does not prove
First-run path clone/install/setup/run commands work from a fresh checkout
Template completeness README, license, security, contributing, AGENTS, issue templates, and pull request template fit the repo
Claim safety allowed and forbidden claims are explicit and sourced where needed
Source/proof authority authoritative vs advisory sources and proof boundary are clear
Contributor safety redaction, no raw transcripts, no secrets, and no private paths are enforced
Validation automation CI, docs safety scan, tests, and link/image checks cover the public surface
Release readiness release tags, package channels, notes, or "not released yet" are clear
Maintainer handoff issue/PR/evidence paths let a future agent resume

Read the full file on GitHub · 71 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2mo ago First seen · 71 lines · 34 tokens per session scan A 50665381ac39

Subscribe to this mod's changes

public-repo-operationalizer is a skill published in the GitHub repository 100yenadmin/fable-token-saving-skills-orchestrator (101 stars, last pushed 4mo ago), licensed MIT. It adds 34 tokens to every session and 717 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Git and workflowReleases
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