What is skill-open-sourcer?

A workflow for checking, packaging, and publishing local Agent Skills in the canonical zhijian-skills repository. It prepares the skill files, documentation, registry entry, release notes, and install instructions.

Use it to audit a skill, add it to the portfolio, validate its contents, prepare a release, publish changes, and document installation.

It provides the required publishing structure and checks so a skill can be shared without accidentally including private material or using an unsupported repository layout.

skill-open-sourcer — Skill for Claude Code and Codex by zjp1997720

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 zjp1997720/zhijian-skills --skill skill-open-sourcer

Clone the repo

git clone --depth 1 https://github.com/zjp1997720/zhijian-skills

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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/zjp1997720/zhijian-skills/skill-open-sourcer/github.svg)](https://agentmods.dev/skills/zjp1997720/zhijian-skills/skill-open-sourcer)

Your own site

<a href="https://agentmods.dev/skills/zjp1997720/zhijian-skills/skill-open-sourcer"><img src="https://agentmods.dev/badge/skills/zjp1997720/zhijian-skills/skill-open-sourcer/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/zjp1997720/zhijian-skills/skill-open-sourcer"><img src="https://agentmods.dev/badge/skills/zjp1997720/zhijian-skills/skill-open-sourcer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 103 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 2,565 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. Third-party audits

NVIDIA SkillSpector warn 7 Sept 2026

SkillSpector: 5 findings, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

medium MCP Rug Pull · line 3
npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.

Fix: Pin the version: npx @scope/[email protected]
medium MCP Rug Pull · line 68
npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.

Fix: Pin the version: npx @scope/[email protected]
medium MCP Rug Pull · line 75
npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.

Fix: Pin the version: npx @scope/[email protected]
medium MCP Rug Pull · line 93
npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.

Fix: Pin the version: npx @scope/[email protected]
medium MCP Rug Pull · line 139
npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.

Fix: Pin the version: npx @scope/[email protected]

How audits are shown

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.

Model	Per session	Once invoked
Fable 5.1	$0.00103	$0.02565
Opus 5.5	$0.00041	$0.01026
Sonnet 5.5	$0.00021	$0.00513
Haiku 4.5	$0.00010	$0.00257

Measured 29d ago against content hash 2660cb2ef84e, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

skill-open-sourcer 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 29d ago.

The scan reads SKILL.md. This mod also ships 13 executable files (scripts/audit_release_readme.py, scripts/check_release_env.py, scripts/git_sync_guard.py, …), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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/skill-open-sourcer/SKILL.md · 157 lines

How it starts

The opening of the file, as written. The whole thing — 157 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Skill Open Sourcer

Publish every public Skill from the single canonical repository: https://github.com/zjp1997720/zhijian-skills.

Hard publishing boundary

A SKILL.md path or Skill directory is an import candidate, not a request to create a repository.
Put the complete agent payload in skills/<name>/, human docs in docs/skills/<name>/, and release notes in docs/changelogs/<name>.md.
Register the Skill in registry/skills.json. Never add mirror, mirror_tag, standalone repository, redirect workflow, or mirror-export metadata.
Publish commits, per-Skill Tags, and install instructions only from zjp1997720/zhijian-skills.
Stop on secrets, private paths, client data, unpublished proprietary material, unclear asset ownership, or an unverified canonical remote.

Read Portfolio mode, Registry contract, Release package, and README design before writing.

WorkBuddy marketplace branch

For WorkBuddy custom-source adaptation, marketplace maintenance, or an install-success/cold-start-missing failure, read WorkBuddy marketplace before editing. Follow its completion contract for adapter-only tasks; use the full release workflow below when Skill payloads also change.

When a Skill release changes Registry inventory or versions, or descriptions used by an existing WorkBuddy catalog, refresh and verify the generated marketplace before freezing the release plan. This branch preserves the publishing, source-ownership, and authorization boundaries above.

Workflow

Resolve the input to a real Skill directory. Accept a SKILL.md, its containing directory, or a symlink from a local Skill root.
Resolve the canonical checkout from the current repository, ZHIJIAN_SKILLS_REPO, or ~/Documents/GitHub/zhijian-skills. Verify origin resolves to zjp1997720/zhijian-skills; never guess another destination.
Follow the canonical repository's Git synchronization rules. Run git_sync_guard.py check --repo <zhijian-skills> before changing or publishing from an existing checkout; a needs-sync marker is a hard stop. Then run:

Read the full file on GitHub · 157 lines

Files

What ships with it

25 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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.

29d ago Changed · +13 lines 2660cb2ef84e
2mo ago Changed · +1 lines 1b5fc4400e8b
2mo ago First seen · 143 lines · 103 tokens per session scan A dec46958d8a5

Subscribe to this mod's changes

skill-open-sourcer is a skill published in the GitHub repository zjp1997720/zhijian-skills (787 stars, last pushed 4d ago), licensed MIT. It adds 103 tokens to every session and 2,565 once invoked, about $0.0004 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.

Building agents

skill-open-sourcer next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
skill-open-sourcerzjp1997720/zhijian-skills	Skill	787	4d ago	MIT	A	103	Claude Code, Codex
imagegenopenai/codex	Skill	133k	yesterday	Apache-2.0	A	113	Codex
playwright-climicrosoft/playwright	Skill	99k	yesterday	Apache-2.0	A	19	Claude Code
local-ai-agentsmicrosoft/ai-agents-for-beginners	Skill	79k	4d ago	MIT	A	200	Claude Code, Codex
systematic-debuggingobra/superpowers	Skill	313k	3d ago	MIT	A	21	Claude Code
next-cache-components-adoptionvercel/next.js	Skill	143k	today	MIT	A	95	Claude Code
next-partial-prefetching-adoptionvercel/next.js	Skill	143k	today	MIT	A	103	Claude Code