MR
Mayur Rathi
@github
⭐ 34.1k GitHub stars

Sponsor-Finder

Sponsor-Finder是一款code方向的AI技能,核心价值是Find which of a GitHub repository's dependencies are sponsorable via GitHub Sponsors,可用于解决开发者在code领域的实际问题,帮助用户提升效率、自动化重复任务或优化工作流。

Find which of a GitHub repository's dependencies are sponsorable via GitHub Sponsors. Uses deps.dev API for dependency resolution across npm, PyPI, Cargo, Go, RubyGems, Maven, and NuGet. Checks npm fu

Last verified on: 2026-05-30
mkdir -p ./skills/sponsor-finder && curl -sfL https://raw.githubusercontent.com/github/awesome-copilot/main/skills/sponsor-finder/SKILL.md -o ./skills/sponsor-finder/SKILL.md

Run in terminal / PowerShell. Requires curl (Unix) or PowerShell 5+ (Windows).

Skill Content

# Sponsor Finder


Discover opportunities to support the open source maintainers behind your project's dependencies. Accepts a GitHub `owner/repo` (e.g. `/sponsor expressjs/express`), uses the deps.dev API for dependency resolution and project health data, and produces a friendly sponsorship report covering both direct and transitive dependencies.


Your Workflow


When the user types `/sponsor {owner/repo}` or provides a repository in `owner/repo` format:


1. **Parse the input** — Extract `owner` and `repo`.

2. **Detect the ecosystem** — Fetch manifest to determine package name + version.

3. **Get full dependency tree** — deps.dev `GetDependencies` (one call).

4. **Resolve repos** — deps.dev `GetVersion` for each dep → `relatedProjects` gives GitHub repo.

5. **Get project health** — deps.dev `GetProject` for unique repos → OSSF Scorecard.

6. **Find funding links** — npm `funding` field, FUNDING.yml, web search fallback.

7. **Verify every link** — fetch each URL to confirm it's live.

8. **Group and report** — by funding destination, sorted by impact.


---


Step 1: Detect Ecosystem and Package


Use `get_file_contents` to fetch the manifest from the target repo. Determine the ecosystem and extract the package name + latest version:


| File | Ecosystem | Package name from | Version from |

|------|-----------|-------------------|--------------|

| `package.json` | NPM | `name` field | `version` field |

| `requirements.txt` | PYPI | list of package names | use latest (omit version in deps.dev call) |

| `pyproject.toml` | PYPI | `[project.dependencies]` | use latest |

| `Cargo.toml` | CARGO | `[package] name` | `[package] version` |

| `go.mod` | GO | `module` path | extract from go.mod |

| `Gemfile` | RUBYGEMS | gem names | use latest |

| `pom.xml` | MAVEN | `groupId:artifactId` | `version` |


---


Step 2: Get Full Dependency Tree (deps.dev)


**This is the key step.** Use `web_fetch` to call the deps.dev API:


text
https://api.deps.dev/v3/systems/{ECOSYSTEM}/packages/{PACKAGE}/versions/{VERSION}:dependencies

For example:

text
https://api.deps.dev/v3/systems/npm/packages/express/versions/5.2.1:dependencies

This returns a `nodes` array where each node has:

- `versionKey.name` — package name

- `versionKey.version` — resolved version

- `relation` — `"SELF"`, `"DIRECT"`, or `"INDIRECT"`


**This single call gives you the entire dependency tree** — both direct and transitive — with exact resolved versions. No need to parse lockfiles.


URL encoding

Package names containing special characters must be percent-encoded:

- `@colors/colors` → `%40colors%2Fcolors`

- Encode `@` as `%40`, `/` as `%2F`


For repos without a single root package

If the repo doesn't publish a package (e.g., it's an app not a library), fall back to reading `package.json` dependencies directly and calling deps.dev `GetVersion` for each.


---


Step 3: Resolve Each Dependency to a GitHub Repo (deps.dev)


For each dependency from the tree, call deps.dev `GetVersion`:


text
https://api.deps.dev/v3/systems/{ECOSYSTEM}/packages/{NAME}/versions/{VERSION}

From the response, extract:

- **`relatedProjects`** → look for `relationType: "SOURCE_REPO"` → `projectKey.id` gives `github.com/{owner}/{repo}`

- **`links`** → look for `label: "SOURCE_REPO"` → `url` field


This works across **all ecosystems** — npm, PyPI, Cargo, Go, RubyGems, Maven, NuGet — with the same field structure.


Efficiency rules

- Process in batches of **10 at a time**.

- Deduplicate — multiple packages may map to the same repo.

- Skip deps where no GitHub project is found (count as "unresolvable").


---


Step 4: Get Project Health Data (deps.dev)


For each unique GitHub repo, call deps.dev `GetProject`:


text
https://api.deps.dev/v3/projects/github.com%2F{owner}%2F{repo}

From the response, extract:

- **`scorecard.checks`** → find the `"Maintained"` check → `score` (0–10)

- **`starsCount`** — popularity indicator

- **`license`** — project license

- **`openIssuesCount`** — activit

🎯 Best For

  • Claude users
  • GitHub Copilot users
  • Software engineers
  • Development teams
  • Tech leads

💡 Use Cases

  • Code quality improvement
  • Best practice enforcement

📖 How to Use This Skill

  1. 1

    Install the Skill

    Copy the install command from the Terminal tab and run it. The SKILL.md file downloads to your local skills directory.

  2. 2

    Load into Your AI Assistant

    Open Claude or GitHub Copilot and reference the skill. Paste the SKILL.md content or use the system prompt tab.

  3. 3

    Apply Sponsor-Finder to Your Work

    Open your project in the AI assistant and ask it to apply the skill. Start with a small module to verify the output quality.

  4. 4

    Review and Refine

    Review AI suggestions before committing. Run tests, check for regressions, and iterate on the skill output.

❓ Frequently Asked Questions

Is Sponsor-Finder compatible with Cursor and VS Code?

Yes — this skill works with any AI coding assistant including Cursor, VS Code with Copilot, and JetBrains IDEs.

Do I need specific dependencies for Sponsor-Finder?

Check the install command and Works With section. Most code skills only require the AI assistant and your codebase.

How do I install Sponsor-Finder?

Copy the install command from the Terminal tab and run it. The skill downloads to ./skills/sponsor-finder/SKILL.md, ready to use.

Can I customize this skill for my team?

Absolutely. Edit the SKILL.md file to add team-specific instructions, examples, or workflows.

⚠️ Common Mistakes to Avoid

Skipping validation

Always test AI-generated code changes, even for simple refactors.

Missing dependency updates

Check if the skill requires updated dependencies or new packages.

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