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Add sponsor-finder skill#712

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aaronpowell merged 3 commits intomainfrom
add-sponsor-finder-skill
Feb 13, 2026
Merged

Add sponsor-finder skill#712
aaronpowell merged 3 commits intomainfrom
add-sponsor-finder-skill

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@ashleywolf
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@ashleywolf ashleywolf commented Feb 12, 2026

Sponsor Finder Skill

Teaches Copilot how to scan a GitHub repo's dependencies and find which ones accept sponsorship via GitHub Sponsors, Open Collective, Ko-fi, etc.

How it works

Users ask naturally: "find sponsorable dependencies in expressjs/express"

The skill teaches Copilot to:

  1. Fetch package.json from the target repo
  2. Resolve each dependency to its source GitHub repo via the npm registry
  3. Check the npm funding field + .github/FUNDING.yml for sponsorship info
  4. Group results by funding destination and present a report with direct sponsor links

Test results (expressjs/express)

  • 28 dependencies found
  • 9 have funding info (32%)
  • 3 unique funding destinations:
    • 🟠 Open Collective: express (7 deps)
    • 💜 ljharb via GitHub Sponsors (1 dep)
    • 💜 sindresorhus via GitHub Sponsors (1 dep)

Files changed

  • skills/sponsor-finder/SKILL.md — new skill
  • docs/README.skills.md — added to skills table

Use cases

  • OSPO teams evaluating which dependencies to sponsor
  • Building a sponsorship strategy for an org
  • Auditing dependency funding coverage

No bundled assets, no external dependencies — just a SKILL.md that uses get_file_contents and web_fetch.

Teaches Copilot how to scan a repo's dependencies and find which ones
accept sponsorship via GitHub Sponsors, Open Collective, etc.

Workflow:
1. Fetch package.json from target repo
2. Resolve each dep to source GitHub repo via npm registry
3. Check npm funding field + .github/FUNDING.yml
4. Group by maintainer, present report with sponsor links

Tested against expressjs/express: found 9/28 deps sponsorable (32%)
across 3 funding destinations.
Copilot AI review requested due to automatic review settings February 12, 2026 23:50
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Pull request overview

Adds a new Agent Skill (“sponsor-finder”) that guides Copilot through identifying funding/sponsorship options for a repository’s dependencies (primarily Node/npm), and indexes the skill in the skills catalog.

Changes:

  • Added skills/sponsor-finder/SKILL.md defining the sponsor-finding workflow (npm registry + FUNDING.yml checks) and report format.
  • Updated docs/README.skills.md to include the new skill in the skills table.

Reviewed changes

Copilot reviewed 2 out of 2 changed files in this pull request and generated 4 comments.

File Description
skills/sponsor-finder/SKILL.md New skill definition for scanning dependency manifests and producing a funding report.
docs/README.skills.md Adds “sponsor-finder” to the skills index table for discoverability.
Comments suppressed due to low confidence (1)

skills/sponsor-finder/SKILL.md:139

  • Step 6 says to group by GitHub Sponsors username from FUNDING.yml, but earlier steps explicitly treat npm funding URLs (including Open Collective, Ko-fi, etc.) as a primary source, and the output format includes non-GitHub destinations. As written, dependencies that only have npm funding (or non-GitHub FUNDING.yml entries) won’t fit the grouping logic. Please define grouping in terms of a normalized “funding destination” (platform + identifier/URL), not only GitHub Sponsors usernames.
## Step 6: Group by Maintainer

After checking all repos, group sponsorable dependencies by their GitHub Sponsors username (from the `github` field in FUNDING.yml).

For each maintainer, track:
- Their GitHub Sponsors URL
- How many dependencies they maintain (from this repo's dependency tree)
- The names of those dependencies

Sort maintainers by **number of dependencies** (most impact first).

Inspired by jshchnz/tribute, adds:
- Link verification: every funding URL is fetched before presenting
- Web search fallback: finds funding even without FUNDING.yml
- How Verified column: transparency about data source
- 5 ecosystems: npm, Python, Rust, Go, Ruby (was npm-only)
- Corporate-maintained package detection
- No Verified Funding Found section for unfunded deps
Major upgrade:
- deps.dev GetDependencies: full tree in one call (direct + transitive)
- deps.dev GetVersion: cross-ecosystem package→repo mapping (7 ecosystems)
- deps.dev GetProject: OSSF Scorecard health data per project
- Direct vs transitive column (✅ vs ⛓️)
- Health column from Scorecard Maintained check
- Actionable minimum: '💡 Sponsoring just N people covers all funded deps'
- Graceful fallback to registry APIs if deps.dev unavailable
@aaronpowell aaronpowell merged commit a14e858 into main Feb 13, 2026
8 of 9 checks passed
@aaronpowell aaronpowell deleted the add-sponsor-finder-skill branch February 13, 2026 00:25
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3 participants