Install any skill in seconds. Free to start, no credit card required.
Get Started Free →jsonbored/contributor-pipeline-gardening
Maintenance of the contributor issue pipeline for JSONbored/awesome-claude (HeyClaude) — closing issues that are already done but not marked so, and keeping a small, high-value contributor-available backlog stocked with real website/content/feature/bugfix work. Runs every ~24h via a dedicated scheduled task. Invoke for "run the issue gardening", "audit open issues for stale/complete ones", "generate new contributor issues", or any recurring/scheduled run of this process. `reference.md` (next to
Passed 16 of 19 test cases with the skill, and 7 of 19 without it.
and 8 more in the full report
10 fixed8 passed either way4 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.
Should we label our newly created gardening issues in JSONbored/awesome-claude with size:medium, category:web, or submission-pending?
| Checked | Without skill | With skill |
|---|---|---|
| Excludes size, category, contributor, pr, and submission labels from issue creation. | Missed | Passed |
The instructions your model reads when the skill loads.
HeyClaude is a curated registry/directory of Claude and AI-workflow assets, plus the website
(apps/web), registry/schema library (packages/registry), and MCP package (packages/mcp)
that serve it. This is a much smaller, quieter repo than loopover/metagraphed — as of
2026-07-17 it had zero open gittensor:*-labeled issues and a thin, fully-closed 2-milestone
history. This skill exists to build and then maintain a small, deliberately curated backlog —
15-25 contributor-available issues, not 50-100 — because padding a codebase this size to a
larger number would mean weak/duplicate issues, which is explicitly worse than a smaller real
backlog here.
Confirmed by the maintainer, 2026-07-17: contributors here have recently gravitated to
test(...): cover X PRs — real tests, but zero behavior change, added purely to nudge Codecov's
codecov/patch: 70% bar (a soft, easily-hit target — unlike loopover's 99% gate, 70% patch
coverage is trivially satisfied by testing already-written code). A second anti-pattern found
during this skill's initial research: issue #550 (a "growth sprint" umbrella with a long child
checklist) was being farmed almost entirely for its single easiest repeatable pattern — wiring
one more page into the existing intent-event/analytics-click convention, dozens of
near-identical PRs (#5205, #5202, #5201, ... #5168, all Made with Cursor), rather than any of
the umbrella's harder, more valuable child issues.
Never generate a standalone test(...): cover X issue. A regression test attached to a real
bug fix is fine and expected (see the template in reference.md); a test-only issue with no
behavior change is not. Never generate more instances of an already-being-farmed shallow
repeatable pattern (check open issues and recent merged-PR titles for a dense run of
near-identical titles before filing anything that looks like "wire pattern X into one more
file/page/route" — if 5+ near-identical PRs already exist for the same pattern, that vein is
farmed out, not a gardening opportunity). The whole point of this skill is issues that "drive
real value... website/content/features grow... fix bugs/issues in frontend/backend" (the
maintainer's own words) — not more of what a low-effort automated farmer already does better and
faster than a well-scoped issue ever could.
content/ (the curated directory entries themselves) is a legitimate, real contribution surface
per .gittensory.yml's wantedPaths — but content submissions are explicitly PR-first, with
linkedIssuePolicy: optional and issueDiscoveryPolicy: discouraged, routed through a private
submission gate that doesn't need or want a GitHub issue first. **This skill does not generate
test cases passed, vs 7 / 19 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.