kubefleet-dev/kubefleet/ralph-two-pass-scan

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Cuts GitHub API calls by separating lightweight list scanning from full hydration

Install

npx vskill@latest install kubefleet-dev/kubefleet/ralph-two-pass-scan

SKILL.md

Skill: Ralph — Two-Pass Issue Scanning

Confidence: high Domain: work-monitoring Last validated: 2026-03-24

Context

Cuts GitHub API calls from N+1 to ~7 per round (~72% reduction) by separating list scanning from full hydration. Addresses the scanning inefficiency described in issue #596.

Pattern

Pass 1 — Lightweight Scan
gh issue list --state open --json number,title,labels,assignees --limit 100

Skip hydration if ANY of these match:

ConditionSkip reason
assignees non-empty AND no status:needs-reviewAlready owned
Labels contain status:blocked or status:waiting-externalExternally gated
Labels contain status:done or status:postponedClosed loop
Title matches stale/noisy pattern ([chore], [auto])Low-signal
Pass 2 — Selective Hydration

For each issue surviving Pass 1:

gh issue view <number> --json number,title,body,labels,assignees,comments,state

Then apply normal Ralph triage logic. Rule of thumb: hydrate ≤ 30% of scanned list. If more than 30% survive Pass 1, tighten filter rules.

Security

  • Security scanPassed, 95 of 100Pattern checks on the skill's files.
  • Model reviewPassed

See the full security report

Quality evaluation

  • Task evaluationNot runNo evaluation yet. Run one in Skill Studio.

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Source

Popularity

Repository stars
158
Repository forks
35
7-day trend score
25

Stars and forks are for the whole GitHub repository, not this skill alone. Refreshed 30 Aug 2026, a month ago.

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