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Add human-reviewed GitHub inspection pipeline - #1

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leadingproblemsolver wants to merge 7 commits into
mainfrom
agent/github-review-pipeline
Draft

Add human-reviewed GitHub inspection pipeline#1
leadingproblemsolver wants to merge 7 commits into
mainfrom
agent/github-review-pipeline

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@leadingproblemsolver

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What changed

  • added a standard-library GitHub issue discovery and scoring script
  • mapped LCE's implemented capabilities to precise issue-search language
  • added deterministic relevance, intent, recency, validation, and spam scoring
  • added JSON and Markdown review-queue outputs
  • added a twice-weekly/manual GitHub Action that uploads the queue as an artifact
  • added unit coverage for search construction and qualification behavior
  • documented the value-first response gate, inspection-readiness gate, and controlled weekly operating target

Why

The repository needs a repeatable path from its actual mechanisms—source-linked operational memory, deterministic ingestion, context packs, SQLite, CLI, and read-only API—to engineers already experiencing context loss, provenance gaps, stale state, and handoff failures.

The pipeline intentionally stops before public engagement. It produces a human review queue rather than automated comments, protecting maintainer trust and forcing technical relevance before any repository mention.

Impact

This creates an inspectable acquisition loop:

LCE capability → live issue → qualification → human technical help → optional contextual repo reference → repository inspection → feedback/issue/PR/star.

Validation

  • branch is 7 commits ahead of main and contains six scoped file changes
  • unit tests cover query safety filters, high-signal qualification, and bot/stale penalties
  • workflow uses Python 3.12 and only the standard library

Runtime tests were not executed in this environment because GitHub CLI/network-backed checkout tooling was unavailable; the PR is left as draft for CI and human review.

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