release: v0.10.0 — template aliases to close stemmer-induced retrieval gaps#4
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…l gaps The Snowball stemmer maps "planning" -> "plann" and never strips "-ness", which left attune-rag's KeywordRetriever unable to match queries like "plan a feature" against tool-planning.md or "staleness" against tool-doc-audit.md. The retriever already weights template-frontmatter aliases (1.5x), so adding targeted aliases is the documented mechanism for closing these gaps without touching the retriever or stemmer. Templates updated ----------------- - concepts/tool-planning.md - concepts/tool-bug-predict.md - concepts/tool-fix-test.md - references/tool-deep-review.md - references/tool-doc-audit.md Each gains an aliases: list covering the natural-language phrasings that the stemmer's behavior excluded — e.g. "plan a feature", "sprint planning", "stale documentation", "PR review before merging". Result: 9 previously-failing golden retrieval tests now pass; full attune-help suite stays green at 246 tests. No code changes. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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PyPI received an attune-help 0.10.0 release on 2026-04-30 that did not contain the alias frontmatter shipped in #4. Since PyPI does not allow re-uploading the same version, this hot-fix bumps to 0.10.1 so the alias content (tool-planning, tool-bug-predict, tool-fix-test, tool-deep-review, tool-doc-audit) actually reaches package consumers. The 0.10.0 release on PyPI is being yanked separately so new installs resolve to 0.10.1; existing pins to ==0.10.0 keep working but get a deprecation warning. No code or template changes beyond pyproject + uv.lock version bump — the aliases were merged in commit da7f960 (#4). Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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Summary
aliases:frontmatter to 5 templates so attune-rag'sKeywordRetrievercan match natural-language phrasings the Snowball stemmer drops on the floor.Why
attune-rag's retriever stems both queries and template content with Snowball. The stemmer:
planning→plann, so a query like "plan a feature" never matchestool-planning.md.-ness, so "staleness" stems differently than "stale" and missestool-doc-audit.md.Rather than fight the stemmer (which would change retrieval behavior across the whole corpus), the retriever already provides a documented escape hatch: template
aliases:are weighted atALIASES_WEIGHT=1.5, same assummary. Adding targeted aliases lets the affected templates declare the phrasings the stemmer can't reach.Templates updated
concepts/tool-planning.mdconcepts/tool-bug-predict.mdconcepts/tool-fix-test.mdreferences/tool-deep-review.mdreferences/tool-doc-audit.mdVersion
0.9.1→0.10.0— minor bump to mark the corpus content change. The associated dep-pin fix on the consumer side ships in Smart-AI-Memory/attune-rag#3.Test plan
🤖 Generated with Claude Code