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@intertwine intertwine released this 21 Apr 21:02
· 10 commits to main since this release
v0.2.0
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Learn about vigilant mode.

DSPy 3.2.x refresh for the skill pack. This release candidate moves the skills, references, manifests, and regression guards from DSPy 3.1.x assumptions to the real DSPy 3.2.0 surface, while adding a concrete example for the biggest new optimizer-facing capability.

Highlights

  • Retargeted the repo from DSPy 3.1.x / 3.1.3 to DSPy 3.2.x / 3.2.0 across README, skill docs, manifests, and maintainer guidance.
  • Added skills/dspy-gepa-optimizer/example_bettertogether.py, a dry-run-capable example of DSPy 3.2.0's generalized dspy.BetterTogether(metric=..., bootstrap=..., gepa=...) API.
  • Updated dspy-fundamentals to document 3.2.x type-mismatch warnings, warn_on_type_mismatch=False, and the new dspy.BaseLM capability/ContextWindowExceededError guidance for custom backends.
  • Updated dspy-rlm-module for DSPy 3.2.0's max_output_chars=10_000 default and kwargs-only tool dispatch.
  • Updated dspy-gepa-optimizer to explain the new BetterTogether chaining model while keeping plain GEPA as the default recommendation.
  • Added a regression guard against stale BetterTogether constructor guidance and flipped the RLM default guard to the 3.2.0 value.
  • Refreshed examples/01-rag-qa and examples/02-math-reasoning with clean DSPy 3.2.0 live reruns, and added per-example version_comparison.{md,json} files to make the old-vs-new story explicit.
  • Kept examples/03-invoice-extraction on its historical DSPy 3.1.3 artifact, with the 3.2.0 probe sweep documented instead of forcing a misleading saturated or unstable rerun.
  • Validated the install path end to end, including scripts/install.sh --dry-run, a temp-HOME install, and new guidance for UV_EXCLUDE_NEWER when uv hides DSPy 3.2.0.

Validation

  • uv run --with pytest python -m pytest tests/ -v → full suite passed
  • All 6 skill examples executed via --dry-run under DSPy 3.2.0
  • All 3 end-to-end examples executed via --dry-run under DSPy 3.2.0
  • Live reruns under DSPy 3.2.0:
    • examples/01-rag-qa → 75.77 -> 100.00 with openrouter/mistralai/ministral-3b-2512
    • examples/02-math-reasoning → 85.00 -> 93.33 with openrouter/mistralai/ministral-3b-2512
    • examples/03-invoice-extraction → probe sweep recorded saturation or instability; historical artifact retained
  • scripts/install.sh --dry-run and a temp-HOME install both matched the documented dual-target install flow
  • During release prep, local uv run --with dspy still resolved DSPy 3.1.3 on this machine, so the 3.2.0 smoke tests were run in an isolated environment installed from the official 3.2.0 wheel.
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