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[Draft - DO NOT MERGE] bad-PR validation harness (local-eval mode)#72

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[Draft - DO NOT MERGE] bad-PR validation harness (local-eval mode)#72
saurabhrb wants to merge 5 commits into
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[Draft – DO NOT MERGE] Bad-PR validation harness (local-eval mode)

Throwaway harness for bad-PR gate validation. Establishes a green baseline so we can branch 3 bad-PR drafts off this branch and prove the eval gate discriminates real regressions per assertion.

Sibling PRs (untouched)

What this PR changes

  1. .azdo/DataversePluginEvals_PR.yml
  2. evals/tests/dv_data.biceval.json — drops the CortexConfigurations:Common/DeterministicAssertionEvaluator entry. In DisableEvaluationService mode that name would fall back to a local-file lookup and crash (it's the same root issue PR #416 fixes for the service-enabled path). Keeps Skills/correctness.prompty + SEVAL/LMChecklist.prompty. LMChecklist grades every verb-prefixed and natural-language assertion as a 0/1 checklist item — functionally equivalent for regression detection.

Expected outcome

  • All 3 tests in dv_data.biceval.json execute.
  • All assertions get scored (no skipped, no infra crash).
  • Pipeline green (or, at worst, a couple non-deterministic LMChecklist flips on the noisier prose assertions — that's the baseline noise floor we'll compare bad-PR runs against).

Next

Once this run is green, three bad-PR drafts branch off this harness — each introduces exactly one SKILL.md regression — and we confirm assertion-level discrimination per regression.

Closes when

After bad-PR evidence is captured and pasted on PR #70 / PR #416. Branch and PR closed unmerged; main never sees .azdo changes.

Saurabh Badenkal added 4 commits June 1, 2026 22:38
…/query/solution; convert dv_data to new format

Adds 3-4 tests per skill using the new generic deterministic-evaluator format introduced in LocalEvalRunner: each test file now enables CortexConfigurations:Common/DeterministicAssertionEvaluator with settings.supported_verbs=CONTAINS,NOT_CONTAINS,SKILL_LOADED alongside the correctness.prompty semantic judge. Ports the dev/evalsV0 baseline tests (connect_001, metadata_001, overview_001, query_001, solution_001) and adds 2-3 natural follow-up tests per skill covering env-file contract, no-hardcoded-secrets, schema create + lookup relationship, filtered/aggregate reads, and solution unpack/import/routing-trap. dv_data.biceval.json is updated in place to add the deterministic evaluator.
…t graded

Per LER PR-393 author guidance: DeterministicAssertionEvaluator only grades verb-prefixed assertions (CONTAINS/NOT_CONTAINS/SKILL_LOADED), and correctness.prompty scores against expected_response without seeing individual assertions. Without LMChecklist, natural-language assertions (those without a verb prefix) are unscored. Adds LMChecklist (Common/SEVAL/LMChecklist.prompty) to all six test files using the exact name + passing_score=3 + priority=1 shape the LER author published. Loader registration is already proven against the new format in Dataverse-skills PR #71's draft validation runs (LocalEvalRunner builds 20289122 and 20290419).
…ionService for local-eval mode

Bad-PR validation harness. Routes around the pre-existing LER->BICEP ASCII-headers bug by forcing local evaluation: LMChecklist.prompty grades each assertion (verb-prefixed and natural-language alike) via CAPI/AOAI locally. Drops the DeterministicAssertionEvaluator entry because in DisableEvaluationService mode it would fall through to a local file lookup and crash (same root issue LER PR #416 fixes for the service-enabled path). Harness PR is draft and closes unmerged; PR #70 (test files) and PR #416 (LER fixes) are untouched.
saurabhrb pushed a commit that referenced this pull request Jun 3, 2026
…range

Empirically verified across builds 20293660 (passing_score=3, 0/3 baseline pass) vs 20294895 (passing_score=1, 3/3 baseline pass) on the validation harness PR #72. LMChecklist returns binary 0/1 scores so a threshold of 3 marks every assertion failed regardless of agent quality.
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Closing -- validation harness / demo PR, no longer needed. Real coverage now lives in PR #70 (deterministic eval tests) and PR #68 (Cursor + auth unification).

@saurabhrb saurabhrb closed this Jun 3, 2026
@saurabhrb saurabhrb deleted the users/saurabhrb/badpr-harness branch June 3, 2026 03:24
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