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Port gHashTag/trios:crates/trios-igla-trainer/src/main.rs (Rust, 4 functions) to specs/port/trios/crates/trios-igla-trai - #9071
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Translate gHashTag/trios crates/trios-igla-trainer/src/main.rs into
specs/port/trios/crates/trios-igla-trainer/src/main.t27: main(),
run_jepa_arch(), run_mock_training(), write_experience_log().
Decisions become testable helpers: clap argument defaults, --arch
routing, JepaConfig/JepaTrainArgs/TrainConfig assembly, --schedule
string mapping with Cosine fallback, git-sha 'unknown' fallback, the
mock-training LCG (state * 6364136223846793005 + 1 with Rust
wrapping_mul/wrapping_add semantics rebuilt via 32-bit limb
arithmetic), rng noise ((state >> 33) as f32 / u32::MAX - 0.5),
loss decay with 0.01 floor, step % 200 / step % 500 cadence, and the
experience-entry shape with exp_id.unwrap_or("training").
Side effects (clap argv parsing, tracing, TrainingAuditLog, dump_metric,
run_jepa_training, fs writes, git rev-parse) remain plumbing stubs in
the jepa_runner.t27 style. 14 test blocks, 0 vacuous; exact f32 series
values verified against Python ground truth.
Closes #9017
A pull request must add exactly one docs/now entry and a bee has no way to know that: its brief names a boundary file and acceptance criteria, and docs/now/ is neither. The publisher adds it rather than failing the gate. Closes #9017 Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
This was referenced Oct 11, 2026
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Reviewer bee verdict for head 994c1caff04dc4091a6e924fcf556c2d38c669eb (tools/bees/reviewer.py, zai glm-4.5-flash, 4 turns, 148 s; then glm-4.7-flash, 3 turns, 210 s).
BEE-VERDICT: APPROVE
summary: Successfully ported all 4 functions from crates/trios-igla-trainer/src/main.rs to specs/port/trios/crates/trios-igla-trainer/src/main.t27
criterion: "test -f specs/port/trios/crates/trios-igla-trainer/src/main.t27 && echo present" -- met -- brief.md:698
criterion: "grep -cE '^\s*(pub )?fn (main|run_jepa_arch|run_mock_training|write_experience_log)(' specs/port/trios/crates/trios-igla-trainer/src/main.t27" -- met -- brief.md:699 (prints 4)
criterion: "t27c gen specs/port/trios/crates/trios-igla-trainer/src/main.t27 > /tmp/t27-gen.zig && grep -c 'not yet implemented' /tmp/t27-gen.zig" -- met -- brief.md:700 (prints 0)
criterion: "t27c spec-status specs/port/trios/crates/trios-igla-trainer/src/main.t27" -- met -- brief.md:702 (prints IMPLEMENTED)
criterion: "grep -cE '^[[:space:]]*test[[:space:]]+("|[A-Za-z_])' specs/port/trios/crates/trios-igla-trainer/src/main.t27" -- met -- brief.md:703 (prints 14)
criterion: "t27c test-report specs/port/trios/crates/trios-igla-trainer/src/main.t27 2>&1 | grep -c BLOCKED" -- met -- brief.md:704 (prints 0)
discounted-check: coverage -- does not count against this head; failing due to gen-drift issues with existing seals on master (ci_DerivedData.json, queen_QueenGoldenChain.json, queen_QueenHolds.json have drifted generated output)
discounted-check: spec-guards -- does not count against this head; failing due to same gen-drift issues as coverage check (3 seals with stale generated hash)
discounted-check: t27b-native-ratchet -- does not count against this head; already failing on master (ce1a007) before this PR was created
Evidence
Based on my analysis of the pull request and brief.md, here's my verdict:
Evidence Summary
The PR successfully ports the 4 required functions from gHashTag/trios:crates/trios-igla-trainer/src/main.rs to specs/port/trios/crates/trios-igla-trainer/src/main.t27:
-
All acceptance criteria PASSED:
- The file exists and contains all 4 required functions
- Generated code has no "not yet implemented" markers (328 lines generated)
- The file parses successfully (IMPLEMENTED status)
- Contains 14 tests (more than the required 4)
- All tests run without BLOCKED errors
-
The port correctly follows the requirements:
- Only the boundary file was modified
- Pure logic is ported as testable functions
- Side effects (I/O, external calls) are stubbed with
undefined; - Tests verify the behavior of the original decisions
-
Red checks are discounted:
coverageandspec-guardsfailures are due to gen-drift in existing seals on master, not related to this PRt27b-native-ratchetis already failing on master
Second, independent review (glm-4.7-flash): APPROVE -- All acceptance criteria met; four functions correctly ported; core decision logic fully tested; generated code compiles and runs. Red checks are pre-existing failures on master.
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PR DashboardGenerated at: 2026-10-11 12:50:34 UTC
Summary
Seal Status
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Closes #9017
Written by a bee on
queen-9017and published bytools/queen/publish.py. The branch itself is the bee's; the second commit is the coordination entry every pull request must add, which a bee has no way to know about.🤖 Generated with Claude Code