Implement the 2 empty function bodies in specs/ml/recurrent/bilstm.t27

[gHashTag]

Closes #3711

Opened from the bee branch queen-3711, which was pushed but never turned into a pull request. Every changed path is inside the boundary the issue declares:

• specs/ml/recurrent/bilstm.t27

The acceptance criteria are structural and were checked by the swarm, not by a human; the review-side oracle is what decides whether the generated code compiles and passes its tests.

[github-actions]

📓 NotebookLM Notebook linked to this PR

• Notebook ID: b83263109fb055dc
• URL: https://notebooklm.google.com/notebook/b83263109fb055dc

This notebook contains session context, decisions, and artifacts for this work.

[github-actions]

PR Dashboard

Generated at: 2026-09-17 08:03:27 UTC

• Implement the 2 empty function bodies in specs/tri/graph/topological_sort.t27 #4137 Implement the 2 empty function bodies in specs/tri/graph/topological_sort.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 24 failing / 28 total
• Implement the 3 empty function bodies in specs/tri/graph/graph.t27 #4136 Implement the 3 empty function bodies in specs/tri/graph/graph.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 24 failing / 28 total
• Implement the 4 empty function bodies in specs/tri/graph/graph_bfs.t27 #4135 Implement the 4 empty function bodies in specs/tri/graph/graph_bfs.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 1 failing / 3 total
• Implement the 4 empty function bodies in specs/tri/graph/disjoint_set.t27 #4134 Implement the 4 empty function bodies in specs/tri/graph/disjoint_set.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 1 failing / 3 total
• Implement the 2 empty function bodies in specs/tri/encoding/msgpack.t27 #4133 Implement the 2 empty function bodies in specs/tri/encoding/msgpack.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 1 failing / 3 total
• Implement the 2 empty function bodies in specs/tri/encoding/mime.t27 #4132 Implement the 2 empty function bodies in specs/tri/encoding/mime.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 24 failing / 28 total
• Implement the 2 empty function bodies in specs/tri/encoding/markup.t27 #4131 Implement the 2 empty function bodies in specs/tri/encoding/markup.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 24 failing / 28 total
• Implement the 3 empty function bodies in specs/tri/encoding/json.t27 #4130 Implement the 3 empty function bodies in specs/tri/encoding/json.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 1 failing / 3 total
• Implement the 4 empty function bodies in specs/tri/encoding/csv.t27 #4129 Implement the 4 empty function bodies in specs/tri/encoding/csv.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 1 failing / 3 total
• Implement the 2 empty function bodies in specs/tri/encoding/bson.t27 #4128 Implement the 2 empty function bodies in specs/tri/encoding/bson.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 24 failing / 28 total
• Implement the 3 empty function bodies in specs/tri/crypto/rsa.t27 #4127 Implement the 3 empty function bodies in specs/tri/crypto/rsa.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 24 failing / 28 total
• Implement the 2 empty function bodies in specs/tri/crypto/reed_solomon.t27 #4126 Implement the 2 empty function bodies in specs/tri/crypto/reed_solomon.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 24 failing / 28 total
• Implement the 3 empty function bodies in specs/tri/crypto/hmac.t27 #4125 Implement the 3 empty function bodies in specs/tri/crypto/hmac.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 24 failing / 28 total
• Implement the 4 empty function bodies in specs/tri/crypto/hex.t27 #4124 Implement the 4 empty function bodies in specs/tri/crypto/hex.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 1 failing / 3 total
• specs/functions: render-job-run, morph-images-generate -- a failed delivery is not delivered #4123 specs/functions: render-job-run, morph-images-generate -- a failed delivery is not delivered | Created: 2026-09-17 | Updated: 2026-09-17 | 25 failing / 28 total
• Implement the 3 empty function bodies in specs/tri/crypto/ecc.t27 #4121 Implement the 3 empty function bodies in specs/tri/crypto/ecc.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 24 failing / 28 total
• Implement the 6 empty function bodies in specs/tri/crypto/base64.t27 #4120 Implement the 6 empty function bodies in specs/tri/crypto/base64.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 1 failing / 3 total
• Implement the 3 empty function bodies in specs/tri/crypto/base32.t27 #4119 Implement the 3 empty function bodies in specs/tri/crypto/base32.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 24 failing / 28 total
• Implement the 3 empty function bodies in specs/tri/collections/variant.t27 #4118 Implement the 3 empty function bodies in specs/tri/collections/variant.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 24 failing / 28 total
• Implement the 4 empty function bodies in specs/tri/collections/state.t27 #4117 Implement the 4 empty function bodies in specs/tri/collections/state.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 24 failing / 28 total
• specs/functions: payment-ai-server-process -- claim-invoice before crediting #4116 specs/functions: payment-ai-server-process -- claim-invoice before crediting | Created: 2026-09-17 | Updated: 2026-09-17 | 25 failing / 28 total
• Map the element type of a sized array (seal moved, Architect-approved) #4114 Map the element type of a sized array (seal moved, Architect-approved) | Created: 2026-09-17 | Updated: 2026-09-17 | 30 failing / 34 total
• specs/functions: crm-proactive-sweep -- one step per seller after the 502 runs #4113 specs/functions: crm-proactive-sweep -- one step per seller after the 502 runs | Created: 2026-09-17 | Updated: 2026-09-17 | 25 failing / 28 total
• Implement the 5 empty function bodies in specs/tri/collections/stack.t27 #4111 Implement the 5 empty function bodies in specs/tri/collections/stack.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 1 failing / 3 total
• Implement the 3 empty function bodies in specs/tri/collections/skip_list.t27 #4110 Implement the 3 empty function bodies in specs/tri/collections/skip_list.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 24 failing / 28 total
• Implement the 4 empty function bodies in specs/tri/collections/set.t27 #4109 Implement the 4 empty function bodies in specs/tri/collections/set.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 24 failing / 28 total
• Implement the 5 empty function bodies in specs/tri/collections/ring_buffer.t27 #4108 Implement the 5 empty function bodies in specs/tri/collections/ring_buffer.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 24 failing / 28 total
• Implement the 5 empty function bodies in specs/tri/collections/queue.t27 #4107 Implement the 5 empty function bodies in specs/tri/collections/queue.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 24 failing / 28 total
• Implement the 6 empty function bodies in specs/tri/collections/priority_queue.t27 #4106 Implement the 6 empty function bodies in specs/tri/collections/priority_queue.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 1 failing / 3 total
• Implement the 4 empty function bodies in specs/tri/collections/option.t27 #4105 Implement the 4 empty function bodies in specs/tri/collections/option.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 1 failing / 3 total
• Implement the 6 empty function bodies in specs/tri/collections/map.t27 #4104 Implement the 6 empty function bodies in specs/tri/collections/map.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 24 failing / 28 total
• Implement the 3 empty function bodies in specs/tri/collections/lru.t27 #4103 Implement the 3 empty function bodies in specs/tri/collections/lru.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 24 failing / 28 total
• Implement the 3 empty function bodies in specs/tri/collections/lru_cache.t27 #4102 Implement the 3 empty function bodies in specs/tri/collections/lru_cache.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 24 failing / 28 total
• Implement the 3 empty function bodies in specs/tri/collections/lockfree_stack.t27 #4101 Implement the 3 empty function bodies in specs/tri/collections/lockfree_stack.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 24 failing / 28 total
• Implement the 7 empty function bodies in specs/tri/collections/list.t27 #4100 Implement the 7 empty function bodies in specs/tri/collections/list.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 24 failing / 28 total
• Implement the 5 empty function bodies in specs/tri/collections/linked_list.t27 #4099 Implement the 5 empty function bodies in specs/tri/collections/linked_list.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 24 failing / 28 total
• Implement the 3 empty function bodies in specs/tri/collections/interval.t27 #4098 Implement the 3 empty function bodies in specs/tri/collections/interval.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 24 failing / 28 total
• Implement the 6 empty function bodies in specs/tri/collections/deque.t27 #4097 Implement the 6 empty function bodies in specs/tri/collections/deque.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 1 failing / 3 total
• Implement the 5 empty function bodies in specs/tri/collections/circular_buffer.t27 #4096 Implement the 5 empty function bodies in specs/tri/collections/circular_buffer.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 1 failing / 3 total
• Implement the 3 empty function bodies in specs/tri/collections/btree.t27 #4095 Implement the 3 empty function bodies in specs/tri/collections/btree.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 24 failing / 28 total
• Implement the 8 empty function bodies in specs/tri/collections/bitvector.t27 #4094 Implement the 8 empty function bodies in specs/tri/collections/bitvector.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 1 failing / 3 total
• Implement the 10 empty function bodies in specs/tri/collections/bitmap.t27 #4093 Implement the 10 empty function bodies in specs/tri/collections/bitmap.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 1 failing / 3 total
• Implement the 9 empty function bodies in specs/tri/collections/array.t27 #4092 Implement the 9 empty function bodies in specs/tri/collections/array.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 24 failing / 28 total
• Implement the 10 empty function bodies in specs/tools/tri_to_t27_converter.t27 #4091 Implement the 10 empty function bodies in specs/tools/tri_to_t27_converter.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 24 failing / 28 total
• Implement the 11 empty function bodies in specs/storage/lock.t27 #4090 Implement the 11 empty function bodies in specs/storage/lock.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 24 failing / 28 total
• Implement the 4 empty function bodies in specs/nn/hslm.t27 #4089 Implement the 4 empty function bodies in specs/nn/hslm.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 24 failing / 28 total
• Implement the 11 empty function bodies in specs/ml/transformer/norm.t27 #4088 Implement the 11 empty function bodies in specs/ml/transformer/norm.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 1 failing / 3 total
• Implement the 9 empty function bodies in specs/ml/transformer/mha_block.t27 #4087 Implement the 9 empty function bodies in specs/ml/transformer/mha_block.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 1 failing / 3 total
• Implement the 3 empty function bodies in specs/ml/transformer/encoder_block.t27 #4086 Implement the 3 empty function bodies in specs/ml/transformer/encoder_block.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 24 failing / 28 total
• Implement the 4 empty function bodies in specs/ml/rl/sac_critic.t27 #4085 Implement the 4 empty function bodies in specs/ml/rl/sac_critic.t27 | Created: 2026-09-17 | Updated: 2026-09-17 | 24 failing / 28 total

Summary

Status	Count
Total Open PRs	50
PRs with Failing Checks	0
PRs with All Checks Green	50
READY	0
FAILING	0
PENDING	0
NO CHECKS YET	0

These columns do not partition: 0 + 0 + 0 + 0 = 0, and there are 50 open PRs. A PR is being counted twice or not at all.

Seal Status

• ⚠️ STALE -- sha256(compiler.rs)=8932aae0c5a9 != manifest seal=87e5cbd3ad94.
  The committed NMSE numbers were certified against an older compiler.rs.
  Run scripts/reseal-check.sh locally for the two-step reseal command (advisory; not a merge gate).