Publish canonical Aider-style C++ RL runtime package

README.md

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+---
+license: other
+task_categories:
+- text-generation
+- reinforcement-learning
+language:
+- en
+tags:
+- code
+- cpp
+- aider
+- executable-reward
+---
+
+# GLM-4.7 Aider-style C++ RL tasks v2
+
+This access-controlled package contains 253 independently authored C++ repository-editing tasks used for executable-reward post-training of GLM-4.7-Flash.
+
+These are training tasks, not official Aider or Exercism benchmark tasks. The official 26-task Aider C++ evaluation set is not included and remains evaluation-only. The package proves zero official task-ID overlap.
+
+Each task provides an Aider whole-file-edit prompt, starter repository, controlled rubric, and hidden executable tests. Reference answers are not packaged. Training rewards response-format validity, compilation, partial executable-test progress, and complete test success.
+
+Package identity:
+
+- 253 tasks and 1,519 files
+- archive SHA-256: `97d70ca9e6ab3ef76141169b188e1049524bdbfa651b2420dbbd5c78968c7c59`
+- source manifest SHA-256: `b37653def2cdad8c2e927af30c4de6e979c3af3ef0ea66a66671d5e7ff18d1ee`
+- source tree SHA-256: `a8bb8030f7ec287eee4f5c19146374d6722ec5af310cad632ed5938e7280f686`
+
+`SHA256SUMS` binds the deterministic archive and manifests. Consumers must verify the pinned repository revision, checksums, task count, file allowlists, and hidden-test hashes before training.

SHA256SUMS

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+97d70ca9e6ab3ef76141169b188e1049524bdbfa651b2420dbbd5c78968c7c59  aider-cpp-rl-runtime.tar.gz
+51aef04806413d76fb2536a7c1d1956f01170410276ae0fd987981e454cb4b9a  artifact_manifest.json
+b37653def2cdad8c2e927af30c4de6e979c3af3ef0ea66a66671d5e7ff18d1ee  source_manifest.json

aider-cpp-rl-runtime.tar.gz

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+version https://git-lfs.github.com/spec/v1
+oid sha256:97d70ca9e6ab3ef76141169b188e1049524bdbfa651b2420dbbd5c78968c7c59
+size 294337

artifact_manifest.json

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+{
+  "archive": "aider-cpp-rl-runtime.tar.gz",
+  "archive_root": "aider_cpp_rl_tasks",
+  "archive_sha256": "97d70ca9e6ab3ef76141169b188e1049524bdbfa651b2420dbbd5c78968c7c59",
+  "contract": {
+    "official_26": "evaluation-only",
+    "official_task_id_overlap": [],
+    "reference_answers_packaged": false,
+    "response_format": "bare filename followed by a fenced complete-file listing, matching the complementary-530 SFT contract",
+    "reward": "secure in-repo executable reward: exact pass 1.0, recoverable format pass 0.9, failed tests 0.0, compile or timeout -0.5, invalid format -0.8, forbidden file or path -1.0",
+    "task_design": "distinct domains, APIs, identifiers, concrete cases, and executable tests; matched C++ skills and whole-file editing burden"
+  },
+  "counts": {
+    "files": 1519,
+    "tasks": 253
+  },
+  "kind": "glm47-aider-cpp-rl-runtime-archive",
+  "schema_version": 1,
+  "source_manifest_kind": "aider-cpp-rl-rubrics",
+  "source_manifest_sha256": "b37653def2cdad8c2e927af30c4de6e979c3af3ef0ea66a66671d5e7ff18d1ee",
+  "source_tree_sha256": "a8bb8030f7ec287eee4f5c19146374d6722ec5af310cad632ed5938e7280f686"
+}

source_manifest.json

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+{
+  "category_counts": {
+    "grid-matrix-image": 75,
+    "ordered-trees-indexes": 30,
+    "queues-buffers-caches-lists": 25,
+    "scheduling-simulation": 21,
+    "temporal-calendar": 63,
+    "text-sequence-encoding": 39
+  },
+  "contract": {
+    "official_26": "evaluation-only",
+    "official_task_id_overlap": [],
+    "reference_answers_packaged": false,
+    "response_format": "bare filename followed by a fenced complete-file listing, matching the complementary-530 SFT contract",
+    "reward": "secure in-repo executable reward: exact pass 1.0, recoverable format pass 0.9, failed tests 0.0, compile or timeout -0.5, invalid format -0.8, forbidden file or path -1.0",
+    "task_design": "distinct domains, APIs, identifiers, concrete cases, and executable tests; matched C++ skills and whole-file editing burden"
+  },
+  "counts": {
+    "categories": 6,
+    "families": 32,
+    "tasks": 253,
+    "terminal_executable_receipts": 253
+  },
+  "family_counts": {
+    "ascii-art-scaling": 17,
+    "binary-search-tree": 9,
+    "circular-buffer": 5,
+    "circular-deque": 8,
+    "clock-arithmetic": 9,
+    "countdown-timers": 7,
+    "cross-midnight-intervals": 5,
+    "date-difference": 4,
+    "duration-formatting": 9,
+    "elapsed-time-accumulation": 5,
+    "flood-fill": 3,
+    "future-date-calculations": 4,
+    "grid-ownership-mapping": 17,
+    "interval-scheduling": 11,
+    "leap-year-rule": 5,
+    "maze-to-graph": 3,
+    "nth-and-final-occurrences": 5,
+    "offset-aware-range-overlap": 7,
+    "ordered-registry": 12,
+    "overflow-safe-date-math": 3,
+    "pattern-printing": 3,
+    "producer-consumer-ring": 3,
+    "robot-simulation": 10,
+    "run-length-encoding": 16,
+    "run-length-image-encoding": 6,
+    "sequence-pattern": 16,
+    "skip-list": 4,
+    "sliding-window-maximum": 9,
+    "sparse-matrix-encoding": 9,
+    "table-pivot": 17,
+    "text-justification": 7,
+    "trie": 5
+  },
+  "kind": "aider-cpp-rl-rubrics",
+  "schema_version": 1,
+  "usage": {
+    "argument": {
+      "max_turns": 1,
+      "tasks_dir": "rubrics/aider_cpp_rl_tasks"
+    },
+    "data_builder": "glm47_posttraining.integrations.miles_aider_polyglot",
+    "environment": "in-repo Miles Aider C++ bridge",
+    "environment_code_changes_required": true,
+    "reward_function": "glm47_posttraining.integrations.miles_aider_polyglot.reward_func"
+  }
+}