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+  "run": [
+    "apt-get update && apt-get install -y python3-pip && ln -s /usr/bin/python3 /usr/bin/python && rm -rf /var/lib/apt/lists/*",
+    "pip3 install --no-cache-dir --break-system-packages pytest==8.4.1 pandas==2.3.2 scipy==1.16.1",
+    "apt-get update && apt-get install -y nodejs npm && rm -rf /var/lib/apt/lists/*",
+    "mkdir -p /app /solution",
+    "npm init -y && npm install express body-parser"
+  ],
+  "env": {
+    "DEBIAN_FRONTEND": "noninteractive",
+    "TEST_DIR": "/tests"
+  },
+  "workdir": "/app",
+  "base_image": "ghcr.io/laude-institute/t-bench/ubuntu-24-04:20250624",
+  "copy": [
+    "app/server.js /app/server.js",
+    "app/preferences.js /app/preferences.js",
+    "app/utils.js /app/utils.js",
+    "app/test.js /app/test.js"
+  ]
+}
\ No newline at end of file
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+  "run": [
+    "apt-get update && apt-get install -y python3-pip && ln -s /usr/bin/python3 /usr/bin/python && rm -rf /var/lib/apt/lists/*",
+    "pip3 install --no-cache-dir --break-system-packages pytest==8.4.1 pandas==2.3.2 scipy==1.16.1",
+    "apt-get update && apt-get install -y --no-install-recommends nodejs npm && rm -rf /var/lib/apt/lists/*",
+    "mkdir -p /home/user/weather-app/src",
+    "npm init -y && npm install --save typescript rxjs @types/node && npx tsc --init --target ES2020 --module commonjs --lib ES2020 --moduleResolution node --esModuleInterop true --outDir ./dist"
+  ],
+  "env": {
+    "DEBIAN_FRONTEND": "noninteractive",
+    "TEST_DIR": "/tests"
+  },
+  "workdir": "/home/user/weather-app",
+  "base_image": "ghcr.io/laude-institute/t-bench/ubuntu-24-04:20250624",
+  "copy": [
+    "src/weather-service.ts /home/user/weather-app/src/weather-service.ts"
+  ]
+}
\ No newline at end of file
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+    "pip3 install --no-cache-dir --break-system-packages pytest==8.4.1 pandas==2.3.2 scipy==1.16.1",
+    "apt-get update && apt-get install -y --no-install-recommends nodejs npm && rm -rf /var/lib/apt/lists/*",
+    "mkdir -p /workspace",
+    "npm init -y && npm install mobx"
+  ],
+  "env": {
+    "DEBIAN_FRONTEND": "noninteractive",
+    "TEST_DIR": "/tests"
+  },
+  "workdir": "/workspace",
+  "base_image": "ghcr.io/laude-institute/t-bench/ubuntu-24-04:20250624",
+  "copy": [
+    ".termigen-copy/0000/todo-store.js /workspace/",
+    ".termigen-copy/0001/test-store.js /workspace/"
+  ]
+}
\ No newline at end of file
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+  "run": [
+    "apt-get update && apt-get install -y python3-pip && ln -s /usr/bin/python3 /usr/bin/python && rm -rf /var/lib/apt/lists/*",
+    "pip3 install --no-cache-dir --break-system-packages pytest==8.4.1 pandas==2.3.2 scipy==1.16.1",
+    "apt-get update && apt-get install -y --no-install-recommends nodejs npm && rm -rf /var/lib/apt/lists/*",
+    "apt-get update && apt-get install -y nodejs npm && rm -rf /var/lib/apt/lists/*",
+    "mkdir -p /workspace",
+    "npm install google-closure-compiler"
+  ],
+  "env": {
+    "DEBIAN_FRONTEND": "noninteractive",
+    "TEST_DIR": "/tests"
+  },
+  "workdir": "/workspace",
+  "base_image": "ghcr.io/laude-institute/t-bench/ubuntu-24-04:20250624",
+  "copy": [
+    ".termigen-copy/0000/calculator.js /workspace/",
+    ".termigen-copy/0001/test-api.js /workspace/"
+  ]
+}
\ No newline at end of file
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+    "apt-get update && apt-get install -y python3-pip && ln -s /usr/bin/python3 /usr/bin/python && rm -rf /var/lib/apt/lists/*",
+    "pip3 install --no-cache-dir --break-system-packages pytest==8.4.1 pandas==2.3.2 scipy==1.16.1",
+    "apt-get update && apt-get install -y git && rm -rf /var/lib/apt/lists/*",
+    "pip3 install --no-cache-dir --break-system-packages numpy scikit-learn",
+    "pip3 install --no-cache-dir --break-system-packages dvc",
+    "mkdir -p /workspace/ml_project/data/raw && mkdir -p /workspace/dvc_storage",
+    "git config --global user.email \"test@example.com\" && git config --global user.name \"Test User\" && git config --global init.defaultBranch main",
+    "git init && git add .gitignore train.py && git commit -m \"Initial commit with project files\""
+  ],
+  "env": {
+    "DEBIAN_FRONTEND": "noninteractive",
+    "TEST_DIR": "/tests"
+  },
+  "workdir": "/workspace/ml_project",
+  "base_image": "ghcr.io/laude-institute/t-bench/ubuntu-24-04:20250624",
+  "copy": [
+    "data/raw/transactions_2023.csv /workspace/ml_project/data/raw/",
+    "data/raw/transactions_2024_q1.csv /workspace/ml_project/data/raw/",
+    "data/raw/transactions_2024_q2.csv /workspace/ml_project/data/raw/",
+    "train.py /workspace/ml_project/",
+    ".gitignore /workspace/ml_project/"
+  ]
+}
\ No newline at end of file
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+    "apt-get update && apt-get install -y python3-pip && ln -s /usr/bin/python3 /usr/bin/python && rm -rf /var/lib/apt/lists/*",
+    "pip3 install --no-cache-dir --break-system-packages pytest==8.4.1 pandas==2.3.2 scipy==1.16.1",
+    "apt-get update && apt-get install -y curl gnupg && curl -fsSL https://www.mongodb.org/static/pgp/server-7.0.asc | gpg --dearmor -o /usr/share/keyrings/mongodb-server-7.0.gpg && echo \"deb [ arch=amd64,arm64 signed-by=/usr/share/keyrings/mongodb-server-7.0.gpg ] https://repo.mongodb.org/apt/ubuntu jammy/mongodb-org/7.0 multiverse\" | tee /etc/apt/sources.list.d/mongodb-org-7.0.list && apt-get update && apt-get install -y mongodb-org && curl -fsSL https://deb.nodesource.com/setup_18.x | bash - && apt-get install -y nodejs && rm -rf /var/lib/apt/lists/*",
+    "mkdir -p /app /data/db",
+    "npm init -y && npm install mongodb express body-parser"
+  ],
+  "env": {
+    "DEBIAN_FRONTEND": "noninteractive",
+    "TEST_DIR": "/tests"
+  },
+  "workdir": "/app",
+  "base_image": "ghcr.io/laude-institute/t-bench/ubuntu-24-04:20250624",
+  "copy": [
+    "app/auth.js /app/auth.js"
+  ]
+}
\ No newline at end of file
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diff --git a/termigen_v1/README.md b/termigen_v1/README.md
index 800d74db7a689aa4b8d7c79f6a59b006206a2314..8b7ccfbbe5ffc16b4645605b125f858f0567f871 100644
--- a/termigen_v1/README.md
+++ b/termigen_v1/README.md
@@ -2,8 +2,8 @@
 
 ## Dataset stats
 
-- **Tasks:** 3,566 original → 3,336 retained, all 3,336 patched; 230 archived.
-- **Image definitions:** 3,566 original → 3,336 retained task Dockerfiles (3,326 distinct); 3,336 runtime build contexts. No consolidation. Cached artifacts: none published yet.
+- **Tasks:** 3,566 original → 3,336 kept, all 3,336 patched; 230 archived.
+- **Image definitions:** 3,566 original → 3,336 kept task Dockerfiles (3,326 distinct); 3,336 runtime build contexts. No consolidation. Cached artifacts: none published yet.
 
 ## Dataset characteristics
 
@@ -24,12 +24,12 @@ Exploration, Error Recovery and Specification Adherence; specialized tasks also
 
 ## Per-stage breakdown
 
-Counts cover retained tasks; repair categories overlap. Archives are counted at their first failing stage.
+Counts cover kept tasks; repair categories overlap. Archives are counted at their first failing stage.
 
-- **Rule-based checks:** 3,336 timeout/anti-cheating instruction repairs (`check-instruction-suffix.sh`); 141 archived: 135 relative instruction paths (`check-task-absolute-path.sh`), 3 host-directory binds (`check-compose-host-binds.sh`), 3 host CPU-count calls (`check-nproc.sh`). These preserve recorded exclusions; file-reference and pip-pin findings were advisory.
-- **Build and setup:** 2,060 repaired for Apptainer and the Marin Harbor bridge with repository patches: 1,911 COPY destinations/renames, 149 files hidden by temporary mounts, 28 environment-variable expansions, 2 initial-file repairs, 1 missing build helper, 1 wildcard COPY. All 3,336 retained tasks passed. Another 54 archived: 12 missing/changed runtime files, 12 dependency failures, 9 incomplete checks, 7 startup failures, 6 absent COPY inputs, 3 image-preparation failures, 2 COPY collisions, 2 unsupported sidecars, 1 unavailable build command.
-- **Reference solution (reward 1):** skipped; no reference solutions.
+- **Build and setup:** 2,060 repaired for Apptainer and the Marin Harbor bridge with repository patches: 1,911 COPY destinations/renames, 149 files hidden by temporary mounts, 28 environment-variable expansions, 2 initial-file repairs, 1 missing build helper, 1 wildcard COPY. All 3,336 kept tasks passed. Another 54 archived: 12 missing/changed runtime files, 12 dependency failures, 9 incomplete checks, 7 startup failures, 6 absent COPY inputs, 3 image-preparation failures, 2 COPY collisions, 2 unsupported sidecars, 1 unavailable build command.
 - **No-op baseline (reward 0):** 3,336 passed; 35 archived: 2 rewarded no work, 28 ran no tests, 5 timed out. No verifier repairs.
+- **Reference solution (reward 1):** skipped; no reference solutions.
+- **Rule-based checks:** 3,336 timeout/anti-cheating instruction repairs (`check-instruction-suffix.sh`); 141 archived: 135 relative instruction paths (`check-task-absolute-path.sh`), 3 host-directory binds (`check-compose-host-binds.sh`), 3 host CPU-count calls (`check-nproc.sh`). These preserve recorded exclusions; file-reference and pip-pin findings were advisory.
 
 Uses [historical checks and reruns](https://huggingface.co/datasets/FWeindel/validated-tasks/blob/44b082b9ad564790321d6a569c8531ed14a3393f/runs/termigen-phases-1-3-5-6-7-preview-20261014.json). Teacher results did not determine retention.
 
@@ -44,4 +44,4 @@ Uses [historical checks and reruns](https://huggingface.co/datasets/FWeindel/val
 | Rule-based checks | **0.40 s** | **0.35 s** | 3,336 |
 | Build and setup | **60.62 s** | **71.32 s** | 3,336 |
 
-Retained tasks only. Rule-based time sums the recorded checks; build/setup measures environment start, inspection and stop, excluding image builds and verification.
+Kept tasks only. Rule-based time sums the recorded checks; build/setup measures environment start, inspection and stop, excluding image builds and verification.
diff --git a/termigen_v1/assets/image-cache-update.json b/termigen_v1/assets/image-cache-update.json
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@@ -0,0 +1,26 @@
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+  "tasks": 3336,
+  "archived": 230,
+  "bundles": 3336,
+  "artifact_count": 3348,
+  "remote_artifacts_verified": 3348,
+  "task_rows_unchanged": true,
+  "archive_unchanged": true,
+  "rebuilt": 0,
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+  "remote_download_restore_check": {
+    "passed": true,
+    "task": "R_package_dependency_missing_medium",
+    "published_rows_verified": 3336,
+    "remote_task_rows_unchanged": true,
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diff --git a/termigen_v1/tasks.parquet b/termigen_v1/tasks.parquet
index 69e44f3a0516c13a65c6742cd877963b189a6842..fba382f0c5f7778b831741da8582cf9159117ca0 100644
--- a/termigen_v1/tasks.parquet
+++ b/termigen_v1/tasks.parquet
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:6dca577d801258d35e41fe588db8eae7cc5c8bfb7ed14df40a9328cb6818c18b
-size 351307807
+oid sha256:26c6b3aedf76a59359bf152b669e69e3e2c468c2c2e125b6d8c30791f31565f4
+size 422749704
diff --git a/termigen_v2/README.md b/termigen_v2/README.md
index fe68e2c00abe8b1eaa1b36e3eaea3dbe3fdd7ea1..a91445d555c91e56fbf0cdd067420f394b7ba6b6 100644
--- a/termigen_v2/README.md
+++ b/termigen_v2/README.md
@@ -2,7 +2,7 @@
 
 ## Dataset stats
 
-- **Tasks:** 3,566 original; 3,336 in v1; **2,277 retained in v2**, all previously patched. 1,059 v1 tasks have no recorded successful attempt; 230 earlier exclusions remain in v1.
+- **Tasks:** 3,566 original; 3,336 in v1; **2,277 kept in v2**, all previously patched. 1,059 v1 tasks have no recorded successful attempt; 230 earlier exclusions remain in v1.
 - **Images:** reuse v1 environments and its cached images as they become available. No additional images or task repairs in v2.
 
 ## Dataset characteristics
@@ -36,7 +36,7 @@ All 3,336 evaluated task hashes match v1. V2 preserves task payloads exactly. Bu
 
 Missing rewards remain unknown, not failures (142 Coder attempts and 179 Instruct attempts). Excluded tasks are those without a recorded success, not confirmed defective tasks.
 
-### Successful attempts among retained tasks
+### Successful attempts among kept tasks
 
 | Instruct successes out of 4 | Tasks |
 | --- | ---: |
@@ -50,7 +50,7 @@ Per-task Coder evidence establishes whether a task was solved; exact per-task su
 
 ## Files and selecting tasks
 
-`tasks.parquet` contains retained tasks, `coder_solved`, `instruct_successes`, `instruct_missing_rewards` and `attempts_per_model`. `assets/selection.json` records every v1 task's selection and pins the source revision. Excluded payloads remain in that v1 revision; no duplicate archive Parquet is uploaded. `patch.py` reproduces this selection.
+`tasks.parquet` contains kept tasks, `coder_solved`, `instruct_successes`, `instruct_missing_rewards` and `attempts_per_model`. `metadata/selection.json` records every v1 task's selection and pins the source revision. Excluded payloads remain in that v1 revision; no duplicate archive Parquet is uploaded. `patch.py` reproduces this selection.
 
 ```python
 import pyarrow.parquet as pq
@@ -58,7 +58,7 @@ subset = pq.read_table("tasks.parquet", filters=[("instruct_successes", "=", 1)]
 pq.write_table(subset, "selected.parquet", compression="zstd")
 ```
 
-Traces will be uploaded.
+Saved teacher trajectories from [PR #20](https://huggingface.co/datasets/FWeindel/validated-tasks/discussions/20) are available in [traces/](traces/), with coverage and provenance in [traces/manifest.json](traces/manifest.json). The 70 Parquet shards contain 26,688 attempt records from both models across all 3,336 evaluated v1 tasks. Filter `retained_v2 == True` for the 2,277 tasks kept in v2. The manifest records 64 missing trajectories and 321 ungraded attempts; missing raw verifier rewards remain null. It also documents missing-reward metadata discrepancies for 103 tasks.
 
 ## Runtime
 
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+  "existing_missing_reward_metadata_note": "Some existing selection instruct_missing_rewards values are zero despite incomplete instruct_rewards lists. Original task files and selection are preserved; trace verifier_reward nulls and ungraded_attempts report the actual missing rewards. Per-task discrepancies are recorded per shard.",
+  "noncanonical_trajectory_policy": "Extra files outside the final-attempt paths of the canonical four results per task are excluded from pass@k; their relative paths are recorded per shard.",
+  "selection": "All four recorded attempts from each model for every evaluated v1 task, including tasks excluded from v2; retained_v2 marks the published v2 subset.",
+  "columns": {
+    "task_id": "Full canonical task name; trial directory names may be shortened.",
+    "content_sha256": "Evaluated task hash verified against the frozen contract and published v1.",
+    "attempt_id": "Canonical trial result UUID.",
+    "trajectory": "Saved agent/trajectory.json as JSON text; null when missing.",
+    "result": "Unmodified canonical result.json, verified against its final-attempt mirror.",
+    "verifier_reward": "Raw verifier reward; null remains unknown.",
+    "reward": "Raw reward when graded, otherwise 0 for lower-bound fixed-denominator pass@k.",
+    "retained_v2": "Whether the evaluated v1 task is in the published v2 task set."
+  },
+  "pass_at_k": "Fixed n=4 estimator averaged over all 3,336 evaluated tasks per model; ungraded rewards count as unsolved for these lower-bound estimates.",
+  "created_at": "2026-10-16T08:33:05.484292+00:00"
+}