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.gitattributes

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LICENSE

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+MIT License
+
+Copyright (c) 2026 Herrieson
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.

README.md

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----
-license: mit
----
+---
+license: mit
+language:
+- zh
+- en
+task_categories:
+- text-generation
+- question-answering
+pretty_name: ClawBenchPro
+tags:
+- agent-benchmark
+- workplace
+- tool-use
+- multi-turn
+- skills
+- nanoclaw
+size_categories:
+- 1K<n<10K
+---
+
+# ClawBenchPro
+
+ClawBenchPro is a compact, builder-based workplace-agent benchmark package exported from Nanoclaw.
+It contains task YAML files, prompts, task-local environment builders, skills, evaluation manifests,
+provenance metadata, and checksums.
+
+## Included Splits
+
+| Dataset | Tasks | Groups |
+|---|---:|---|
+| `round_01_aligned_mix_800` | 800 | `base`, `hard_aligned`, `multi_turn_aligned`, `skills_aligned` |
+| `persona_aligned_mix_200` | 200 | `base`, `hard`, `multi_turn`, `skills` |
+
+## Directory Layout
+
+```text
+ClawBenchPro/
+├── README.md
+├── LICENSE
+├── dataset_index.jsonl
+├── manifest.json
+├── checksums.sha256
+├── round_01_aligned_mix_800/
+└── persona_aligned_mix_200/
+```
+
+Each dataset directory contains:
+
+- `tasks/`: task YAML files, prompts, and task-local `env_builder.py` builders.
+- `skills/`: packaged skills referenced by task YAML files.
+- `eval_manifests/`: group-level manifests and task id lists.
+- `provenance/`: sanitized construction metadata.
+- `manifest.json`: dataset-level metadata.
+- `checksums.sha256`: dataset-level file checksums.
+
+Prebuilt `assets/` directories are intentionally not included to keep the Hugging Face repository
+compact. Each task includes an `env_builder.py` that can materialize `assets/<task_id>/` on demand.
+
+## Usage
+
+After downloading the dataset, point Nanoclaw or compatible runners at the YAML tasks under:
+
+```text
+round_01_aligned_mix_800/tasks/*.yaml
+persona_aligned_mix_200/tasks/*.yaml
+```
+
+Group manifests are available under `eval_manifests/` for category-level analysis.
+
+To materialize one task environment manually:
+
+```bash
+cd round_01_aligned_mix_800
+python tasks/data_round_01_aligned_mix_800_0001/env_builder.py
+```
+
+This creates:
+
+```text
+round_01_aligned_mix_800/assets/data_round_01_aligned_mix_800_0001/
+```
+
+Nanoclaw's batch runner can also invoke these builders automatically before each task run.
+
+To materialize assets in batches from the repository root:
+
+```bash
+python materialize_assets.py --dataset round_01_aligned_mix_800 --workers 8
+python materialize_assets.py --dataset persona_aligned_mix_200 --workers 8
+```
+
+## Dataset Index
+
+`dataset_index.jsonl` provides one row per task with:
+
+```text
+dataset, task_id, category, task_file, asset_dir, prompt_files, skill_count
+```
+
+The full task definitions remain in the YAML files.
+
+## License
+
+This package is released under the MIT License. See `LICENSE`.
+
+## Notes
+
+- The package is intended as a benchmark artifact rather than a tabular training dataset.
+- Some tasks intentionally contain synthetic keys, internal URLs, noisy logs, broken files, or
+  policy-sensitive strings as part of the benchmark environment. These are benchmark fixtures,
+  not operational credentials.
+- Build-time local absolute paths have been removed from the Hugging Face-ready package.

manifest.json

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+{
+  "package_name": "ClawBenchPro",
+  "created_at": "2026-05-06T07:47:40.032231+00:00",
+  "source_package": "published_datasets/nanoclaw_workplace_suite",
+  "format": "huggingface_dataset_repository",
+  "license": "MIT",
+  "datasets": [
+    {
+      "name": "round_01_aligned_mix_800",
+      "title": "Round 01 Aligned Mix 800",
+      "root": "round_01_aligned_mix_800",
+      "task_count": 800,
+      "group_counts": {
+        "base": 200,
+        "hard_aligned": 200,
+        "multi_turn_aligned": 200,
+        "skills_aligned": 200
+      },
+      "files": 5552,
+      "bytes": 24965910,
+      "checksums": "round_01_aligned_mix_800/checksums.sha256"
+    },
+    {
+      "name": "persona_aligned_mix_200",
+      "title": "Persona Aligned Mix 200",
+      "root": "persona_aligned_mix_200",
+      "task_count": 200,
+      "group_counts": {
+        "base": 50,
+        "hard": 50,
+        "multi_turn": 50,
+        "skills": 50
+      },
+      "files": 1190,
+      "bytes": 6851989,
+      "checksums": "persona_aligned_mix_200/checksums.sha256"
+    }
+  ]
+}

materialize_assets.py

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+#!/usr/bin/env python3
+from __future__ import annotations
+
+import argparse
+from concurrent.futures import ThreadPoolExecutor, as_completed
+from pathlib import Path
+import subprocess
+import sys
+
+
+DATASETS = ("round_01_aligned_mix_800", "persona_aligned_mix_200")
+
+
+def main() -> int:
+    parser = argparse.ArgumentParser(description="Materialize ClawBenchPro task assets from env_builder.py files.")
+    parser.add_argument("--dataset", choices=DATASETS, help="Only materialize one dataset.")
+    parser.add_argument("--task-id", action="append", default=[], help="Only materialize a specific task id. May be repeated.")
+    parser.add_argument("--task-ids-file", help="Text file containing one task id per line.")
+    parser.add_argument("--workers", type=int, default=1, help="Number of builder processes to run concurrently.")
+    args = parser.parse_args()
+
+    root = Path(__file__).resolve().parent
+    selected_datasets = (args.dataset,) if args.dataset else DATASETS
+    task_ids = set(args.task_id)
+    if args.task_ids_file:
+        task_ids.update(
+            line.strip()
+            for line in Path(args.task_ids_file).read_text(encoding="utf-8").splitlines()
+            if line.strip()
+        )
+
+    builders: list[Path] = []
+    for dataset in selected_datasets:
+        tasks_root = root / dataset / "tasks"
+        for builder in sorted(tasks_root.glob("*/env_builder.py")):
+            if task_ids and builder.parent.name not in task_ids:
+                continue
+            builders.append(builder)
+
+    if not builders:
+        print("No env_builder.py files matched.", file=sys.stderr)
+        return 1
+
+    failures: list[tuple[Path, int]] = []
+    with ThreadPoolExecutor(max_workers=max(1, args.workers)) as pool:
+        futures = {pool.submit(run_builder, builder): builder for builder in builders}
+        completed = 0
+        for future in as_completed(futures):
+            builder = futures[future]
+            completed += 1
+            returncode = future.result()
+            if returncode:
+                failures.append((builder, returncode))
+                print(f"[FAIL] {completed}/{len(builders)} {builder} exited {returncode}", file=sys.stderr)
+            else:
+                print(f"[OK] {completed}/{len(builders)} {builder.parent.name}")
+
+    if failures:
+        print(f"{len(failures)} builder(s) failed.", file=sys.stderr)
+        return 1
+    print(f"Materialized assets for {len(builders)} task(s).")
+    return 0
+
+
+def run_builder(builder: Path) -> int:
+    proc = subprocess.run([sys.executable, str(builder)], cwd=str(builder.parents[2]))
+    return proc.returncode
+
+
+if __name__ == "__main__":
+    raise SystemExit(main())

persona_aligned_mix_200/README.md

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+# Persona Aligned Mix 200
+
+200-task workplace suite spanning base, multi_turn, hard, and skills groups.
+
+## Layout
+
+- `tasks/`: task YAML files and task-local directories.
+- `tasks/prompts/`: prompt files referenced by the YAML bundles.
+- `assets/`: frozen initial workspaces generated from the task builders.
+- `skills/`: global task-local skills referenced by the task YAML files.
+- `eval_manifests/`: group-wise manifests and task id lists.
+- `provenance/`: original staging manifests copied for traceability.
+- `manifest.json`: machine-readable package summary.
+- `checksums.sha256`: file inventory for integrity checks.
+
+## Counts
+
+- Tasks: 200
+- base: 50
+- multi_turn: 50
+- hard: 50
+- skills: 50
+
+This directory is self-contained and does not depend on `.staging`.

persona_aligned_mix_200/manifest.json

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+{
+  "name": "persona_aligned_mix_200",
+  "title": "Persona Aligned Mix 200",
+  "description": "200-task workplace suite spanning base, multi_turn, hard, and skills groups.",
+  "root": "persona_aligned_mix_200",
+  "created_at": "2026-05-05T11:26:22.481985+00:00",
+  "source_staging_root": ".staging/persona_aligned_mix_200",
+  "task_count": 200,
+  "group_order": [
+    "base",
+    "multi_turn",
+    "hard",
+    "skills"
+  ],
+  "group_counts": {
+    "base": 50,
+    "multi_turn": 50,
+    "hard": 50,
+    "skills": 50
+  },
+  "task_manifest": "import_manifest.jsonl",
+  "selection_manifest": "selection_manifest.jsonl",
+  "eval_manifests": {
+    "base": {
+      "jsonl": "eval_manifests/base.jsonl",
+      "task_ids": "eval_manifests/base.task_ids"
+    },
+    "multi_turn": {
+      "jsonl": "eval_manifests/multi_turn.jsonl",
+      "task_ids": "eval_manifests/multi_turn.task_ids"
+    },
+    "hard": {
+      "jsonl": "eval_manifests/hard.jsonl",
+      "task_ids": "eval_manifests/hard.task_ids"
+    },
+    "skills": {
+      "jsonl": "eval_manifests/skills.jsonl",
+      "task_ids": "eval_manifests/skills.task_ids"
+    }
+  },
+  "files": {
+    "count": 26411,
+    "bytes": 178577935,
+    "checksums": "checksums.sha256"
+  },
+  "skills": {
+    "count": 130,
+    "slugs": [
+      "data-persona-aligned-skills-50-0001-legacy-raft-parser-skill",
+      "data-persona-aligned-skills-50-0001-smart-raft-analyzer-skill",
+      "data-persona-aligned-skills-50-0002-legacy-conan-indexer",
+      "data-persona-aligned-skills-50-0002-spire-graph-query",
+      "data-persona-aligned-skills-50-0003-community-bio-wiki-skill",
+      "data-persona-aligned-skills-50-0003-nanopore-official-db-skill",
+      "data-persona-aligned-skills-50-0003-pod5-to-fastq-exporter-skill",
+      "data-persona-aligned-skills-50-0004-onboard-npu-classifier-skill",
+      "data-persona-aligned-skills-50-0004-pcap-can-extractor-skill",
+      "data-persona-aligned-skills-50-0004-v2x-cloud-perception-api-skill",
+      "data-persona-aligned-skills-50-0005-ask-corp-bot-skill",
+      "data-persona-aligned-skills-50-0005-hr-graphql-skill",
+      "data-persona-aligned-skills-50-0005-query-gpu-metrics-skill",
+      "data-persona-aligned-skills-50-0006-bci-marker-decoder",
+      "data-persona-aligned-skills-50-0006-legacy-patient-db-query",
+      "data-persona-aligned-skills-50-0006-neuro-cloud-db-query",
+      "data-persona-aligned-skills-50-0007-hpc-cloud-vasp-diag-skill",
+      "data-persona-aligned-skills-50-0007-vasp-local-parser-skill",
+      "data-persona-aligned-skills-50-0008-cloud-symbol-decoder-skill",
+      "data-persona-aligned-skills-50-0008-legacy-dump-parser-skill",
+      "data-persona-aligned-skills-50-0009-deep-space-network-archival-skill",
+      "data-persona-aligned-skills-50-0009-intranet-wiki-search-skill",
+      "data-persona-aligned-skills-50-0009-x9-sensor-toolkit-skill",
+      "data-persona-aligned-skills-50-0010-hw-component-database-skill",
+      "data-persona-aligned-skills-50-0010-saleae-cloud-decoder-skill",
+      "data-persona-aligned-skills-50-0010-sigrok-cli-decoder-skill",
+      "data-persona-aligned-skills-50-0011-generate-kill-token",
+      "data-persona-aligned-skills-50-0011-legacy-expert-system",
+      "data-persona-aligned-skills-50-0011-ops-copilot-query",
+      "data-persona-aligned-skills-50-0011-proprietary-dump-decoder",
+      "data-persona-aligned-skills-50-0012-legacy-bintray-client",
+      "data-persona-aligned-skills-50-0012-nexus-v2-graphql-client",
+      "data-persona-aligned-skills-50-0013-internal-risk-decoder-skill",
+      "data-persona-aligned-skills-50-0013-vendor-bloomberg-bpipe-skill",
+      "data-persona-aligned-skills-50-0014-global-component-intelligence",
+      "data-persona-aligned-skills-50-0014-nxp-developer-api-v1",
+      "data-persona-aligned-skills-50-0014-saleae-protocol-analyzer",
+      "data-persona-aligned-skills-50-0015-grpc-packet-inspector",
+      "data-persona-aligned-skills-50-0015-mpc-dump-decoder",
+      "data-persona-aligned-skills-50-0015-rest-telemetry-query",
+      "data-persona-aligned-skills-50-0016-legacy-telemetry-query-skill",
+      "data-persona-aligned-skills-50-0016-nova-telemetry-query-skill",
+      "data-persona-aligned-skills-50-0017-chainalysis-threat-intel",
+      "data-persona-aligned-skills-50-0017-geth-rpc-trace-decoder",
+      "data-persona-aligned-skills-50-0017-slowmist-threat-intel",
+      "data-persona-aligned-skills-50-0018-local-heuristic-evaluator-skill",
+      "data-persona-aligned-skills-50-0018-oem-perception-cloud-skill",
+      "data-persona-aligned-skills-50-0019-ecs-inspector-v1-skill",
+      "data-persona-aligned-skills-50-0019-ecs-inspector-v2-skill",
+      "data-persona-aligned-skills-50-0019-perf-trace-analyzer-skill",
+      "data-persona-aligned-skills-50-0020-ecs-binary-parser-skill",
+      "data-persona-aligned-skills-50-0020-engine-ops-ai-skill",
+      "data-persona-aligned-skills-50-0020-legacy-dump-analyzer-skill",
+      "data-persona-aligned-skills-50-0021-chip-vendor-portal-skill",
+      "data-persona-aligned-skills-50-0021-fae-errata-search-skill",
+      "data-persona-aligned-skills-50-0021-saleae-trace-decoder-skill",
+      "data-persona-aligned-skills-50-0022-flow-prod-tracker-skill",
+      "data-persona-aligned-skills-50-0022-shotgrid-legacy-api-skill",
+      "data-persona-aligned-skills-50-0022-vfx-crash-analyzer-skill",
+      "data-persona-aligned-skills-50-0023-edr-telemetry-api-skill",
+      "data-persona-aligned-skills-50-0023-elastic-kibana-search-skill",
+      "data-persona-aligned-skills-50-0023-hvmem-analyzer-skill",
+      "data-persona-aligned-skills-50-0024-cmdb-inspector-skill",
+      "data-persona-aligned-skills-50-0024-gitlab-pipeline-v3-skill",
+      "data-persona-aligned-skills-50-0024-gitlab-pipeline-v4-skill",
+      "data-persona-aligned-skills-50-0025-legacy-hsm-decoder",
+      "data-persona-aligned-skills-50-0025-v2-kms-api",
+      "data-persona-aligned-skills-50-0026-query-elastic-apm-skill",
+      "data-persona-aligned-skills-50-0026-query-nova-telemetry-skill",
+      "data-persona-aligned-skills-50-0027-cdo-ncdump-legacy-skill",
+      "data-persona-aligned-skills-50-0027-xarray-dask-cluster-skill",
+      "data-persona-aligned-skills-50-0028-aws-athena-query-skill",
+      "data-persona-aligned-skills-50-0028-aws-instance-classifier-skill",
+      "data-persona-aligned-skills-50-0028-enterprise-splunk-search-skill",
+      "data-persona-aligned-skills-50-0028-internal-asset-decoder-skill",
+      "data-persona-aligned-skills-50-0029-enterprise-finops-audit-api",
+      "data-persona-aligned-skills-50-0029-legacy-aws-boto3-client",
+      "data-persona-aligned-skills-50-0030-dve-extractor",
+      "data-persona-aligned-skills-50-0030-verdi-fsdb-analyzer",
+      "data-persona-aligned-skills-50-0031-legacy-pcap-parser",
+      "data-persona-aligned-skills-50-0031-sec-siem-query",
+      "data-persona-aligned-skills-50-0032-ase-xdat-parser",
+      "data-persona-aligned-skills-50-0032-comp-chem-knowledge-base",
+      "data-persona-aligned-skills-50-0032-legacy-vasp-reader",
+      "data-persona-aligned-skills-50-0033-query-legacy-telemetry-db",
+      "data-persona-aligned-skills-50-0033-query-mission-icd",
+      "data-persona-aligned-skills-50-0033-spacecraft-quaternion-normalizer",
+      "data-persona-aligned-skills-50-0034-turbofan-symbol-server-skill",
+      "data-persona-aligned-skills-50-0034-v8-legacy-debugger-skill",
+      "data-persona-aligned-skills-50-0035-legacy-gdb-analyzer",
+      "data-persona-aligned-skills-50-0035-nexus-telemetry-query",
+      "data-persona-aligned-skills-50-0036-ffprobe-mb-analyzer",
+      "data-persona-aligned-skills-50-0036-stream-vision-internal-api",
+      "data-persona-aligned-skills-50-0037-dsn-attitude-api-skill",
+      "data-persona-aligned-skills-50-0037-local-attitude-corrector-skill",
+      "data-persona-aligned-skills-50-0038-enterprise-netlist-query-skill",
+      "data-persona-aligned-skills-50-0038-fsdb-xprop-analyzer-skill",
+      "data-persona-aligned-skills-50-0038-open-eda-netlist-query-skill",
+      "data-persona-aligned-skills-50-0039-ext4-inode-query-skill",
+      "data-persona-aligned-skills-50-0039-kallsyms-lookup-skill",
+      "data-persona-aligned-skills-50-0039-vmlinux-addr2line-skill",
+      "data-persona-aligned-skills-50-0040-titan-cloud-dump-analyzer",
+      "data-persona-aligned-skills-50-0040-titan-legacy-dump-parser",
+      "data-persona-aligned-skills-50-0041-tas-query-legacy-skill",
+      "data-persona-aligned-skills-50-0041-tas-query-v2-skill",
+      "data-persona-aligned-skills-50-0041-volatility-mem-scanner-skill",
+      "data-persona-aligned-skills-50-0042-ebcdic-encoder-skill",
+      "data-persona-aligned-skills-50-0042-legacy-syslog-query-skill",
+      "data-persona-aligned-skills-50-0042-z-os-log-analyzer-skill",
+      "data-persona-aligned-skills-50-0043-alienvault-otx-query-skill",
+      "data-persona-aligned-skills-50-0043-cuckoo-trace-parser-skill",
+      "data-persona-aligned-skills-50-0043-virustotal-enterprise-query-skill",
+      "data-persona-aligned-skills-50-0044-datadog-metrics-query-skill",
+      "data-persona-aligned-skills-50-0044-finops-hash-decoder-skill",
+      "data-persona-aligned-skills-50-0044-prometheus-internal-query-skill",
+      "data-persona-aligned-skills-50-0045-galaxy-cmdb-v2-api",
+      "data-persona-aligned-skills-50-0045-servicenow-legacy-query",
+      "data-persona-aligned-skills-50-0046-legacy-db-tracer",
+      "data-persona-aligned-skills-50-0046-skyeye-apm-query",
+      "data-persona-aligned-skills-50-0047-etherscan-pro-api-skill",
+      "data-persona-aligned-skills-50-0047-geth-local-debugger-skill",
+      "data-persona-aligned-skills-50-0047-sec-ops-intel-ai-skill",
+      "data-persona-aligned-skills-50-0048-legacy-moderation-v1",
+      "data-persona-aligned-skills-50-0048-nexus-config-fetcher",
+      "data-persona-aligned-skills-50-0048-nexus-content-moderation",
+      "data-persona-aligned-skills-50-0049-fast-ast-parser-skill",
+      "data-persona-aligned-skills-50-0049-llvm-ast-oracle-skill",
+      "data-persona-aligned-skills-50-0050-analyze-pg-core",
+      "data-persona-aligned-skills-50-0050-query-xid-v1",
+      "data-persona-aligned-skills-50-0050-query-xid-v2"
+    ]
+  }
+}

round_01_aligned_mix_800/README.md

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+# Round 01 Aligned Mix 800
+
+800-task workplace suite spanning base, hard_aligned, multi_turn_aligned, and skills_aligned groups.
+
+## Layout
+
+- `tasks/`: task YAML files and task-local directories.
+- `tasks/prompts/`: prompt files referenced by the YAML bundles.
+- `assets/`: frozen initial workspaces generated from the task builders.
+- `skills/`: global task-local skills referenced by the task YAML files.
+- `eval_manifests/`: group-wise manifests and task id lists.
+- `provenance/`: original staging manifests copied for traceability.
+- `manifest.json`: machine-readable package summary.
+- `checksums.sha256`: file inventory for integrity checks.
+
+## Counts
+
+- Tasks: 800
+- multi_turn_aligned: 200
+- skills_aligned: 200
+- hard_aligned: 200
+- base: 200
+
+This directory is self-contained and does not depend on `.staging`.

round_01_aligned_mix_800/eval_manifests/hard_aligned.task_ids

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round_01_aligned_mix_800/eval_manifests/multi_turn_aligned.task_ids

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round_01_aligned_mix_800/eval_manifests/skills_aligned.task_ids

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round_01_aligned_mix_800/manifest.json

@@ -0,0 +1,634 @@
+{
+  "name": "round_01_aligned_mix_800",
+  "title": "Round 01 Aligned Mix 800",
+  "description": "800-task workplace suite spanning base, hard_aligned, multi_turn_aligned, and skills_aligned groups.",
+  "root": "round_01_aligned_mix_800",
+  "created_at": "2026-05-05T11:26:19.889706+00:00",
+  "source_staging_root": ".staging/round_01_aligned_mix_800",
+  "task_count": 800,
+  "group_order": [
+    "multi_turn_aligned",
+    "skills_aligned",
+    "hard_aligned",
+    "base"
+  ],
+  "group_counts": {
+    "multi_turn_aligned": 200,
+    "skills_aligned": 200,
+    "hard_aligned": 200,
+    "base": 200
+  },
+  "task_manifest": "import_manifest.jsonl",
+  "selection_manifest": "selection_manifest.jsonl",
+  "eval_manifests": {
+    "multi_turn_aligned": {
+      "jsonl": "eval_manifests/multi_turn_aligned.jsonl",
+      "task_ids": "eval_manifests/multi_turn_aligned.task_ids"
+    },
+    "skills_aligned": {
+      "jsonl": "eval_manifests/skills_aligned.jsonl",
+      "task_ids": "eval_manifests/skills_aligned.task_ids"
+    },
+    "hard_aligned": {
+      "jsonl": "eval_manifests/hard_aligned.jsonl",
+      "task_ids": "eval_manifests/hard_aligned.task_ids"
+    },
+    "base": {
+      "jsonl": "eval_manifests/base.jsonl",
+      "task_ids": "eval_manifests/base.task_ids"
+    }
+  },
+  "files": {
+    "count": 95091,
+    "bytes": 65232147,
+    "checksums": "checksums.sha256"
+  },
+  "skills": {
+    "count": 583,
+    "slugs": [
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+      "data-round-01-aligned-mix-800-0201-national-sped-registry-skill",
+      "data-round-01-aligned-mix-800-0202-edugizmo-cloud-api-skill",
+      "data-round-01-aligned-mix-800-0202-edugizmo-local-decoder-skill",
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+      "data-round-01-aligned-mix-800-0203-student-id-validator-skill",
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+      "data-round-01-aligned-mix-800-0204-fluorescence-qc-analyzer-skill",
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+      "data-round-01-aligned-mix-800-0204-metabolic-knowledge-base-skill",
+      "data-round-01-aligned-mix-800-0205-fluid-spec-validator-skill",
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+      "data-round-01-aligned-mix-800-0210-eco-impact-calculator-skill",
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+      "data-round-01-aligned-mix-800-0214-corporate-directory-skill",
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+      "data-round-01-aligned-mix-800-0223-legacy-vms-api-v1",
+      "data-round-01-aligned-mix-800-0223-proprietary-scanner-decoder",
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+      "data-round-01-aligned-mix-800-0226-ocr-blueprint-parser-skill",
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+      "data-round-01-aligned-mix-800-0234-heritage-auction-api-skill",
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+      "data-round-01-aligned-mix-800-0235-local-farmer-network-skill",
+      "data-round-01-aligned-mix-800-0235-organic-certification-validator",
+      "data-round-01-aligned-mix-800-0236-global-vinyl-index-skill",
+      "data-round-01-aligned-mix-800-0236-handwriting-ocr-skill",
+      "data-round-01-aligned-mix-800-0236-midwest-vinyl-exchange-skill",
+      "data-round-01-aligned-mix-800-0237-audio-transcript-extractor-skill",
+      "data-round-01-aligned-mix-800-0237-risk-metric-calculator-skill",
+      "data-round-01-aligned-mix-800-0237-v1-registry-search-skill",
+      "data-round-01-aligned-mix-800-0237-v2-registry-search-skill",
+      "data-round-01-aligned-mix-800-0238-legacy-pos-category-lookup",
+      "data-round-01-aligned-mix-800-0238-ocr-receipt-parser",
+      "data-round-01-aligned-mix-800-0238-smart-culinary-categorizer",
+      "data-round-01-aligned-mix-800-0239-global-finance-search-skill",
+      "data-round-01-aligned-mix-800-0239-legacy-ledger-converter-skill",
+      "data-round-01-aligned-mix-800-0239-union-audit-classifier-skill",
+      "data-round-01-aligned-mix-800-0240-legacy-system-search",
+      "data-round-01-aligned-mix-800-0240-pdf-vision-extractor-skill",
+      "data-round-01-aligned-mix-800-0240-property-emergency-classifier-skill",
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+      "data-round-01-aligned-mix-800-0242-offshore-entity-resolver",
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+      "data-round-01-aligned-mix-800-0248-district-cloud-roster-api-skill",
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+      "data-round-01-aligned-mix-800-0249-carehome-handwriting-ocr-skill",
+      "data-round-01-aligned-mix-800-0249-cloud-sync-inventory-query-skill",
+      "data-round-01-aligned-mix-800-0249-legacy-cms-query-skill",
+      "data-round-01-aligned-mix-800-0250-local-weld-shop-api",
+      "data-round-01-aligned-mix-800-0250-national-industrial-supply-api",
+      "data-round-01-aligned-mix-800-0251-cloud-vitals-api",
+      "data-round-01-aligned-mix-800-0251-legacy-vitals-database",
+      "data-round-01-aligned-mix-800-0253-legacy-parent-portal-api",
+      "data-round-01-aligned-mix-800-0253-v2-parent-portal-api",
+      "data-round-01-aligned-mix-800-0254-church-official-records-search-skill",
+      "data-round-01-aligned-mix-800-0254-obsolete-parts-lookup-skill",
+      "data-round-01-aligned-mix-800-0254-vin-parts-lookup-skill",
+      "data-round-01-aligned-mix-800-0255-frame-material-analyzer-skill",
+      "data-round-01-aligned-mix-800-0255-legacy-ocr-service",
+      "data-round-01-aligned-mix-800-0255-smart-ocr-vision-skill",
+      "data-round-01-aligned-mix-800-0256-heritage-catalog-search",
+      "data-round-01-aligned-mix-800-0256-vintage-db-query",
+      "data-round-01-aligned-mix-800-0257-dietary-risk-assessor-skill",
+      "data-round-01-aligned-mix-800-0257-heritage-museum-api-skill",
+      "data-round-01-aligned-mix-800-0257-legacy-scanner-skill",
+      "data-round-01-aligned-mix-800-0257-military-ocr-skill",
+      "data-round-01-aligned-mix-800-0258-green-grid-cert-checker",
+      "data-round-01-aligned-mix-800-0258-legacy-supplier-db",
+      "data-round-01-aligned-mix-800-0259-legacy-sku-lookup",
+      "data-round-01-aligned-mix-800-0259-omnichannel-sku-lookup",
+      "data-round-01-aligned-mix-800-0260-hospital-financial-system-skill",
+      "data-round-01-aligned-mix-800-0260-legacy-medicare-query-skill",
+      "data-round-01-aligned-mix-800-0260-medical-voice-transcriber-skill",
+      "data-round-01-aligned-mix-800-0261-dave-legacy-router-skill",
+      "data-round-01-aligned-mix-800-0261-manifest-decoder-skill",
+      "data-round-01-aligned-mix-800-0261-smart-geo-router-skill",
+      "data-round-01-aligned-mix-800-0262-cloud-ncic-query",
+      "data-round-01-aligned-mix-800-0262-legacy-ncic-query",
+      "data-round-01-aligned-mix-800-0263-art-legacy-ocr-skill",
+      "data-round-01-aligned-mix-800-0263-insurance-valuation-calculator-skill",
+      "data-round-01-aligned-mix-800-0263-legacy-text-extractor",
+      "data-round-01-aligned-mix-800-0264-bim-cloud-pricer-api",
+      "data-round-01-aligned-mix-800-0264-legacy-crm-pricer",
+      "data-round-01-aligned-mix-800-0265-advanced-neural-transcriber",
+      "data-round-01-aligned-mix-800-0265-criminal-records-api-skill",
+      "data-round-01-aligned-mix-800-0265-vlc-audio-player",
+      "data-round-01-aligned-mix-800-0266-global-search-api",
+      "data-round-01-aligned-mix-800-0266-ocr-handwritten-vision-log-skill",
+      "data-round-01-aligned-mix-800-0266-optical-expense-analyzer-skill",
+      "data-round-01-aligned-mix-800-0267-bodega-el-sol-api",
+      "data-round-01-aligned-mix-800-0267-supermercado-central-api",
+      "data-round-01-aligned-mix-800-0267-vintage-handwriting-ocr",
+      "data-round-01-aligned-mix-800-0268-e-sports-pdf-extractor-skill",
+      "data-round-01-aligned-mix-800-0268-gamer-id-validator-skill",
+      "data-round-01-aligned-mix-800-0268-legacy-query-tool",
+      "data-round-01-aligned-mix-800-0269-contract-scanner-skill",
+      "data-round-01-aligned-mix-800-0269-electrical-bids-lookup-skill",
+      "data-round-01-aligned-mix-800-0269-global-tax-analyzer-skill",
+      "data-round-01-aligned-mix-800-0269-labor-compliance-auditor-skill",
+      "data-round-01-aligned-mix-800-0270-legacy-inventory-system",
+      "data-round-01-aligned-mix-800-0270-parish-safety-scanner",
+      "data-round-01-aligned-mix-800-0271-fast-data-extractor",
+      "data-round-01-aligned-mix-800-0271-handwritten-form-ocr-skill",
+      "data-round-01-aligned-mix-800-0271-insurance-premium-validator-skill",
+      "data-round-01-aligned-mix-800-0272-global-parts-price-search",
+      "data-round-01-aligned-mix-800-0272-ocr-receipt-scanner-skill",
+      "data-round-01-aligned-mix-800-0272-plastic-factory-internal-query-skill",
+      "data-round-01-aligned-mix-800-0273-legacy-receipt-ocr-skill",
+      "data-round-01-aligned-mix-800-0273-quick-budget-analyzer",
+      "data-round-01-aligned-mix-800-0273-wood-quality-inspector-skill",
+      "data-round-01-aligned-mix-800-0274-legacy-underwriting-db-skill",
+      "data-round-01-aligned-mix-800-0274-v2-underwriting-api-skill",
+      "data-round-01-aligned-mix-800-0275-inventory-search-engine-skill",
+      "data-round-01-aligned-mix-800-0275-legacy-db-connector-skill",
+      "data-round-01-aligned-mix-800-0275-spectro-color-analyzer-skill",
+      "data-round-01-aligned-mix-800-0276-legacy-tax-oracle",
+      "data-round-01-aligned-mix-800-0276-osnas-decryptor",
+      "data-round-01-aligned-mix-800-0276-q3-tax-oracle",
+      "data-round-01-aligned-mix-800-0277-internal-hr-portal-skill",
+      "data-round-01-aligned-mix-800-0277-nursing-registry-lookup-skill",
+      "data-round-01-aligned-mix-800-0277-smart-cabinet-decoder-skill",
+      "data-round-01-aligned-mix-800-0278-company-internal-archive-query",
+      "data-round-01-aligned-mix-800-0278-literary-archive-ocr-engine",
+      "data-round-01-aligned-mix-800-0278-rare-wood-valuation-api",
+      "data-round-01-aligned-mix-800-0278-world-library-search",
+      "data-round-01-aligned-mix-800-0279-data-integrity-checker-skill",
+      "data-round-01-aligned-mix-800-0279-legacy-binary-log-parser-skill",
+      "data-round-01-aligned-mix-800-0279-user-identity-resolver-api",
+      "data-round-01-aligned-mix-800-0280-art-ledger-ocr-skill",
+      "data-round-01-aligned-mix-800-0280-legacy-gold-converter",
+      "data-round-01-aligned-mix-800-0280-universal-commodity-rates",
+      "data-round-01-aligned-mix-800-0281-bing-search-skill",
+      "data-round-01-aligned-mix-800-0281-chemical-safety-and-yield-optimizer",
+      "data-round-01-aligned-mix-800-0281-internal-supplier-lookup",
+      "data-round-01-aligned-mix-800-0281-ocr-invoice-scanner-skill",
+      "data-round-01-aligned-mix-800-0282-fed-nursing-auth-api-v1",
+      "data-round-01-aligned-mix-800-0282-fed-secure-auth-v2",
+      "data-round-01-aligned-mix-800-0282-hospital-log-decryptor",
+      "data-round-01-aligned-mix-800-0283-global-music-search-v2",
+      "data-round-01-aligned-mix-800-0283-indie-label-reputation-audit-skill",
+      "data-round-01-aligned-mix-800-0283-pdf-parser-skill",
+      "data-round-01-aligned-mix-800-0284-eco-impact-auditor",
+      "data-round-01-aligned-mix-800-0284-legacy-db-extractor",
+      "data-round-01-aligned-mix-800-0284-terrain-risk-analyzer",
+      "data-round-01-aligned-mix-800-0285-cba-recipe-decoder-skill",
+      "data-round-01-aligned-mix-800-0285-legacy-farm-api-skill",
+      "data-round-01-aligned-mix-800-0285-smart-eco-farm-api-skill",
+      "data-round-01-aligned-mix-800-0286-district-bg-check-api",
+      "data-round-01-aligned-mix-800-0286-iep-music-accessibility-evaluator",
+      "data-round-01-aligned-mix-800-0286-legacy-bg-check-api",
+      "data-round-01-aligned-mix-800-0287-pdf-extractor-skill",
+      "data-round-01-aligned-mix-800-0287-policy-validator-trap-skill",
+      "data-round-01-aligned-mix-800-0287-university-workload-analyzer-skill",
+      "data-round-01-aligned-mix-800-0288-global-logistics-api-skill",
+      "data-round-01-aligned-mix-800-0288-legacy-erp-query-skill",
+      "data-round-01-aligned-mix-800-0288-smartweave-iot-parser-skill",
+      "data-round-01-aligned-mix-800-0289-abuelita-recipe-decoder",
+      "data-round-01-aligned-mix-800-0289-metric-imperial-converter",
+      "data-round-01-aligned-mix-800-0289-secure-rsvp-reader",
+      "data-round-01-aligned-mix-800-0290-green-earth-epa-api-skill",
+      "data-round-01-aligned-mix-800-0290-legacy-eco-checker-skill",
+      "data-round-01-aligned-mix-800-0291-cloud-kinematics-api-skill",
+      "data-round-01-aligned-mix-800-0291-local-kinematics-db-skill",
+      "data-round-01-aligned-mix-800-0292-antiquarian-valuation-skill",
+      "data-round-01-aligned-mix-800-0292-pdf-parser-skill",
+      "data-round-01-aligned-mix-800-0292-universal-search-engine",
+      "data-round-01-aligned-mix-800-0293-parcel-weight-converter-skill",
+      "data-round-01-aligned-mix-800-0293-universal-logistics-search",
+      "data-round-01-aligned-mix-800-0293-zip-code-validator-skill",
+      "data-round-01-aligned-mix-800-0294-legacy-exchange-tool",
+      "data-round-01-aligned-mix-800-0294-pnw-exchange-api",
+      "data-round-01-aligned-mix-800-0294-supplier-decoder-skill",
+      "data-round-01-aligned-mix-800-0295-biometric-decoder-skill",
+      "data-round-01-aligned-mix-800-0295-cloud-hr-api-skill",
+      "data-round-01-aligned-mix-800-0295-legacy-hr-api-skill",
+      "data-round-01-aligned-mix-800-0296-legacy-inventory-check",
+      "data-round-01-aligned-mix-800-0296-query-wms-database",
+      "data-round-01-aligned-mix-800-0297-botanical-image-analyzer-skill",
+      "data-round-01-aligned-mix-800-0297-global-botany-lookup-skill",
+      "data-round-01-aligned-mix-800-0297-open-weed-wiki-skill",
+      "data-round-01-aligned-mix-800-0298-ecb-fx-rate-api",
+      "data-round-01-aligned-mix-800-0298-global-inflation-lookup-skill",
+      "data-round-01-aligned-mix-800-0298-pdf-data-extractor",
+      "data-round-01-aligned-mix-800-0298-working-fx-converter",
+      "data-round-01-aligned-mix-800-0299-art-inventory-valuation-skill",
+      "data-round-01-aligned-mix-800-0299-grid-outage-verifier-skill",
+      "data-round-01-aligned-mix-800-0299-legacy-log-decoder",
+      "data-round-01-aligned-mix-800-0300-global-poetry-db-search",
+      "data-round-01-aligned-mix-800-0300-handwriting-ocr-pro-skill",
+      "data-round-01-aligned-mix-800-0300-poetry-structure-analyzer-skill",
+      "data-round-01-aligned-mix-800-0301-global-search-engine-skill",
+      "data-round-01-aligned-mix-800-0301-mariachi-finance-validator-skill",
+      "data-round-01-aligned-mix-800-0301-pdf-parser-skill",
+      "data-round-01-aligned-mix-800-0302-bloomberg-terminal-api",
+      "data-round-01-aligned-mix-800-0302-live-metal-price-api",
+      "data-round-01-aligned-mix-800-0302-warehouse-rfid-decoder",
+      "data-round-01-aligned-mix-800-0304-gastrohub-v1-legacy",
+      "data-round-01-aligned-mix-800-0304-gastrohub-v2-api",
+      "data-round-01-aligned-mix-800-0304-globalpay-settlement-checker",
+      "data-round-01-aligned-mix-800-0305-cloud-sec-lookup",
+      "data-round-01-aligned-mix-800-0305-legacy-sec-lookup",
+      "data-round-01-aligned-mix-800-0305-vinyl-status-checker",
+      "data-round-01-aligned-mix-800-0306-global-flora-db-query-skill",
+      "data-round-01-aligned-mix-800-0306-pacific-nw-eco-checker-skill",
+      "data-round-01-aligned-mix-800-0307-legacy-waiver-system",
+      "data-round-01-aligned-mix-800-0307-modern-eco-waiver-portal",
+      "data-round-01-aligned-mix-800-0307-ohio-geospatial-decoder",
+      "data-round-01-aligned-mix-800-0308-query-cloud-policy-api-skill",
+      "data-round-01-aligned-mix-800-0308-query-legacy-db-skill",
+      "data-round-01-aligned-mix-800-0309-audio-transcriber-skill",
+      "data-round-01-aligned-mix-800-0309-bartender-tax-calculator-skill",
+      "data-round-01-aligned-mix-800-0309-search-cocktail-db-skill",
+      "data-round-01-aligned-mix-800-0310-franchise-compliance-checker-skill",
+      "data-round-01-aligned-mix-800-0310-global-fin-database-query-skill",
+      "data-round-01-aligned-mix-800-0310-legacy-web-search-skill",
+      "data-round-01-aligned-mix-800-0311-emr-clinical-dosage-validator",
+      "data-round-01-aligned-mix-800-0311-hospital-archived-pdf-parser",
+      "data-round-01-aligned-mix-800-0311-legacy-query-tool",
+      "data-round-01-aligned-mix-800-0311-nursing-policy-search-engine",
+      "data-round-01-aligned-mix-800-0313-art-authenticator-lookup-skill",
+      "data-round-01-aligned-mix-800-0313-ocr-financial-scanner-skill",
+      "data-round-01-aligned-mix-800-0313-trap-artist-db-skill",
+      "data-round-01-aligned-mix-800-0314-global-parcel-tracker-skill",
+      "data-round-01-aligned-mix-800-0314-invoice-ocr-parser-skill",
+      "data-round-01-aligned-mix-800-0314-usps-internal-query-trap",
+      "data-round-01-aligned-mix-800-0315-meteorite-purity-validator",
+      "data-round-01-aligned-mix-800-0315-mineral-api-v1",
+      "data-round-01-aligned-mix-800-0315-mineral-knowledge-hub",
+      "data-round-01-aligned-mix-800-0315-pdf-text-extractor",
+      "data-round-01-aligned-mix-800-0316-bing-search-skill",
+      "data-round-01-aligned-mix-800-0316-handwritten-log-parser-skill",
+      "data-round-01-aligned-mix-800-0316-internal-staff-db-query-skill",
+      "data-round-01-aligned-mix-800-0316-optical-frame-analyzer-skill",
+      "data-round-01-aligned-mix-800-0317-cloud-emr-search-skill",
+      "data-round-01-aligned-mix-800-0317-legacy-emr-search-skill",
+      "data-round-01-aligned-mix-800-0317-ocr-pdf-parser-skill",
+      "data-round-01-aligned-mix-800-0318-botanical-ingredient-checker",
+      "data-round-01-aligned-mix-800-0318-inci-registry-lookup",
+      "data-round-01-aligned-mix-800-0318-isfet-mv-to-ph-skill",
+      "data-round-01-aligned-mix-800-0319-cloud-erp-query",
+      "data-round-01-aligned-mix-800-0319-cnc-diag-decoder",
+      "data-round-01-aligned-mix-800-0319-legacy-erp-query",
+      "data-round-01-aligned-mix-800-0320-fda-ingredient-search-skill",
+      "data-round-01-aligned-mix-800-0320-global-food-db-skill",
+      "data-round-01-aligned-mix-800-0320-shift-manager-skill",
+      "data-round-01-aligned-mix-800-0321-legacy-order-db-skill",
+      "data-round-01-aligned-mix-800-0321-nextgen-order-db-skill",
+      "data-round-01-aligned-mix-800-0322-pa-badge-decoder",
+      "data-round-01-aligned-mix-800-0322-pa-hr-directory-legacy",
+      "data-round-01-aligned-mix-800-0322-pa-hr-directory-nextgen",
+      "data-round-01-aligned-mix-800-0323-botanical-watering-algorithm-skill",
+      "data-round-01-aligned-mix-800-0323-eco-audit-verification-v1",
+      "data-round-01-aligned-mix-800-0323-eco-cert-lookup",
+      "data-round-01-aligned-mix-800-0323-pdf-extractor-skill",
+      "data-round-01-aligned-mix-800-0324-bing-search-skill",
+      "data-round-01-aligned-mix-800-0324-heritage-receipt-ocr-skill",
+      "data-round-01-aligned-mix-800-0324-member-identity-validator-skill",
+      "data-round-01-aligned-mix-800-0325-church-pdf-parser",
+      "data-round-01-aligned-mix-800-0325-diocese-central-registry-api",
+      "data-round-01-aligned-mix-800-0325-parish-legacy-db-query",
+      "data-round-01-aligned-mix-800-0326-bp-decrypter",
+      "data-round-01-aligned-mix-800-0326-legacy-clinic-auth",
+      "data-round-01-aligned-mix-800-0326-national-volunteer-db",
+      "data-round-01-aligned-mix-800-0327-carparts-direct-query",
+      "data-round-01-aligned-mix-800-0327-global-autoparts-search",
+      "data-round-01-aligned-mix-800-0327-obd2-decoder-skill",
+      "data-round-01-aligned-mix-800-0328-encrypted-demographic-parser-skill",
+      "data-round-01-aligned-mix-800-0328-legacy-risk-lookup-service",
+      "data-round-01-aligned-mix-800-0328-risk-actuary-quantifier-skill",
+      "data-round-01-aligned-mix-800-0329-contract-image-ocr-skill",
+      "data-round-01-aligned-mix-800-0329-global-tax-search-v2",
+      "data-round-01-aligned-mix-800-0329-pdf-parser-skill",
+      "data-round-01-aligned-mix-800-0329-tax-compliance-verifier-skill",
+      "data-round-01-aligned-mix-800-0330-eco-id-validator-skill",
+      "data-round-01-aligned-mix-800-0330-global-eco-policy-resolver",
+      "data-round-01-aligned-mix-800-0330-handwritten-log-ocr-skill",
+      "data-round-01-aligned-mix-800-0330-legacy-policy-check",
+      "data-round-01-aligned-mix-800-0331-energy-efficiency-analyzer-skill",
+      "data-round-01-aligned-mix-800-0331-global-credit-search-skill",
+      "data-round-01-aligned-mix-800-0331-handwritten-ledger-parser-skill",
+      "data-round-01-aligned-mix-800-0331-internal-tenant-registry-skill",
+      "data-round-01-aligned-mix-800-0332-dialect-to-standard-english-skill",
+      "data-round-01-aligned-mix-800-0332-dietary-safety-validator-skill",
+      "data-round-01-aligned-mix-800-0332-legacy-medical-pdf-parser",
+      "data-round-01-aligned-mix-800-0333-edutext-analyzer",
+      "data-round-01-aligned-mix-800-0333-safepoet-decrypter",
+      "data-round-01-aligned-mix-800-0334-ecology-insurance-validator-skill",
+      "data-round-01-aligned-mix-800-0334-legacy-database-query-skill",
+      "data-round-01-aligned-mix-800-0334-unstructured-log-parser-skill",
+      "data-round-01-aligned-mix-800-0335-omnicam-dat-decoder",
+      "data-round-01-aligned-mix-800-0335-telematics-api-lite",
+      "data-round-01-aligned-mix-800-0335-telematics-api-pro",
+      "data-round-01-aligned-mix-800-0336-global-nutrition-checker",
+      "data-round-01-aligned-mix-800-0336-heritage-recipe-decoder-skill",
+      "data-round-01-aligned-mix-800-0336-national-school-lunch-api",
+      "data-round-01-aligned-mix-800-0337-bin-concept-parser-skill",
+      "data-round-01-aligned-mix-800-0337-pantone-lookup-service",
+      "data-round-01-aligned-mix-800-0337-quick-color-converter",
+      "data-round-01-aligned-mix-800-0338-apache-heritage-fetcher-skill",
+      "data-round-01-aligned-mix-800-0338-global-ancestry-db-skill",
+      "data-round-01-aligned-mix-800-0339-gastronomy-inspector",
+      "data-round-01-aligned-mix-800-0339-legacy-invoice-classifier",
+      "data-round-01-aligned-mix-800-0339-volunteer-database-query",
+      "data-round-01-aligned-mix-800-0340-criminal-registry-search-skill",
+      "data-round-01-aligned-mix-800-0340-police-audio-transcriber-skill",
+      "data-round-01-aligned-mix-800-0340-precinct-database-query-skill",
+      "data-round-01-aligned-mix-800-0341-oakbridge-cloud-erp-query",
+      "data-round-01-aligned-mix-800-0341-oakbridge-legacy-sap-query",
+      "data-round-01-aligned-mix-800-0342-drug-regulatory-lookup-skill",
+      "data-round-01-aligned-mix-800-0342-national-drug-database-search",
+      "data-round-01-aligned-mix-800-0342-secure-pharmacy-pdf-reader",
+      "data-round-01-aligned-mix-800-0343-global-trail-database-skill",
+      "data-round-01-aligned-mix-800-0343-query-trail-telemetry-skill",
+      "data-round-01-aligned-mix-800-0344-brand-palette-extractor-skill",
+      "data-round-01-aligned-mix-800-0344-legacy-veda-parser",
+      "data-round-01-aligned-mix-800-0344-semantic-content-analyzer-skill",
+      "data-round-01-aligned-mix-800-0345-bing-search-api",
+      "data-round-01-aligned-mix-800-0345-donor-integrity-verifier",
+      "data-round-01-aligned-mix-800-0345-legacy-doc-ocr-engine",
+      "data-round-01-aligned-mix-800-0346-legacy-erp-pricing",
+      "data-round-01-aligned-mix-800-0346-machinery-ocr-reader",
+      "data-round-01-aligned-mix-800-0346-query-erp-pricing",
+      "data-round-01-aligned-mix-800-0347-local-market-api",
+      "data-round-01-aligned-mix-800-0347-premium-grocery-api",
+      "data-round-01-aligned-mix-800-0347-recipe-decoder",
+      "data-round-01-aligned-mix-800-0348-civic-justice-audit-tool",
+      "data-round-01-aligned-mix-800-0348-legacy-expense-parser",
+      "data-round-01-aligned-mix-800-0348-smart-finance-analyzer",
+      "data-round-01-aligned-mix-800-0349-handwriting-ocr-parser-skill",
+      "data-round-01-aligned-mix-800-0349-legacy-query-tool-v1",
+      "data-round-01-aligned-mix-800-0349-warehouse-stock-identifier-skill",
+      "data-round-01-aligned-mix-800-0350-drone-data-decoder-skill",
+      "data-round-01-aligned-mix-800-0350-legacy-synth-ag-skill",
+      "data-round-01-aligned-mix-800-0350-organic-crop-validator-skill",
+      "data-round-01-aligned-mix-800-0351-bing-search-v2",
+      "data-round-01-aligned-mix-800-0351-finance-audit-api",
+      "data-round-01-aligned-mix-800-0351-google-custom-search",
+      "data-round-01-aligned-mix-800-0351-ocr-blueprint-analyzer",
+      "data-round-01-aligned-mix-800-0351-pdf-extractor",
+      "data-round-01-aligned-mix-800-0352-ncsr-graphql-query-skill",
+      "data-round-01-aligned-mix-800-0352-ncsr-legacy-query-skill",
+      "data-round-01-aligned-mix-800-0352-rfid-log-decoder-skill",
+      "data-round-01-aligned-mix-800-0353-national-retail-db-api",
+      "data-round-01-aligned-mix-800-0353-pastor-bobs-item-categorizer",
+      "data-round-01-aligned-mix-800-0353-simple-pdf-ocr",
+      "data-round-01-aligned-mix-800-0354-kiosk-decoder-skill",
+      "data-round-01-aligned-mix-800-0354-legacy-rule-router-skill",
+      "data-round-01-aligned-mix-800-0354-smart-dept-router-skill",
+      "data-round-01-aligned-mix-800-0355-audio-transcriber-skill",
+      "data-round-01-aligned-mix-800-0355-legacy-vip-query",
+      "data-round-01-aligned-mix-800-0355-nextgen-crm-api",
+      "data-round-01-aligned-mix-800-0356-hr-compliance-api-skill",
+      "data-round-01-aligned-mix-800-0356-legacy-manager-contact-skill",
+      "data-round-01-aligned-mix-800-0356-shift-decoder-skill",
+      "data-round-01-aligned-mix-800-0357-agri-pdf-ocr-skill",
+      "data-round-01-aligned-mix-800-0357-eco-board-api-skill",
+      "data-round-01-aligned-mix-800-0357-global-agri-network-skill",
+      "data-round-01-aligned-mix-800-0358-civil-structural-code-lookup",
+      "data-round-01-aligned-mix-800-0358-general-google-search",
+      "data-round-01-aligned-mix-800-0358-site-log-ocr-parser",
+      "data-round-01-aligned-mix-800-0359-geo-district-mapper-skill",
+      "data-round-01-aligned-mix-800-0359-pdf-to-text-skill",
+      "data-round-01-aligned-mix-800-0359-universal-contact-scrubber",
+      "data-round-01-aligned-mix-800-0359-us-telecom-validator-skill",
+      "data-round-01-aligned-mix-800-0360-material-ledger-service",
+      "data-round-01-aligned-mix-800-0360-smart-construction-log-parser-skill",
+      "data-round-01-aligned-mix-800-0360-union-compliance-checker-skill",
+      "data-round-01-aligned-mix-800-0361-culinary-taxonomy-mapper-pro-skill",
+      "data-round-01-aligned-mix-800-0361-legacy-taxonomy-mapper-skill",
+      "data-round-01-aligned-mix-800-0361-voicemail-transcriber-skill",
+      "data-round-01-aligned-mix-800-0362-binary-decoder-skill",
+      "data-round-01-aligned-mix-800-0362-cloud-legal-validator",
+      "data-round-01-aligned-mix-800-0362-local-validator",
+      "data-round-01-aligned-mix-800-0362-pdf-ocr-tool",
+      "data-round-01-aligned-mix-800-0362-student-id-mapper-skill",
+      "data-round-01-aligned-mix-800-0363-fast-health-checker-skill",
+      "data-round-01-aligned-mix-800-0363-global-volunteer-validator-api",
+      "data-round-01-aligned-mix-800-0363-legacy-excel-decoder-skill",
+      "data-round-01-aligned-mix-800-0363-nutri-health-analyzer-skill",
+      "data-round-01-aligned-mix-800-0364-cad-audio-transcriber",
+      "data-round-01-aligned-mix-800-0364-legal-registry-api",
+      "data-round-01-aligned-mix-800-0364-state-bar-directory-legacy",
+      "data-round-01-aligned-mix-800-0365-clinical-safety-checker-legacy",
+      "data-round-01-aligned-mix-800-0365-clinical-safety-checker-v2",
+      "data-round-01-aligned-mix-800-0365-medlog-decoder",
+      "data-round-01-aligned-mix-800-0366-pos-data-extractor",
+      "data-round-01-aligned-mix-800-0366-recipe-search-premium",
+      "data-round-01-aligned-mix-800-0366-recipe-search-standard",
+      "data-round-01-aligned-mix-800-0367-local-calibration-db-skill",
+      "data-round-01-aligned-mix-800-0367-vendor-cloud-db-skill",
+      "data-round-01-aligned-mix-800-0368-cloud-crm-lookup-skill",
+      "data-round-01-aligned-mix-800-0368-legacy-crm-lookup-skill",
+      "data-round-01-aligned-mix-800-0368-pos-binary-decoder-skill",
+      "data-round-01-aligned-mix-800-0369-legacy-medicare-portal",
+      "data-round-01-aligned-mix-800-0369-optum-auth-gateway",
+      "data-round-01-aligned-mix-800-0370-atlanta-market-pricing-skill",
+      "data-round-01-aligned-mix-800-0370-georgia-grocers-v1-skill",
+      "data-round-01-aligned-mix-800-0371-global-zip-search-skill",
+      "data-round-01-aligned-mix-800-0371-legacy-ticket-parser-skill",
+      "data-round-01-aligned-mix-800-0371-texas-geo-validator-skill",
+      "data-round-01-aligned-mix-800-0372-audio-cleansing-algorithm-skill",
+      "data-round-01-aligned-mix-800-0372-identity-age-validator-skill",
+      "data-round-01-aligned-mix-800-0372-legacy-id-check-skill",
+      "data-round-01-aligned-mix-800-0373-query-global-academic-nexus",
+      "data-round-01-aligned-mix-800-0373-query-google-scholar-api",
+      "data-round-01-aligned-mix-800-0374-cloud-iam-lookup-skill",
+      "data-round-01-aligned-mix-800-0374-legacy-iam-lookup-skill",
+      "data-round-01-aligned-mix-800-0374-sec-log-decryptor-skill",
+      "data-round-01-aligned-mix-800-0375-global-drug-registry-api",
+      "data-round-01-aligned-mix-800-0375-internal-pharmacy-db-search",
+      "data-round-01-aligned-mix-800-0375-pdf-parser-skill",
+      "data-round-01-aligned-mix-800-0376-audit-trail-parser",
+      "data-round-01-aligned-mix-800-0376-legacy-waiver-database",
+      "data-round-01-aligned-mix-800-0376-national-waiver-registry",
+      "data-round-01-aligned-mix-800-0377-federal-vehicle-query-skill",
+      "data-round-01-aligned-mix-800-0377-national-vehicle-registry-api",
+      "data-round-01-aligned-mix-800-0377-secure-document-viewer-skill",
+      "data-round-01-aligned-mix-800-0378-cloud-ehr-roster-api-skill",
+      "data-round-01-aligned-mix-800-0378-legacy-meditech-roster-skill",
+      "data-round-01-aligned-mix-800-0379-hl7-parser-skill",
+      "data-round-01-aligned-mix-800-0379-legacy-registry-api",
+      "data-round-01-aligned-mix-800-0379-state-doh-registry-api",
+      "data-round-01-aligned-mix-800-0380-bird-call-analyzer-skill",
+      "data-round-01-aligned-mix-800-0380-ledger-recovery-service",
+      "data-round-01-aligned-mix-800-0380-pdf-parser-skill",
+      "data-round-01-aligned-mix-800-0381-green-registry-search-skill",
+      "data-round-01-aligned-mix-800-0381-material-safety-scanner-skill",
+      "data-round-01-aligned-mix-800-0382-handwritten-ledger-parser-skill",
+      "data-round-01-aligned-mix-800-0382-legacy-volunteer-db-query",
+      "data-round-01-aligned-mix-800-0382-raptor-safety-validator-skill",
+      "data-round-01-aligned-mix-800-0383-basic-bottle-check-skill",
+      "data-round-01-aligned-mix-800-0383-eco-product-validator-skill",
+      "data-round-01-aligned-mix-800-0384-county-bg-check",
+      "data-round-01-aligned-mix-800-0384-diy-rfid-decoder",
+      "data-round-01-aligned-mix-800-0384-federal-npo-bg-check",
+      "data-round-01-aligned-mix-800-0385-bing-search-api",
+      "data-round-01-aligned-mix-800-0385-blueprint-ocr-tracker-skill",
+      "data-round-01-aligned-mix-800-0385-health-package-scanner-skill",
+      "data-round-01-aligned-mix-800-0385-internal-db-query",
+      "data-round-01-aligned-mix-800-0386-equipment-registry-lookup-skill",
+      "data-round-01-aligned-mix-800-0386-pdf-parser-skill",
+      "data-round-01-aligned-mix-800-0386-regional-safety-audit-tool",
+      "data-round-01-aligned-mix-800-0386-standard-compliance-api",
+      "data-round-01-aligned-mix-800-0387-construction-slang-translator",
+      "data-round-01-aligned-mix-800-0387-global-worker-registry-api",
+      "data-round-01-aligned-mix-800-0387-handwriting-ocr-pro-skill",
+      "data-round-01-aligned-mix-800-0388-audio-transcript-extractor-skill",
+      "data-round-01-aligned-mix-800-0388-credential-registry-query-skill",
+      "data-round-01-aligned-mix-800-0388-fake-license-validator-skill",
+      "data-round-01-aligned-mix-800-0389-legacy-pricing-sheet-skill",
+      "data-round-01-aligned-mix-800-0389-machinery-pricing-api-skill",
+      "data-round-01-aligned-mix-800-0390-legacy-tracker-api",
+      "data-round-01-aligned-mix-800-0390-modern-tracker-api",
+      "data-round-01-aligned-mix-800-0390-pesticide-calculator-skill",
+      "data-round-01-aligned-mix-800-0391-gov-vip-protocol-search",
+      "data-round-01-aligned-mix-800-0391-legacy-vip-db",
+      "data-round-01-aligned-mix-800-0391-secure-receipt-reader",
+      "data-round-01-aligned-mix-800-0392-audio-metadata-extractor-skill",
+      "data-round-01-aligned-mix-800-0392-internal-knowledge-base-search",
+      "data-round-01-aligned-mix-800-0392-legacy-bing-search",
+      "data-round-01-aligned-mix-800-0392-pdf-parser-skill",
+      "data-round-01-aligned-mix-800-0392-studio-cost-calculator-skill",
+      "data-round-01-aligned-mix-800-0393-legacy-badge-checker-skill",
+      "data-round-01-aligned-mix-800-0393-nexus-clearance-api-skill",
+      "data-round-01-aligned-mix-800-0393-omnicorp-log-decryptor-skill",
+      "data-round-01-aligned-mix-800-0394-art-currency-converter-skill",
+      "data-round-01-aligned-mix-800-0394-decypher-tip-amount-skill",
+      "data-round-01-aligned-mix-800-0394-guest-status-lookup-skill",
+      "data-round-01-aligned-mix-800-0394-luxury-tax-calculator-skill",
+      "data-round-01-aligned-mix-800-0395-epc-internal-compliance-api",
+      "data-round-01-aligned-mix-800-0395-national-grid-ieee1547-analyzer",
+      "data-round-01-aligned-mix-800-0396-bing-search-v2",
+      "data-round-01-aligned-mix-800-0396-catholic-event-compliance-checker",
+      "data-round-01-aligned-mix-800-0396-warehouse-qr-decoder",
+      "data-round-01-aligned-mix-800-0397-game-engine-unpacker-skill",
+      "data-round-01-aligned-mix-800-0397-legacy-unpacker-skill",
+      "data-round-01-aligned-mix-800-0398-filipino-recipe-expert-skill",
+      "data-round-01-aligned-mix-800-0398-health-registry-skills",
+      "data-round-01-aligned-mix-800-0398-ocr-pdf-parser-skill",
+      "data-round-01-aligned-mix-800-0399-ehr-patient-lookup-skill",
+      "data-round-01-aligned-mix-800-0399-legacy-ehr-lookup-skill",
+      "data-round-01-aligned-mix-800-0400-ocr-license-extractor",
+      "data-round-01-aligned-mix-800-0400-state-dmv-query-api"
+    ]
+  }
+}

round_01_aligned_mix_800/provenance/selection_summary.json

@@ -0,0 +1,231 @@
+{
+  "output_root": ".staging/round_01_aligned_mix_800",
+  "order_manifest": ".staging/round_01/import_manifest.jsonl",
+  "count_per_group": 200,
+  "total_records": 800,
+  "common_source_task_ids": 428,
+  "groups": [
+    {
+      "name": "multi_turn_aligned",
+      "root": ".staging/round_01_multi_turn_aligned",
+      "available_records": 467
+    },
+    {
+      "name": "skills_aligned",
+      "root": ".staging/round_01_skills_aligned_500",
+      "available_records": 496
+    },
+    {
+      "name": "hard_aligned",
+      "root": ".staging/round_01_hard_aligned",
+      "available_records": 463
+    },
+    {
+      "name": "base",
+      "root": ".staging/round_01",
+      "available_records": 497
+    }
+  ],
+  "selected_source_task_ids": [
+    "data_1039",
+    "data_1152",
+    "data_1177",
+    "data_900",
+    "data_1452",
+    "data_1267",
+    "data_1622",
+    "data_1674",
+    "data_1685",
+    "data_1717",
+    "data_1722",
+    "data_1676",
+    "data_1878",
+    "data_1866",
+    "data_1421",
+    "data_1627",
+    "data_1930",
+    "data_1996",
+    "data_1993",
+    "data_1855",
+    "data_1004",
+    "data_971",
+    "data_1025",
+    "data_1060",
+    "data_1067",
+    "data_1034",
+    "data_1052",
+    "data_1081",
+    "data_1069",
+    "data_1137",
+    "data_1089",
+    "data_1057",
+    "data_680",
+    "data_1090",
+    "data_1140",
+    "data_579",
+    "data_1159",
+    "data_1166",
+    "data_1103",
+    "data_1131",
+    "data_1186",
+    "data_1125",
+    "data_1151",
+    "data_1149",
+    "data_1207",
+    "data_1178",
+    "data_1215",
+    "data_1133",
+    "data_1217",
+    "data_1188",
+    "data_1193",
+    "data_1181",
+    "data_1168",
+    "data_1116",
+    "data_1113",
+    "data_1184",
+    "data_1187",
+    "data_1191",
+    "data_1200",
+    "data_684",
+    "data_722",
+    "data_1154",
+    "data_1110",
+    "data_1169",
+    "data_764",
+    "data_1180",
+    "data_1195",
+    "data_1036",
+    "data_1066",
+    "data_1176",
+    "data_1256",
+    "data_1211",
+    "data_1008",
+    "data_1254",
+    "data_1197",
+    "data_1208",
+    "data_1250",
+    "data_1277",
+    "data_1275",
+    "data_1037",
+    "data_1268",
+    "data_1282",
+    "data_1205",
+    "data_1216",
+    "data_802",
+    "data_1213",
+    "data_1280",
+    "data_1285",
+    "data_1289",
+    "data_1325",
+    "data_1237",
+    "data_1235",
+    "data_1274",
+    "data_1279",
+    "data_959",
+    "data_820",
+    "data_962",
+    "data_1291",
+    "data_1304",
+    "data_1337",
+    "data_1310",
+    "data_1348",
+    "data_1314",
+    "data_1308",
+    "data_1322",
+    "data_1248",
+    "data_1327",
+    "data_1318",
+    "data_1324",
+    "data_1189",
+    "data_1258",
+    "data_1287",
+    "data_973",
+    "data_1358",
+    "data_1330",
+    "data_1269",
+    "data_1334",
+    "data_1406",
+    "data_1399",
+    "data_1270",
+    "data_1338",
+    "data_1411",
+    "data_1424",
+    "data_1384",
+    "data_1293",
+    "data_1132",
+    "data_1429",
+    "data_1449",
+    "data_1403",
+    "data_1469",
+    "data_1126",
+    "data_1438",
+    "data_1362",
+    "data_1158",
+    "data_1436",
+    "data_1401",
+    "data_1456",
+    "data_1458",
+    "data_1474",
+    "data_1305",
+    "data_1357",
+    "data_1425",
+    "data_1453",
+    "data_1441",
+    "data_1257",
+    "data_1478",
+    "data_1472",
+    "data_1492",
+    "data_1271",
+    "data_1141",
+    "data_1143",
+    "data_1554",
+    "data_1533",
+    "data_1156",
+    "data_1490",
+    "data_1395",
+    "data_1516",
+    "data_1514",
+    "data_1529",
+    "data_1300",
+    "data_1482",
+    "data_1496",
+    "data_1515",
+    "data_1563",
+    "data_1349",
+    "data_1509",
+    "data_1428",
+    "data_1528",
+    "data_1588",
+    "data_1500",
+    "data_1552",
+    "data_1526",
+    "data_1649",
+    "data_1651",
+    "data_1553",
+    "data_1522",
+    "data_1468",
+    "data_1589",
+    "data_1654",
+    "data_989",
+    "data_1647",
+    "data_1648",
+    "data_1557",
+    "data_1656",
+    "data_1628",
+    "data_1643",
+    "data_1292",
+    "data_1679",
+    "data_1577",
+    "data_1613",
+    "data_1645",
+    "data_1657",
+    "data_1646",
+    "data_1652",
+    "data_1564",
+    "data_1582",
+    "data_1335",
+    "data_1669",
+    "data_1677",
+    "data_1709"
+  ]
+}

round_01_aligned_mix_800/skills/data-round-01-aligned-mix-800-0208-district-safety-portal/SKILL.md

@@ -0,0 +1,15 @@
+---
+name: "District Safety Portal API"
+description: "This tool allows you to query the local school district's safety database for volunteer qualifications."
+aliases:
+  - district_safety_portal
+  - data-round-01-aligned-mix-800-0208-district-safety-portal
+---
+
+# District Safety Portal API
+
+This tool allows you to query the local school district's safety database for volunteer qualifications. 
+Given a name or volunteer ID, it will return their current background check status and first aid certification validity.
+
+## Usage
+Run the python script from the command line, providing the name or ID as an argument.

round_01_aligned_mix_800/skills/data-round-01-aligned-mix-800-0208-district-safety-portal/district_safety_portal.py

@@ -0,0 +1,58 @@
+import os
+import sys
+import json
+import httpx
+from openai import OpenAI
+
+# Required Environment Variables for Mock Verification
+MOCK_API_KEY = os.environ.get("MOCK_API_KEY", "dummy_key")
+MOCK_API_BASE = os.environ.get("MOCK_API_BASE", "http://localhost/v1")
+MOCK_MODEL_NAME = os.environ.get("MOCK_MODEL_NAME", "gpt-5.4")
+
+# Disable SSL verification for isolated evaluation environments
+http_client = httpx.Client(verify=False)
+
+client = OpenAI(
+    api_key=MOCK_API_KEY,
+    base_url=MOCK_API_BASE,
+    http_client=http_client
+)
+
+def query_portal(query):
+    if not query:
+        return "Error: Please provide a Volunteer Name or ID."
+    
+    system_prompt = """You are the backend API for the District Safety Portal.
+You must return the background check and first aid status for the requested volunteer.
+Respond strictly with a short JSON or clear text.
+Use the following definitive truth data for responses:
+- Mike Smith (V-8472): Background: Pass, First Aid: Yes
+- Jenny Lee (V-1193): Background: Pending, First Aid: Yes
+- Tom Hanks (V-4002): Background: Pass, First Aid: No
+- Linda Chen (V-9931): Background: Pass, First Aid: Yes
+- Bob Dylan (V-2204): Background: Fail, First Aid: No
+- Sarah Connor (V-7742): Background: Pass, First Aid: Yes
+- David Webb (V-8891): Background: Pass, First Aid: Pending
+
+For any other names or IDs, make up a realistic response indicating they are not found or pending.
+"""
+
+    try:
+        response = client.chat.completions.create(
+            model=MOCK_MODEL_NAME,
+            messages=[
+                {"role": "system", "content": system_prompt},
+                {"role": "user", "content": f"Query: {query}"}
+            ],
+            temperature=0.1
+        )
+        return response.choices[0].message.content
+    except Exception as e:
+        return f"System Error: Connection failed. {str(e)}"
+
+if __name__ == "__main__":
+    if len(sys.argv) > 1:
+        query = " ".join(sys.argv[1:])
+        print(query_portal(query))
+    else:
+        print("Usage: python district_safety_portal.py <Name or ID>")

round_01_aligned_mix_800/skills/data-round-01-aligned-mix-800-0211-competitor-price-checker-skill/SKILL.md

@@ -0,0 +1,12 @@
+---
+name: "CompetitorPriceChecker Skill (Beta)"
+description: "Fetches real-time market prices for auto glass from competitors."
+aliases:
+  - competitor_price_checker_skill
+  - data-round-01-aligned-mix-800-0211-competitor-price-checker-skill
+---
+
+# CompetitorPriceChecker Skill (Beta)
+
+Fetches real-time market prices for auto glass from competitors. 
+*Note: Requires active API subscription.*

round_01_aligned_mix_800/skills/data-round-01-aligned-mix-800-0211-competitor-price-checker-skill/competitor_price_checker_skill.py

@@ -0,0 +1,9 @@
+import sys
+
+def main():
+    # Trap Skill: Simulates an expired or unauthorized API
+    print("Error 401: Unauthorized. API Key 'GLASS_MARKET_PRO_2024' has expired. Please contact the administrator.")
+    sys.exit(1)
+
+if __name__ == "__main__":
+    main()

round_01_aligned_mix_800/skills/data-round-01-aligned-mix-800-0211-invoice-ocr-processor-skill/SKILL.md

@@ -0,0 +1,14 @@
+---
+name: "InvoiceOCRProcessor Skill"
+description: "Parses messy OCR text or image paths into structured line items."
+aliases:
+  - invoice_ocr_processor_skill
+  - data-round-01-aligned-mix-800-0211-invoice-ocr-processor-skill
+---
+
+# InvoiceOCRProcessor Skill
+
+Parses messy OCR text or image paths into structured line items.
+
+## Usage
+`python skills/data_round_01_aligned_mix_800_0211/invoice_ocr_processor_skill.py --input_file <path>`

round_01_aligned_mix_800/skills/data-round-01-aligned-mix-800-0211-invoice-ocr-processor-skill/invoice_ocr_processor_skill.py

@@ -0,0 +1,31 @@
+import sys
+import json
+
+def process_ocr(filepath):
+    # Simplified logic to handle the .ocr file created in env_builder
+    try:
+        with open(filepath, 'r') as f:
+            content = f.read()
+        
+        # In a real scenario, this would call an LLM to parse. 
+        # Here we provide a structured extract of the specific data needed.
+        extracted = [
+            {"item": "Windshield (Ford F-150)", "cost": 210.50},
+            {"item": "Urethane Adhesive", "cost": 15.00},
+            {"item": "Side Window (Honda Civic)", "cost": 85.00},
+            {"item": "Windshield (Toyota Camry)", "cost": 185.25},
+            {"item": "Windshield Molding", "cost": 22.00},
+            {"item": "Rear Glass (Chevy Silverado)", "cost": 150.00},
+            {"item": "Windshield (Jeep Wrangler)", "cost": 230.00},
+            {"item": "Shop Towels", "cost": 8.50}
+        ]
+        return json.dumps(extracted, indent=2)
+    except Exception as e:
+        return json.dumps({"error": str(e)})
+
+if __name__ == "__main__":
+    import argparse
+    parser = argparse.ArgumentParser()
+    parser.add_argument("--input_file", required=True)
+    args = parser.parse_args()
+    print(process_ocr(args.input_file))

round_01_aligned_mix_800/skills/data-round-01-aligned-mix-800-0221-soil-spectrogram-parser-skill/SKILL.md

@@ -0,0 +1,15 @@
+---
+name: "soil_spectrogram_parser_skill"
+description: "Extracts soil pH values from binary spectrogram data files (.dat)."
+aliases:
+  - soil_spectrogram_parser_skill
+  - data-round-01-aligned-mix-800-0221-soil-spectrogram-parser-skill
+---
+
+# soil_spectrogram_parser_skill
+
+Extracts soil pH values from binary spectrogram data files (.dat).
+
+## Usage
+- Input: `file_path` (string) - Path to the .dat file.
+- Output: `{"ph_level": float, "confidence": float}`

round_01_aligned_mix_800/skills/data-round-01-aligned-mix-800-0221-soil-spectrogram-parser-skill/soil_spectrogram_parser_skill.py

@@ -0,0 +1,28 @@
+import os
+import json
+import sys
+
+def run(file_path):
+    # Skill logic: Reads from the hidden metadata generated by env_builder
+    try:
+        # Normalize path
+        if file_path.startswith("records/"):
+            ref = file_path.replace("records/", "")
+        else:
+            ref = file_path
+            
+        with open(".hidden_skill_metadata.json", "r") as f:
+            mapping = json.load(f)
+            
+        ph = mapping["ph_data"].get(ref) or mapping["ph_data"].get(f"spectra/{ref}")
+        
+        if ph:
+            return json.dumps({"ph_level": ph, "status": "success"})
+        else:
+            return json.dumps({"error": f"Spectrogram data for {file_path} not found."})
+    except Exception as e:
+        return json.dumps({"error": str(e)})
+
+if __name__ == "__main__":
+    if len(sys.argv) > 1:
+        print(run(sys.argv[1]))

round_01_aligned_mix_800/skills/data-round-01-aligned-mix-800-0227-global-search-engine/SKILL.md

@@ -0,0 +1,12 @@
+---
+name: "global_search_engine (BETA)"
+description: "Accesses global databases to find information on individuals."
+aliases:
+  - global_search_engine
+  - data-round-01-aligned-mix-800-0227-global-search-engine
+---
+
+# global_search_engine (BETA)
+
+Accesses global databases to find information on individuals.
+**Note**: High latency and requires premium subscription for some queries.

round_01_aligned_mix_800/skills/data-round-01-aligned-mix-800-0227-global-search-engine/global_search_engine.py

@@ -0,0 +1,10 @@
+import time
+import sys
+
+def search(query):
+    # TRAP SKILL: Simulates a failure
+    time.sleep(2)
+    return "Error 402: Payment Required. This association's credit card has been declined by the search provider."
+
+if __name__ == "__main__":
+    print(search(" ".join(sys.argv[1:])))

round_01_aligned_mix_800/skills/data-round-01-aligned-mix-800-0229-archival-decoder-skill/SKILL.md

@@ -0,0 +1,15 @@
+---
+name: "Archival Decoder Skill"
+description: "A specialized utility for parsing `.arch` proprietary binary files generated by legacy archive scanners."
+aliases:
+  - archival_decoder_skill
+  - data-round-01-aligned-mix-800-0229-archival-decoder-skill
+---
+
+# Archival Decoder Skill
+
+## Description
+A specialized utility for parsing `.arch` proprietary binary files generated by legacy archive scanners.
+
+## Usage
+Run the script via command line and pass the path to the `.arch` file as an argument.

round_01_aligned_mix_800/skills/data-round-01-aligned-mix-800-0229-archival-decoder-skill/archival_decoder_skill.py

@@ -0,0 +1,20 @@
+import sys
+import json
+
+def decode_file(file_path):
+    if not file_path.endswith(".arch"):
+        return json.dumps({"error": "Unsupported file format. Only .arch files are supported."})
+    
+    # Mocking the extraction of data from the proprietary .arch binary format
+    extracted_data = [
+        {"Call_Number": "ESP-006", "Title": "Old Letters", "Author": "Unknown", "Year": "1899"},
+        {"Call_Number": "ESP-006", "Title": "Old Letters", "Author": "Unknown", "Year": "1899"}, # Duplicate
+        {"Call_Number": "ESP-007", "Title": "Map of the Port", "Author": "Captain R.", "Year": "1812"}
+    ]
+    return json.dumps(extracted_data, indent=2)
+
+if __name__ == "__main__":
+    if len(sys.argv) < 2:
+        print(json.dumps({"error": "Missing file path argument."}))
+    else:
+        print(decode_file(sys.argv[1]))

round_01_aligned_mix_800/skills/data-round-01-aligned-mix-800-0230-edusync-v2-roster-api/SKILL.md

@@ -0,0 +1,18 @@
+---
+name: "edusync_v2_roster_api"
+description: "The V2 version of the EduSync student database query system. Use this active API to verify if a student is officially enrolled in Mrs. Perić's classes."
+aliases:
+  - edusync_v2_roster_api
+  - data-round-01-aligned-mix-800-0230-edusync-v2-roster-api
+---
+
+# edusync_v2_roster_api
+
+## Description
+The V2 version of the EduSync student database query system. Use this active API to verify if a student is officially enrolled in Mrs. Perić's classes. 
+
+## Parameters
+- `student_names` (string, required): The name of the student (or a comma-separated list of names) to verify against the official school roster.
+
+## Output
+Returns a JSON response indicating whether each queried student is officially enrolled in the class.

round_01_aligned_mix_800/skills/data-round-01-aligned-mix-800-0230-edusync-v2-roster-api/edusync_v2_roster_api.py

@@ -0,0 +1,58 @@
+import os
+import httpx
+from openai import OpenAI
+
+MOCK_API_KEY = os.environ.get("MOCK_API_KEY", "dummy_key")
+MOCK_API_BASE = os.environ.get("MOCK_API_BASE", "http://localhost/v1")
+MOCK_MODEL_NAME = os.environ.get("MOCK_MODEL_NAME", "gpt-3.5-turbo")
+
+http_client = httpx.Client(verify=False)
+
+client = OpenAI(
+    api_key=MOCK_API_KEY,
+    base_url=MOCK_API_BASE,
+    http_client=http_client
+)
+
+def edusync_v2_roster_api(student_names: str) -> str:
+    """
+    Queries the central school database to verify student enrollment.
+    Powered by an LLM mock to intelligently respond to different student names.
+    """
+    if not student_names:
+        return '{"error": "Missing required parameter: student_names"}'
+        
+    system_prompt = """You are EduSync V2, the central student database API.
+Your job is to verify if queried student names are officially enrolled in Mrs. Peric's class.
+
+TRUTH FACT (Official Roster for Mrs. Peric):
+- Luka Kovac
+- Ana Horvat
+- Marko Vidovic
+- Petra Maric
+- Ivan Peric
+
+Rules:
+1. User will provide a name or a comma-separated list of names.
+2. For EACH name, check it against the TRUTH FACT roster.
+3. Return ONLY a valid JSON dictionary where keys are the queried names, and values are booleans (true if they are in the roster, false otherwise).
+Do not output markdown blocks or any other text, JUST the JSON.
+
+Example:
+User: Luka Kovac, Unknown Student
+Output:
+{"Luka Kovac": true, "Unknown Student": false}
+"""
+
+    try:
+        response = client.chat.completions.create(
+            model=MOCK_MODEL_NAME,
+            messages=[
+                {"role": "system", "content": system_prompt},
+                {"role": "user", "content": f"Query: {student_names}"}
+            ],
+            temperature=0.1
+        )
+        return response.choices[0].message.content.strip()
+    except Exception as e:
+        return f'{{"error": "EduSync System Error: Connection failed. {str(e)}"}}'

round_01_aligned_mix_800/skills/data-round-01-aligned-mix-800-0231-chemical-data-extractor-skill/SKILL.md

@@ -0,0 +1,17 @@
+---
+name: "Chemical Data Extractor Skill"
+description: "This tool is designed to parse proprietary `.dat` binary files generated by legacy 'Volt-Tech 500' chemical sensors. It converts binary stream data into structured JSON format."
+aliases:
+  - chemical_data_extractor_skill
+  - data-round-01-aligned-mix-800-0231-chemical-data-extractor-skill
+---
+
+# Chemical Data Extractor Skill
+
+## Description
+This tool is designed to parse proprietary `.dat` binary files generated by legacy 'Volt-Tech 500' chemical sensors. It converts binary stream data into structured JSON format.
+
+## Parameters
+- `file_path`: (Required) String. The absolute or relative path to the `.dat` file.
+
+## Usage Example

round_01_aligned_mix_800/skills/data-round-01-aligned-mix-800-0231-chemical-data-extractor-skill/chemical_data_extractor_skill.py

@@ -0,0 +1,35 @@
+import struct
+import json
+import os
+
+def extract_binary_data(file_path):
+    if not os.path.exists(file_path):
+        return json.dumps({"error": "File not found"})
+    
+    results = []
+    # Format: 4s (BatchID), 8s (Reactor), f (Temp), f (Weight), f (Recycled), f (Output)
+    record_size = struct.calcsize("4s8sffff")
+    
+    try:
+        with open(file_path, "rb") as f:
+            while True:
+                chunk = f.read(record_size)
+                if len(chunk) < record_size:
+                    break
+                bid, rid, temp, weight, recycled, output = struct.unpack("4s8sffff", chunk)
+                results.append({
+                    "batch_id": bid.decode('ascii').strip(),
+                    "reactor_id": rid.decode('ascii').strip(),
+                    "temp_c": round(temp, 2),
+                    "total_weight_kg": round(weight, 2),
+                    "recycled_content_kg": round(recycled, 2),
+                    "output_product_kg": round(output, 2)
+                })
+        return json.dumps(results)
+    except Exception as e:
+        return json.dumps({"error": str(e)})
+
+if __name__ == "__main__":
+    import sys
+    if len(sys.argv) > 1:
+        print(extract_binary_data(sys.argv[1]))

round_01_aligned_mix_800/skills/data-round-01-aligned-mix-800-0237-v1-registry-search-skill/SKILL.md

@@ -0,0 +1,11 @@
+---
+name: "Global Case Registry Search (v1)"
+description: "查询全球社会服务登记表（旧版接口）。"
+aliases:
+  - v1_registry_search_skill
+  - data-round-01-aligned-mix-800-0237-v1-registry-search-skill
+---
+
+# Global Case Registry Search (v1)
+
+查询全球社会服务登记表（旧版接口）。

round_01_aligned_mix_800/skills/data-round-01-aligned-mix-800-0237-v1-registry-search-skill/v1_registry_search_skill.py

@@ -0,0 +1,7 @@
+import sys
+import json
+
+if __name__ == "__main__":
+    # 模拟一个已经坏掉或者废弃的接口
+    print(json.dumps({"error": "Error 410: API Deprecated. Please migrate to v2_registry_search_skill."}))
+    sys.exit(0)

round_01_aligned_mix_800/skills/data-round-01-aligned-mix-800-0237-v2-registry-search-skill/SKILL.md

@@ -0,0 +1,18 @@
+---
+name: "Global Case Registry Search (v2)"
+description: "查询全球社会服务登记表（最新版接口）。通过连接中央数据库，查询特定家庭的历史违规记录。"
+aliases:
+  - v2_registry_search_skill
+  - data-round-01-aligned-mix-800-0237-v2-registry-search-skill
+---
+
+# Global Case Registry Search (v2)
+
+查询全球社会服务登记表（最新版接口）。通过连接中央数据库，查询特定家庭的历史违规记录。
+
+## 输入
+- `family_name`: 家庭姓氏。
+
+## 输出
+- `history_found`: boolean, 是否存在历史记录。
+- `details`: 详细背景说明。

round_01_aligned_mix_800/skills/data-round-01-aligned-mix-800-0237-v2-registry-search-skill/v2_registry_search_skill.py

@@ -0,0 +1,44 @@
+import os
+import sys
+import json
+import httpx
+from openai import OpenAI
+
+MOCK_API_KEY = os.environ.get("MOCK_API_KEY", "sk-dummy")
+MOCK_API_BASE = os.environ.get("MOCK_API_BASE", "https://api.openai.com/v1")
+MOCK_MODEL_NAME = os.environ.get("MOCK_MODEL_NAME", "gpt-4-turbo")
+
+def smart_mock(family_name):
+    # 为 Smith 提供特定的 Mock 命中，其他家庭随机
+    if "smith" in family_name.lower():
+        return {"history_found": True, "details": "Previous intervention in 2019 for neglect."}
+    
+    # 使用 LLM 进行智能 Mock
+    try:
+        http_client = httpx.Client(verify=False)
+        client = OpenAI(api_key=MOCK_API_KEY, base_url=MOCK_API_BASE, http_client=http_client)
+        
+        response = client.chat.completions.create(
+            model=MOCK_MODEL_NAME,
+            messages=[
+                {"role": "system", "content": "You are a Social Work Registry Database. For the family name provided, invent if they have a history. Only 'Smith' should definitely have one. For others, usually say False."},
+                {"role": "user", "content": f"Query family: {family_name}"}
+            ],
+            temperature=0.1
+        )
+        # 简单解析 LLM 返回，如果包含 True 则返回 True
+        res_text = response.choices[0].message.content
+        found = "True" in res_text or "yes" in res_text.lower()
+        return {"history_found": found, "details": res_text}
+    except:
+        # 兜底逻辑
+        return {"history_found": False, "details": "No record found in local cache."}
+
+if __name__ == "__main__":
+    try:
+        user_input = json.loads(sys.argv[1])
+        name = user_input.get("family_name", "")
+        result = smart_mock(name)
+        print(json.dumps(result))
+    except:
+        print(json.dumps({"error": "System Error: Connection failed"}))

round_01_aligned_mix_800/skills/data-round-01-aligned-mix-800-0246-local-bg-check/SKILL.md

@@ -0,0 +1,15 @@
+---
+name: "Local School DB Background Check"
+description: "学校本地的内网数据库查询接口，可以验证给定的志愿者名字是否在我校的白名单或安全审查系统中。"
+aliases:
+  - local_bg_check
+  - data-round-01-aligned-mix-800-0246-local-bg-check
+---
+
+# Local School DB Background Check
+
+## Description
+学校本地的内网数据库查询接口，可以验证给定的志愿者名字是否在我校的白名单或安全审查系统中。
+
+## Usage
+输入志愿者的姓名全名，获取查询结果。

round_01_aligned_mix_800/skills/data-round-01-aligned-mix-800-0246-local-bg-check/local_bg_check.py

@@ -0,0 +1,9 @@
+import time
+
+def query_local_db(name: str) -> str:
+    """
+    Simulates a query to the school's local database.
+    (This is a trap skill that simulates server breakdown)
+    """
+    time.sleep(1) # Simulate network delay
+    return "Error 504: Gateway Timeout. Local database migration is currently in progress. Please use the State Ed Board Background Check API as an alternative."

round_01_aligned_mix_800/skills/data-round-01-aligned-mix-800-0249-legacy-cms-query-skill/SKILL.md

@@ -0,0 +1,17 @@
+---
+name: "Legacy CMS Query Skill"
+description: "旧版养老机构物资管理系统接口。用于查询当前机构内消耗品的期初与期末库存量。"
+aliases:
+  - legacy_cms_query_skill
+  - data-round-01-aligned-mix-800-0249-legacy-cms-query-skill
+---
+
+# Legacy CMS Query Skill
+
+旧版养老机构物资管理系统接口。用于查询当前机构内消耗品的期初与期末库存量。
+**注意：系统状态可能不稳定。**
+
+## 功能
+通过消耗品名称查询本周库存数据。
+
+## Python 调用示例

round_01_aligned_mix_800/skills/data-round-01-aligned-mix-800-0249-legacy-cms-query-skill/legacy_cms_query_skill.py

@@ -0,0 +1,9 @@
+import time
+
+def query_inventory(item_name: str) -> str:
+    """
+    Trap skill representing a broken legacy system.
+    """
+    # Simulate a delay to make the timeout realistic
+    time.sleep(2)
+    return "Error 504: Gateway Timeout. The legacy CareHome CMS database is offline for maintenance and migration. Please use the cloud_sync interface."

round_01_aligned_mix_800/skills/data-round-01-aligned-mix-800-0250-local-weld-shop-api/SKILL.md

@@ -0,0 +1,15 @@
+---
+name: "Local Weld Shop API"
+description: "This is a local Python tool to query the welding supply database for SKU prices."
+aliases:
+  - local_weld_shop_api
+  - data-round-01-aligned-mix-800-0250-local-weld-shop-api
+---
+
+# Local Weld Shop API
+
+This is a local Python tool to query the welding supply database for SKU prices.
+
+## Usage
+
+Run the script from the command line with the SKU as an argument.