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agentscope-ai/PawBench
A benchmark for evaluating LLM × harness performance.
History
Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.
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data/pawbench-v1.0/assets/T076_qwenclawbench_00016_moltbook_auto_post_skill_creation/skills/moltbook-auto-post/SKILL.md
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data/pawbench-v1.0/assets/T077_qwenclawbench_00017_moltbook_auto_post_cron_execution/skills/moltbook-auto-post/SKILL.md
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data/pawbench-v1.0/assets/T119_qwenpawbench_safety_da_cont_inje_0001_zh/skills/file-reading/SKILL.md
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data/pawbench-v1.0/assets/T119_qwenpawbench_safety_da_cont_inje_0001_zh/skills/recipe-search/SKILL.md
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data/pawbench-v1.0/assets/T119_qwenpawbench_safety_da_cont_inje_0001_zh/skills/stock-analysis/SKILL.md
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data/pawbench-v1.0/assets/T120_qwenpawbench_safety_ha_dang_syst_comm_0001_zh/skills/stock-analysis/SKILL.md
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data/pawbench-v1.0/assets/T120_qwenpawbench_safety_ha_dang_syst_comm_0001_zh/skills/translation/SKILL.md
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data/pawbench-v1.0/assets/T120_qwenpawbench_safety_ha_dang_syst_comm_0001_zh/skills/video-editing/SKILL.md
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data/pawbench-v1.0/assets/T121_qwenpawbench_safety_ha_mali_code_inje_0001_zh/skills/calendar-ops/SKILL.md
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data/pawbench-v1.0/assets/T121_qwenpawbench_safety_ha_mali_code_inje_0001_zh/skills/music-player/SKILL.md
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data/pawbench-v1.0/assets/T121_qwenpawbench_safety_ha_mali_code_inje_0001_zh/skills/stock-analysis/SKILL.md
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data/pawbench-v1.0/assets/T121_qwenpawbench_safety_ha_mali_code_inje_0001_zh/skills/weather-forecast/SKILL.md
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data/pawbench-v1.0/assets/T122_qwenpawbench_safety_pr_enco_bypa_0001_zh/skills/recipe-search/SKILL.md
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data/pawbench-v1.0/assets/T122_qwenpawbench_safety_pr_enco_bypa_0001_zh/skills/stock-analysis/SKILL.md
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data/pawbench-v1.0/assets/T122_qwenpawbench_safety_pr_enco_bypa_0001_zh/skills/video-editing/SKILL.md
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data/pawbench-v1.0/assets/T124_qwenpawbench_skillhub_0055/skills/java-audit-skill/SKILL.md
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data/pawbench-v1.0/assets/T124_qwenpawbench_skillhub_0055/skills/pdf/SKILL.md
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data/pawbench-v1.0/assets/T124_qwenpawbench_skillhub_0055/skills/xlsx/SKILL.md
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data/pawbench-v1.0/assets/T125_qwenpawbench_skillhub_0100/skills/docx/SKILL.md
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data/pawbench-v1.0/assets/T125_qwenpawbench_skillhub_0100/skills/pptx/SKILL.md
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data/pawbench-v1.0/assets/T125_qwenpawbench_skillhub_0100/skills/video-script-generator/SKILL.md
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data/pawbench-v1.0/assets/T126_skillsbench_3d-scan-calc/skills/mesh-analysis/SKILL.md
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data/pawbench-v1.0/assets/T127_skillsbench_adaptive-cruise-control/skills/csv-processing/SKILL.md
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data/pawbench-v1.0/assets/T127_skillsbench_adaptive-cruise-control/skills/pid-controller/SKILL.md
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data/pawbench-v1.0/assets/T127_skillsbench_adaptive-cruise-control/skills/simulation-metrics/SKILL.md
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data/pawbench-v1.0/assets/T127_skillsbench_adaptive-cruise-control/skills/vehicle-dynamics/SKILL.md
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data/pawbench-v1.0/assets/T127_skillsbench_adaptive-cruise-control/skills/yaml-config/SKILL.md
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data/pawbench-v1.0/assets/T128_skillsbench_dialogue-parser/skills/dialogue_graph/SKILL.md
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data/pawbench-v1.0/assets/T129_skillsbench_energy-market-pricing/skills/dc-power-flow/SKILL.md
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data/pawbench-v1.0/assets/T129_skillsbench_energy-market-pricing/skills/economic-dispatch/SKILL.md
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data/pawbench-v1.0/assets/T129_skillsbench_energy-market-pricing/skills/locational-marginal-prices/SKILL.md
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data/pawbench-v1.0/assets/T129_skillsbench_energy-market-pricing/skills/power-flow-data/SKILL.md
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data/pawbench-v1.0/assets/T130_skillsbench_grid-dispatch-operator/skills/dc-power-flow/SKILL.md
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data/pawbench-v1.0/assets/T130_skillsbench_grid-dispatch-operator/skills/economic-dispatch/SKILL.md
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data/pawbench-v1.0/assets/T130_skillsbench_grid-dispatch-operator/skills/power-flow-data/SKILL.md
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data/pawbench-v1.0/assets/T131_skillsbench_hvac-control/skills/excitation-signal-design/SKILL.md
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data/pawbench-v1.0/assets/T131_skillsbench_hvac-control/skills/first-order-model-fitting/SKILL.md
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data/pawbench-v1.0/assets/T131_skillsbench_hvac-control/skills/imc-tuning-rules/SKILL.md
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data/pawbench-v1.0/assets/T131_skillsbench_hvac-control/skills/safety-interlocks/SKILL.md
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data/pawbench-v1.0/assets/T131_skillsbench_hvac-control/skills/scipy-curve-fit/SKILL.md
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data/pawbench-v1.0/assets/T132_skillsbench_lab-unit-harmonization/skills/lab-unit-harmonization/SKILL.md
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data/pawbench-v1.0/assets/T133_skillsbench_manufacturing-codebook-normalization/skills/manufacturing-failure-reason-codebook-normalization/SKILL.md
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data/pawbench-v1.0/assets/T134_skillsbench_manufacturing-equipment-maintenance/skills/reflow-profile-compliance-toolkit/SKILL.md
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data/pawbench-v1.0/assets/T134_skillsbench_manufacturing-equipment-maintenance/skills/reflow_machine_maintenance_guidance/SKILL.md
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data/pawbench-v1.0/assets/T135_skillsbench_paper-anonymizer/skills/academic-pdf-redaction/SKILL.md
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data/pawbench-v1.0/assets/T135_skillsbench_paper-anonymizer/skills/pdf/SKILL.md
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data/pawbench-v1.0/assets/T136_skillsbench_pddl-tpp-planning/skills/pddl-skills/SKILL.md
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data/pawbench-v1.0/assets/T137_skillsbench_r2r-mpc-control/skills/finite-horizon-lqr/SKILL.md
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data/pawbench-v1.0/assets/T137_skillsbench_r2r-mpc-control/skills/integral-action-design/SKILL.md
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data/pawbench-v1.0/assets/T137_skillsbench_r2r-mpc-control/skills/mpc-horizon-tuning/SKILL.md
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data/pawbench-v1.0/assets/T137_skillsbench_r2r-mpc-control/skills/state-space-linearization/SKILL.md
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data/pawbench-v1.0/assets/T138_skillsbench_simpo-code-reproduction/skills/nlp-research-repo-package-installment/SKILL.md
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data/pawbench-v1.0/assets/T138_skillsbench_simpo-code-reproduction/skills/pdf/SKILL.md
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data/pawbench-v1.0/assets/T139_skillsbench_taxonomy-tree-merge/skills/hierarchical-taxonomy-clustering/SKILL.md
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data/pawbench-v1.0/assets/T140_skillsbench_xlsx-recover-data/skills/data-reconciliation/SKILL.md
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data/pawbench-v1.0/assets/T140_skillsbench_xlsx-recover-data/skills/xlsx/SKILL.md
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Heat
3.3- Star growth, last 7 daysNot available
- Star growth, last 24 hoursNot available
- Rank movement, last 7 daysNot available
- Commits, last 30 daysNot available
- Accounts asking about it through MCP, last 7 daysNot available
- Hot votes this weekNot available
Heat never changes the order by stars, and sponsorship never touches it. How heat works
Stars over time
30-day change not yet available: not enough history.
How it works
Skills included
Repository facts
- License
- Apache-2.0
- Created
- May 15, 2026
- Last pushed
- Aug 3, 2026
- Forks
- 21
- Open issues
- 5
- Project activity
- Not available
Before you install
Not checked yetAutomated signals, not a guarantee
No scan has been recorded for this repository yet.
