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AI & LLM Engineering · By brycewang-stanford
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Catalogue of prompt framings that determine whether an agent refuses or performs specification search, and the harness for probing them. | brycewang-stanford/ | 4.6k | — | ~1.4k | Automated safety check: Pass | Unknown | 6 days ago |
| 2 | 2.I3 RAG Builder with Parallel Document Processing Vector database construction with local embeddings (zero cost) Handles PDF download, text extraction, chunking, and vector database creation Absorbed B5… | brycewang-stanford/ | 4.6k | — | ~1.8k | Automated safety check: Pass | Unknown | 6 days ago |
| 3 | Run and score the agent p-hacking benchmark. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~1.6k | Automated safety check: Pass | Unknown | 6 days ago |
| 4 | Entry point for the p-hacking skills suite. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~1.7k | Automated safety check: Pass | Unknown | 6 days ago |
| 5 | Audit economic analysis outputs (fiscal briefings, macro briefings, market research, longlists, and other quantitative economic documents) against methodology standards, academic literature, and… | brycewang-stanford/ | 4.6k | — | ~4.9k | Automated safety check: Notes | Unknown | 6 days ago |
| 6 | Structural topic modeling: STM spec, topic count, coherence-exclusivity. | brycewang-stanford/ | 4.6k | — | ~3.7k | Automated safety check: Pass | Unknown | 6 days ago |
| 7 | A skill your agent uses when deciding whether a project is a strong AAAI submission across its broad AI scope, should be reframed or routed to a dedicated track such as AI for Social Impact or AI… | brycewang-stanford/ | 1.2k | — | ~1.4k | Automated safety check: Pass | MIT | 14 days ago |
| 8 | A skill your agent uses when packaging code, datasets, prompts, model outputs, or annotation materials for an ACL submission under ACL Rolling Review, covering anonymized supplement archives… | brycewang-stanford/ | 1.2k | — | ~1.5k | Automated safety check: Pass | MIT | 14 days ago |
| 9 | A skill your agent uses when designing or auditing experiments for an ACL paper, covering tuned LLM baselines, multi-dataset and multilingual evaluation, statistical significance and variance, human… | brycewang-stanford/ | 1.2k | — | ~1.4k | Automated safety check: Pass | MIT | 14 days ago |
| 10 | A skill your agent uses when auditing an ACL submission before an ACL Rolling Review cycle deadline, covering long/short paper page budgets, the mandatory Limitations section, Responsible NLP… | brycewang-stanford/ | 1.2k | — | ~1.6k | Automated safety check: Pass | MIT | 14 days ago |
| 11 | A skill your agent uses when deciding whether a project fits ACL versus EMNLP, NAACL, EACL, TACL, Computational Linguistics, COLM, or an ML venue, covering contribution typing for NLP work… | brycewang-stanford/ | 1.2k | — | ~1.6k | Automated safety check: Pass | MIT | 14 days ago |
| 12 | A skill your agent uses when drafting or polishing an American Sociological Review (ASR) manuscript so it reads for the whole discipline, follows the ASA Style Guide, and fits the limits (Articles… | brycewang-stanford/ | 1.2k | — | ~1.5k | Automated safety check: Pass | MIT | 14 days ago |
| 13 | A skill your agent uses when designing or auditing the empirical core of a COLM paper — contamination analysis for evaluation data, fair baselines under matched prompting and compute, pinned model… | brycewang-stanford/ | 1.2k | — | ~1.6k | Automated safety check: Pass | MIT | 14 days ago |
| 14 | A skill your agent uses when deciding what belongs in a CVPR supplementary upload versus the 8-page body, covering the one-week-later supplement deadline, video and qualitative-result norms in… | brycewang-stanford/ | 1.2k | — | ~1.7k | Automated safety check: Pass | MIT | 14 days ago |
| 15 | A skill your agent uses when packaging code, data, prompts, model outputs, and annotation materials for an EACL submission, first as an anonymized ACL Rolling Review supplement aligned with the… | brycewang-stanford/ | 1.2k | — | ~936 | Automated safety check: Pass | MIT | 14 days ago |
| 16 | A skill your agent uses when drafting an EACL author response during the ACL Rolling Review rebuttal window, covering how to triage reviewer points, address the action editor who writes the… | brycewang-stanford/ | 1.2k | — | ~1k | Automated safety check: Pass | MIT | 14 days ago |
| 17 | A skill your agent uses when running the Responsible NLP checklist as a claims audit for an EACL paper, covering hyperparameter and compute disclosure, verbatim prompt and decoding reporting… | brycewang-stanford/ | 1.2k | — | ~917 | Automated safety check: Pass | MIT | 14 days ago |
| 18 | A skill your agent uses when auditing an EACL submission before its single ACL Rolling Review cycle deadline, covering ACL-template compliance, the 8-page long / 4-page short content caps, the… | brycewang-stanford/ | 1.2k | — | ~1.3k | Automated safety check: Pass | MIT | 14 days ago |
| 19 | A skill your agent uses when deciding whether a computer-vision project should target ECCV — weighing the two-year even-year cadence against CVPR, ICCV, WACV, BMVC, ACCV, NeurIPS, and journal… | brycewang-stanford/ | 1.2k | — | ~1.1k | Automated safety check: Pass | MIT | 14 days ago |
| 20 | A skill your agent uses when sharpening a contribution for The Econometrics Journal (EctJ) into a compact leading-case claim with demonstrated applied value, covering the failure mode of incumbent… | brycewang-stanford/ | 1.2k | — | ~1.2k | Automated safety check: Pass | MIT | 14 days ago |
| 21 | A skill your agent uses when packaging the artifacts of an EMNLP paper — datasets, annotation guidelines, prompts, evaluation code, and model outputs — as anonymous review-time evidence or public… | brycewang-stanford/ | 1.2k | — | ~1.7k | Automated safety check: Pass | MIT | 14 days ago |
| 22 | A skill your agent uses when auditing an EMNLP submission before the ACL Rolling Review deadline, covering ACL-template compliance, the 8-page long / 4-page short caps, the mandatory Limitations… | brycewang-stanford/ | 1.2k | — | ~1.8k | Automated safety check: Pass | MIT | 14 days ago |
| 23 | A skill your agent uses when deciding whether a project belongs at EMNLP, weighing its empirical-NLP identity against ACL, NAACL, EACL, AACL, CoNLL, LREC-COLING, TACL, and ML venues, matching the… | brycewang-stanford/ | 1.2k | — | ~1.8k | Automated safety check: Pass | MIT | 14 days ago |
| 24 | A skill your agent uses when preparing the accountability artifacts that accompany an ACM FAccT paper — datasheets for datasets, model cards, data statements, audit and impact-assessment… | brycewang-stanford/ | 1.2k | — | ~1.5k | Automated safety check: Pass | MIT | 14 days ago |
| 25 | A skill your agent uses when preparing an accepted ACM FAccT paper for camera-ready — de-anonymizing and adding the withheld Positionality/Acknowledgements statements, switching to the acmart… | brycewang-stanford/ | 1.2k | — | ~1.3k | Automated safety check: Pass | MIT | 14 days ago |
| 26 | A skill your agent uses when deciding whether a responsible-AI project belongs at ACM FAccT or should route to a pure-ML venue (NeurIPS/ICML/ICLR), an HCI venue (CHI/CSCW), a law/policy venue, or an… | brycewang-stanford/ | 1.2k | — | ~1.7k | Automated safety check: Pass | MIT | 14 days ago |
| 27 | A skill your agent uses when planning an ACM FAccT project timeline from venue fit through abstract registration, OpenReview submission, the rebuttal window, the new Accept/Revise/Reject… | brycewang-stanford/ | 1.2k | — | ~1.5k | Automated safety check: Pass | MIT | 14 days ago |
| 28 | A skill your agent uses when deciding whether a computer-vision project should target ICCV, weighing the biennial odd-year cadence and its two-year option cost, what the Marr Prize lineage says… | brycewang-stanford/ | 1.2k | — | ~1.7k | Automated safety check: Pass | MIT | 14 days ago |
| 29 | A skill your agent uses when deciding whether a project is a strong ICLR submission, should be reframed for ICLR, or should be routed to NeurIPS, ICML, AAAI, AISTATS, ACL, CVPR, KDD, or another venue. | brycewang-stanford/ | 1.2k | — | ~990 | Automated safety check: Pass | MIT | 14 days ago |
| 30 | A skill your agent uses when packaging datasets, models, prompts, or annotation materials for a NAACL-bound submission — building the artifact around the Responsible NLP checklist's artifact… | brycewang-stanford/ | 1.2k | — | ~1.5k | Automated safety check: Pass | MIT | 14 days ago |
| 31 | A skill your agent uses when hardening the reproducibility story of a NAACL submission — treating the Responsible NLP checklist as a binding contract, pinning model versions and API access dates… | brycewang-stanford/ | 1.2k | — | ~1.4k | Automated safety check: Pass | MIT | 14 days ago |
| 32 | A skill your agent uses when deciding what NeurIPS material belongs in the main PDF body, the references, text appendices, the mandatory Paper Checklist, the separate code/data ZIP, or an external… | brycewang-stanford/ | 1.2k | — | ~963 | Automated safety check: Pass | MIT | 14 days ago |
| 33 | A skill your agent uses when deciding whether a project belongs at SIGIR and in which of its tracks — testing whether retrieval is the contribution or the plumbing, forking across… | brycewang-stanford/ | 1.2k | — | ~1.8k | Automated safety check: Pass | MIT | 14 days ago |
| 34 | 34.Smr Rebuttal A skill your agent uses when responding to a Sociological Methods & Research (SMR) decision letter — drafting the point-by-point response and revision plan for properties, simulations, the empirical… | brycewang-stanford/ | 1.2k | — | ~1.2k | Automated safety check: Pass | MIT | 14 days ago |
| 35 | A skill your agent uses when producing the final PVLDB version of an accepted VLDB paper, covering the volume-specific template, PDF/A compliance and font embedding, figure legibility floors, the… | brycewang-stanford/ | 1.2k | — | ~982 | Automated safety check: Pass | MIT | 14 days ago |
| 36 | VLM-based OCR pipeline: model selection, prompts, architecture, evaluation. | brycewang-stanford/ | 4.6k | — | ~3.7k | Automated safety check: Pass | Unknown | 6 days ago |
| 37 | LLM-based text classification: codebook, validation, agreement statistics. | brycewang-stanford/ | 4.6k | — | ~4.8k | Automated safety check: Pass | Unknown | 6 days ago |
