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bio-machine-learning-atlas-mapping
【数据与研究】Maps query single-cell data onto reference atlases and transfers cell-type labels using scArches surgery (scVI/scANVI), Symphony, Azimuth, CellTypist, scPoli, popV, and foundation models, with explicit out-of-distribution and label-transfer uncertainty. Use when annotating new single-cell datasets against a pre-trained reference, deciding which mappi…
claims-billing-rules
【开发与工程】Reasoning skill for healthcare claims billing rules and fraud detection logic. Use when the user asks about CMS billing rules, place of service codes, global surgery periods, modifier usage (25 59 76 77), NCCI edit logic, column 1 column 2 code pairs, mutually exclusive procedures, modifier indicators, fraud waste and abuse patterns, E&M upcoding, un…
aws-security-posture-hardening
【开发与工程】Review broad AWS security posture across Security Hub CSPM, GuardDuty, Inspector, Macie, Config, CloudTrail, IAM, public exposure, vulnerability findings, and remediation governance. Prefer compliance evidence mapper for audit evidence packs, IAM skill for policy surgery, S3 perimeter for S3 exposure, Bedrock governor for GenAI agents, and KMS/secret…
gcp-security-posture-hardening
【设计与创意】Review GCP security posture via Security Command Center findings, CIS GCP Benchmark gaps, org policy enforcement baseline, Assured Workloads controls, Binary Authorization, and CSPM recommendations. Prefer gcp-iam-least-privilege-review for IAM binding surgery and gcp-vpc-service-controls-architect for VPC-SC perimeter design unless the request is pr…
Terraform
【部署与运维】Writes, debugs, and refactors Terraform — HCL and modules, plan and apply failures, state surgery, drift, and provider pinning. Use when writing or reviewing HCL, when terraform plan or apply errors out, when a plan shows a permanent diff, an unexplained destroy, or "forces replacement", when renaming, importing, or moving resources between modules a…
animal-surgery-protocol
【效率与协作】Create animal surgery protocols with safety. TRIGGERS - Use when user needs help with animal-surgery-protocol related tasks.
anti-patterns
【开发与工程】Catalogs and detects common software anti-patterns (god object, leaky abstraction, feature envy, shotgun surgery, cargo cult) to help developers recognize and refactor harmful code practices.
cosmetic-surgery-writer
【效率与协作】当需要撰写医美相关专业文案、行业指南、科普文章时使用。触发场景：医美科普/整形内容。当用户提到"医美内容"、"医美科普"、"整形内容"、"cosmetic"、"surgery"时应触发此技能。
cosmetic-surgery-writer
【效率与协作】当需要撰写医美相关专业文案、行业指南、科普文章时使用。触发场景：医美科普/整形内容。当用户提到"医美内容"、"医美科普"、"整形内容"、"cosmetic"、"surgery"时应触发此技能。
documenting-trauma-surgery
【文档与办公】Creates trauma surgery documentation with injury severity scoring and damage control principles. Use when documenting trauma operations, calculating ISS, or recording damage control sequences.
foot-ankle-surgery-master
【开发与工程】足踝外科 (foot and ankle surgery) Master OS — automated mastery of foot and ankle surgery: top builders' mental models, tool stack, current workflows, jargon, and where to keep up. Trigger this skill when the user works on foot and ankle surgery problems and wants industry-grade thinking, tool selection, or workflow guidance. 触发词：「足踝」「扭伤」「足底筋膜炎」「拇外翻」「踝关节…
jama-surgery
【开发与工程】Use when targeting JAMA Surgery or deciding whether a surgical-outcomes or surgical-trial study fits this venue. Encodes the journal's fit, the surgical-trial and perioperative evidence bar, surgical-reporting challenges, reporting-guideline and trial-registration requirements, JAMA Network house style, official-submission re-check, and desk-reject h…
langcare-oncology
【数据与研究】Compiles oncology treatment timeline from FHIR data including cancer staging (TNM), treatment history (chemo, radiation, surgery), lab trends (tumor markers, CBC), and response assessment (RECIST criteria). Use when asked about oncology timeline, cancer treatment history, tumor staging, treatment response, or cancer care summary.
langcare-pre-op-labs
【效率与协作】Evaluates preoperative laboratory readiness by checking required labs based on procedure type, patient age, comorbidities, and ASA classification. Identifies missing or expired labs and flags abnormal results that may delay surgery. Use when asked for pre-op labs, surgical clearance labs, preoperative lab checklist, or readiness for surgery assessmen…
managing-bariatric-surgery-pathways
【文档与办公】Structures bariatric surgery evaluation with insurance requirements, preoperative optimization, and post-surgical nutrition protocols. Use when evaluating bariatric candidates, documenting insurance criteria, or managing post-bariatric care.
managing-bariatric-surgery-pathways
【文档与办公】Structures bariatric surgery evaluation with insurance requirements, preoperative optimization, and post-surgical nutrition protocols. Use when evaluating bariatric candidates, documenting insurance criteria, or managing post-bariatric care.
managing-obesity
【效率与协作】Guides comprehensive obesity management with BMI tracking, lifestyle interventions, medication options, and surgical referral criteria. Use when managing weight, counseling on obesity, or evaluating bariatric surgery candidacy.
managing-oral-surgery-cases
【文档与办公】Structures oral surgery documentation with extraction complexity assessment and complication management. Use when documenting extractions, assessing surgical complexity, or managing oral surgery complications.