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Claude Skills by Manoj-11-Dahal
github.com/Manoj-11-Dahal15,860 skills0 installs0 views
- Medical Claim Strength CalibrationUse when a task involves calibrating medical research language so conclusions do not exceed study design, effect estimates, or evidence certainty to identify the research or operational question, target population or system, relevant version, sensitive data, and approval boundary before acting. Use current primary sources, produce a traceable artifact, and verify it against explicit criteria. Trigger for planning, analysis, review, or troubleshooting in this focused domain; do not execute ext...Votes: 0GitHub stars: 2
- Meta Analysis FeasibilityUse when a task involves deciding whether a set of studies can be combined quantitatively without obscuring important clinical or methodological differences to identify the research or operational question, target population or system, relevant version, sensitive data, and approval boundary before acting. Use current primary sources, produce a traceable artifact, and verify it against explicit criteria. Trigger for planning, analysis, review, or troubleshooting in this focused domain; do not ...Votes: 0GitHub stars: 2
- Sample Size Power PlanningUse when a task involves planning or reviewing a study's sample-size rationale from an explicit outcome, effect, error rates, and design assumptions to identify the research or operational question, target population or system, relevant version, sensitive data, and approval boundary before acting. Use current primary sources, produce a traceable artifact, and verify it against explicit criteria. Trigger for planning, analysis, review, or troubleshooting in this focused domain; do not execute ...Votes: 0GitHub stars: 2
- Scientific Statistical AnalysisUse when a task involves planning a statistical analysis that maps the scientific question to estimand, sampling unit, model, and uncertainty to identify the research or operational question, target population or system, relevant version, sensitive data, and approval boundary before acting. Use current primary sources, produce a traceable artifact, and verify it against explicit criteria. Trigger for planning, analysis, review, or troubleshooting in this focused domain; do not execute externa...Votes: 0GitHub stars: 2
- Scientific Visualization Quality ReviewUse when a task involves reviewing scientific figures for faithful scales, readable labels, color accessibility, uncertainty, and reproducibility to identify the research or operational question, target population or system, relevant version, sensitive data, and approval boundary before acting. Use current primary sources, produce a traceable artifact, and verify it against explicit criteria. Trigger for planning, analysis, review, or troubleshooting in this focused domain; do not execute ext...Votes: 0GitHub stars: 2
- Sensitivity Analysis PlanningUse when a task involves pre-specifying sensitivity analyses that test how reasonable analytic choices affect a scientific result to identify the research or operational question, target population or system, relevant version, sensitive data, and approval boundary before acting. Use current primary sources, produce a traceable artifact, and verify it against explicit criteria. Trigger for planning, analysis, review, or troubleshooting in this focused domain; do not execute external writes or ...Votes: 0GitHub stars: 2
- Survival Analysis DesignUse when a task involves planning a time-to-event analysis with a clear time origin, event, censoring, competing risks, and estimand to identify the research or operational question, target population or system, relevant version, sensitive data, and approval boundary before acting. Use current primary sources, produce a traceable artifact, and verify it against explicit criteria. Trigger for planning, analysis, review, or troubleshooting in this focused domain; do not execute external writes ...Votes: 0GitHub stars: 2
- AutoresearchUse when a task involves running bounded, reproducible experiments that compare candidate approaches against a fixed baseline to identify the intended outcome, relevant inputs, platform or version, sensitive data, and permission boundary before acting. Use current primary documentation for version-sensitive behavior, produce a reviewable artifact, and verify it against stated criteria. Trigger for planning, implementation, evaluation, or troubleshooting in this focused domain; do not install ...Votes: 0GitHub stars: 2
- Bibliographic DeduplicationUse when a task involves deduplicating a literature-search library while preserving citation identity and source provenance to identify the research or operational question, target population or system, relevant version, sensitive data, and approval boundary before acting. Use current primary sources, produce a traceable artifact, and verify it against explicit criteria. Trigger for planning, analysis, review, or troubleshooting in this focused domain; do not execute external writes or clinic...Votes: 0GitHub stars: 2
- Case Control Study PlanningUse when a task involves planning a case-control study with defensible case definitions, control selection, exposure ascertainment, and bias controls to identify the research or operational question, target population or system, relevant version, sensitive data, and approval boundary before acting. Use current primary sources, produce a traceable artifact, and verify it against explicit criteria. Trigger for planning, analysis, review, or troubleshooting in this focused domain; do not execute...Votes: 0GitHub stars: 2
- Citation Fragment Destination RepairUse when a report contains broken, redirected, or misleading citation links to create or update a corrected citation list with verified destination and quoted heading. Use the configured search, fetch, read, browser, and test capabilities only when available and authorized. Success criterion: each cited URL opens the intended page section and supports its attached claim. Preserve evidence and a run record, limit rework to three meaningful passes, and obtain approval before externally visible ...Votes: 0GitHub stars: 2
- Clinical Cohort Protocol DesignUse when a task involves drafting a clinical cohort protocol with explicit population, time origin, follow-up, outcomes, and data governance to identify the research or operational question, target population or system, relevant version, sensitive data, and approval boundary before acting. Use current primary sources, produce a traceable artifact, and verify it against explicit criteria. Trigger for planning, analysis, review, or troubleshooting in this focused domain; do not execute external...Votes: 0GitHub stars: 2
- Clinical Dataset GovernanceUse when a task involves planning access, minimization, quality, retention, and audit controls for a clinical research dataset to identify the research or operational question, target population or system, relevant version, sensitive data, and approval boundary before acting. Use current primary sources, produce a traceable artifact, and verify it against explicit criteria. Trigger for planning, analysis, review, or troubleshooting in this focused domain; do not execute external writes or cli...Votes: 0GitHub stars: 2
- Clinical Study Protocol DesignUse when a task involves drafting a research protocol for a clinical or translational study that requires expert, ethical, and regulatory review to identify the intended outcome, relevant inputs, platform or version, sensitive data, and permission boundary before acting. Use current primary documentation for version-sensitive behavior, produce a reviewable artifact, and verify it against stated criteria. Trigger for planning, implementation, evaluation, or troubleshooting in this focused doma...Votes: 0GitHub stars: 2
- Confounder Bias Control PlanningUse when a task involves planning confounding and selection-bias controls for a biomedical observational study to identify the research or operational question, target population or system, relevant version, sensitive data, and approval boundary before acting. Use current primary sources, produce a traceable artifact, and verify it against explicit criteria. Trigger for planning, analysis, review, or troubleshooting in this focused domain; do not execute external writes or clinical actions wi...Votes: 0GitHub stars: 2
- Laboratory Automation Protocol ReviewUse when a task involves reviewing a laboratory automation protocol for instrument compatibility, sample tracking, safety, and recoverability to identify the research or operational question, target population or system, relevant version, sensitive data, and approval boundary before acting. Use current primary sources, produce a traceable artifact, and verify it against explicit criteria. Trigger for planning, analysis, review, or troubleshooting in this focused domain; do not execute externa...Votes: 0GitHub stars: 2
- Literature Search StrategyUse when a task involves designing a reproducible search strategy for a scientific or biomedical question across relevant databases to identify the research or operational question, target population or system, relevant version, sensitive data, and approval boundary before acting. Use current primary sources, produce a traceable artifact, and verify it against explicit criteria. Trigger for planning, analysis, review, or troubleshooting in this focused domain; do not execute external writes o...Votes: 0GitHub stars: 2
- Medical Evidence SynthesisUse when a task involves summarizing medical evidence for research or education while preserving study quality, uncertainty, and citation provenance to identify the intended outcome, relevant inputs, platform or version, sensitive data, and permission boundary before acting. Use current primary documentation for version-sensitive behavior, produce a reviewable artifact, and verify it against stated criteria. Trigger for planning, implementation, evaluation, or troubleshooting in this focused ...Votes: 0GitHub stars: 2
- Medical Manuscript Consistency AuditUse when a task involves checking a medical or biomedical manuscript for alignment among title, abstract, methods, results, tables, figures, and supplement to identify the research or operational question, target population or system, relevant version, sensitive data, and approval boundary before acting. Use current primary sources, produce a traceable artifact, and verify it against explicit criteria. Trigger for planning, analysis, review, or troubleshooting in this focused domain; do not e...Votes: 0GitHub stars: 2
- Observational Study ReportingUse when a task involves checking an observational research report for transparent design, participant flow, variables, bias, and analysis reporting to identify the research or operational question, target population or system, relevant version, sensitive data, and approval boundary before acting. Use current primary sources, produce a traceable artifact, and verify it against explicit criteria. Trigger for planning, analysis, review, or troubleshooting in this focused domain; do not execute ...Votes: 0GitHub stars: 2
- Pico Question FormulationUse when a task involves formulating a focused biomedical research question using population, intervention or exposure, comparator, and outcome to identify the research or operational question, target population or system, relevant version, sensitive data, and approval boundary before acting. Use current primary sources, produce a traceable artifact, and verify it against explicit criteria. Trigger for planning, analysis, review, or troubleshooting in this focused domain; do not execute exter...Votes: 0GitHub stars: 2
- Preprint SurveillanceUse when a task involves monitoring new preprints for a defined research topic while distinguishing preliminary findings from peer-reviewed evidence to identify the research or operational question, target population or system, relevant version, sensitive data, and approval boundary before acting. Use current primary sources, produce a traceable artifact, and verify it against explicit criteria. Trigger for planning, analysis, review, or troubleshooting in this focused domain; do not execute ...Votes: 0GitHub stars: 2
- Publication Bias AssessmentUse when a task involves evaluating possible publication or small-study effects in a systematic review using multiple lines of evidence to identify the research or operational question, target population or system, relevant version, sensitive data, and approval boundary before acting. Use current primary sources, produce a traceable artifact, and verify it against explicit criteria. Trigger for planning, analysis, review, or troubleshooting in this focused domain; do not execute external writ...Votes: 0GitHub stars: 2
- Randomized Trial Protocol ReviewUse when a task involves reviewing a randomized-trial protocol for allocation, concealment, outcomes, follow-up, and analysis coherence to identify the research or operational question, target population or system, relevant version, sensitive data, and approval boundary before acting. Use current primary sources, produce a traceable artifact, and verify it against explicit criteria. Trigger for planning, analysis, review, or troubleshooting in this focused domain; do not execute external writ...Votes: 0GitHub stars: 2
- Real World Evidence Study DesignUse when a task involves designing a real-world evidence study from EHR, claims, registry, or administrative data with explicit data limitations to identify the research or operational question, target population or system, relevant version, sensitive data, and approval boundary before acting. Use current primary sources, produce a traceable artifact, and verify it against explicit criteria. Trigger for planning, analysis, review, or troubleshooting in this focused domain; do not execute exte...Votes: 0GitHub stars: 2
- Reference Integrity AuditUse when a task involves verifying biomedical citations and references against the actual source metadata and the claim they support to identify the research or operational question, target population or system, relevant version, sensitive data, and approval boundary before acting. Use current primary sources, produce a traceable artifact, and verify it against explicit criteria. Trigger for planning, analysis, review, or troubleshooting in this focused domain; do not execute external writes ...Votes: 0GitHub stars: 2
- Research Gap AnalysisUse when a task involves identifying defensible research gaps from a scoped literature map without confusing novelty with importance to identify the research or operational question, target population or system, relevant version, sensitive data, and approval boundary before acting. Use current primary sources, produce a traceable artifact, and verify it against explicit criteria. Trigger for planning, analysis, review, or troubleshooting in this focused domain; do not execute external writes ...Votes: 0GitHub stars: 2
- Research Protocol RegistrationUse when a task involves preparing a transparent registry or protocol submission for a systematic review or scientific study to identify the research or operational question, target population or system, relevant version, sensitive data, and approval boundary before acting. Use current primary sources, produce a traceable artifact, and verify it against explicit criteria. Trigger for planning, analysis, review, or troubleshooting in this focused domain; do not execute external writes or clini...Votes: 0GitHub stars: 2
- Science Ml ReproducibilityUse when a task involves making a scientific machine-learning experiment reproducible across data, code, environment, and evaluation to identify the research or operational question, target population or system, relevant version, sensitive data, and approval boundary before acting. Use current primary sources, produce a traceable artifact, and verify it against explicit criteria. Trigger for planning, analysis, review, or troubleshooting in this focused domain; do not execute external writes ...Votes: 0GitHub stars: 2
- Scientific Dataset DiscoveryUse when a task involves finding and screening candidate scientific datasets for a research question with provenance, license, and fit criteria to identify the research or operational question, target population or system, relevant version, sensitive data, and approval boundary before acting. Use current primary sources, produce a traceable artifact, and verify it against explicit criteria. Trigger for planning, analysis, review, or troubleshooting in this focused domain; do not execute exter...Votes: 0GitHub stars: 2
- Scientific Environment LockingUse when a task involves capturing a reproducible scientific software environment for analysis, collaboration, or archival to identify the research or operational question, target population or system, relevant version, sensitive data, and approval boundary before acting. Use current primary sources, produce a traceable artifact, and verify it against explicit criteria. Trigger for planning, analysis, review, or troubleshooting in this focused domain; do not execute external writes or clinica...Votes: 0GitHub stars: 2
- Scientific Literature ReviewUse when a task involves conducting a reproducible scientific literature review with scoped questions, search records, screening, synthesis, and verified citations to identify the intended outcome, relevant inputs, platform or version, sensitive data, and permission boundary before acting. Use current primary documentation for version-sensitive behavior, produce a reviewable artifact, and verify it against stated criteria. Trigger for planning, implementation, evaluation, or troubleshooting i...Votes: 0GitHub stars: 2
- Scientific Result Reproducibility AuditUse when a task involves checking whether a scientific result can be traced from question and data through code, analysis, and reported figure to identify the research or operational question, target population or system, relevant version, sensitive data, and approval boundary before acting. Use current primary sources, produce a traceable artifact, and verify it against explicit criteria. Trigger for planning, analysis, review, or troubleshooting in this focused domain; do not execute extern...Votes: 0GitHub stars: 2
- Scientific Time Series AnalysisUse when a task involves planning a scientific time-series analysis with temporal dependence, missingness, seasonality, and forecast validation to identify the research or operational question, target population or system, relevant version, sensitive data, and approval boundary before acting. Use current primary sources, produce a traceable artifact, and verify it against explicit criteria. Trigger for planning, analysis, review, or troubleshooting in this focused domain; do not execute exter...Votes: 0GitHub stars: 2
- Scientific Writing Capability Surface MapUse when the actual capability boundary of Scientific writing and evidence traceability needs to be distinguished from assumptions. Produce a capability map for Scientific writing and evidence traceability covering the requested behavior, verified support, exclusions, and unknowns. Success means each in-scope capability is tied to local configuration, a version-matched authoritative reference, or an observed non-production result, and all unknowns remain explicit. The review is bounded to cla...Votes: 0GitHub stars: 2
- Scientific Writing Change Impact AssessmentUse when a proposed Scientific writing and evidence traceability version, setting, schema, model, or integration change may affect existing consumers. Produce a change-impact record for Scientific writing and evidence traceability with baseline, affected dependencies, validation needs, and recovery boundary. Success means affected dependencies and compatibility assumptions are evidenced, unknown consumers are named as unknown, and no migration or rollout is implied. The review is bounded to c...Votes: 0GitHub stars: 2
- Scientific Writing Failure Triage RecordUse when a reproducible Scientific writing and evidence traceability symptom needs bounded diagnosis before any corrective change. Produce a failure-triage record for Scientific writing and evidence traceability with symptom, environment, evidence, hypothesis, and next safe check. Success means the diagnosis distinguishes observation from inference, each proposed check is reversible and scoped, and unresolved causes remain open. The review is bounded to claim-to-source links, method descripti...Votes: 0GitHub stars: 2
- Scientific Writing Input Output ContractUse when the accepted inputs or produced outputs for Scientific writing and evidence traceability need a checkable boundary. Produce an input/output contract for Scientific writing and evidence traceability with types, required fields, exclusions, and representative approved fixtures. Success means the contract names its source and version, boundary cases are visible, and no private or unapproved payload is needed to explain the result. The review is bounded to claim-to-source links, method d...Votes: 0GitHub stars: 2
- Scientific Writing Integration Parity TraceUse when Scientific writing and evidence traceability exchanges state or data with another component and the handoff needs to be verified. Produce an integration-parity trace for Scientific writing and evidence traceability showing source, transformation, destination, and observed result. Success means each material field or state transition has a traceable mapping and observed mismatches are separated from assumptions. The review is bounded to claim-to-source links, method descriptions, unce...Votes: 0GitHub stars: 2
- Scientific Writing Performance EnvelopeUse when Scientific writing and evidence traceability must be assessed against a user- or owner-defined latency, memory, throughput, size, or cost budget. Produce a performance-envelope note for Scientific writing and evidence traceability with test conditions, baseline, observed range, and limitations. Success means conditions and measurements are reproducible, the comparison uses the stated budget, and limitations or resource costs are visible. The review is bounded to claim-to-source links...Votes: 0GitHub stars: 2
- Scientific Writing Permission Boundary ReviewUse when Scientific writing and evidence traceability may read, write, transmit, publish, spend, or administer data or resources. Produce a permission-boundary map for Scientific writing and evidence traceability showing identity, requested capability, data scope, and approval gate. Success means every sensitive capability has a named authorization boundary, unnecessary data and privileges are called out, and no action is treated as approved by implication. The review is bounded to claim-to-s...Votes: 0GitHub stars: 2
- Scientific Writing Release Handoff RecordUse when a Scientific writing and evidence traceability review is ready to be handed to a maintainer or accountable operator. Produce a release-handoff record for Scientific writing and evidence traceability with version, evidence, open issues, approval state, and safe next step. Success means the receiver can distinguish verified facts, proposals, approvals, and unknowns, and no publication, deployment, write, or contact is claimed unless independently confirmed. The review is bounded to cla...Votes: 0GitHub stars: 2
- Scientific Writing Reproducibility Fixture PlanUse when a Scientific writing and evidence traceability result must be independently repeated or compared without relying on an uncontrolled live action. Produce a reproducibility plan for Scientific writing and evidence traceability defining fixture identity, environment, expected observations, and cleanup boundary. Success means another reviewer can identify the fixture and environment, distinguish expected from observed behavior, and repeat the check without an unapproved external effect. ...Votes: 0GitHub stars: 2
- Scientific Writing Version CompatibilityUse when a Scientific writing and evidence traceability integration or upgrade depends on compatible runtime, client, service, or artifact versions. Produce a version-compatibility record for Scientific writing and evidence traceability with exact versions, supported combinations, and open questions. Success means the tested version tuple is explicit, each compatibility claim has a dated source or local result, and unsupported combinations are not presented as working. The review is bounded t...Votes: 0GitHub stars: 2
- Study Design ClassificationUse when a task involves classifying a biomedical paper's study design from its methods rather than its title or abstract label to identify the research or operational question, target population or system, relevant version, sensitive data, and approval boundary before acting. Use current primary sources, produce a traceable artifact, and verify it against explicit criteria. Trigger for planning, analysis, review, or troubleshooting in this focused domain; do not execute external writes or cl...Votes: 0GitHub stars: 2
- Systematic Review ScreeningUse when a task involves screening biomedical search results against a preregistered systematic-review protocol and inclusion criteria to identify the research or operational question, target population or system, relevant version, sensitive data, and approval boundary before acting. Use current primary sources, produce a traceable artifact, and verify it against explicit criteria. Trigger for planning, analysis, review, or troubleshooting in this focused domain; do not execute external write...Votes: 0GitHub stars: 2
- Trial Ops Deviation Log Approval Evidence PacketUse when a protocol-deviation documentation result is ready for a human owner to approve, reject, or redirect to produce a decision packet for the protocol deviation evidence log containing options, evidence, risks, and open questions. Success means the decision owner, requested decision, source evidence, alternatives, uncertainty, and consequence of no action are all visible; events are described without assigning seriousness or causality unless the qualified investigator recorded it. Use co...Votes: 0GitHub stars: 2
- Trial Ops Deviation Log Change Impact TraceUse when a version, rule, source, or stakeholder change may affect protocol-deviation documentation to produce a before/after change record and impact map for the protocol deviation evidence log. Success means each material difference is tied to affected dependencies, consumers, owners, and a test or explicitly unknown impact; events are described without assigning seriousness or causality unless the qualified investigator recorded it. Use configured search, fetch, read, browser, test, and wr...Votes: 0GitHub stars: 2
- Trial Ops Deviation Log Closeout Handoff LedgerUse when a protocol-deviation documentation work item is nearing completion, pause, or transfer to another owner to produce a closeout ledger for the protocol deviation evidence log with status, evidence, owner, and retention state. Success means all deliverables, unresolved items, approvals, and next owners are recorded, and the stop reason is explicit; events are described without assigning seriousness or causality unless the qualified investigator recorded it. Use configured search, fetch,...Votes: 0GitHub stars: 2
- Trial Ops Deviation Log Completeness ReconciliationUse when the protocol-deviation documentation workflow receives records that must agree across sources, periods, or statuses to produce a reconciliation worksheet for the protocol deviation evidence log with matched, unmatched, and unresolved rows. Success means counts and key fields reconcile or every variance is quantified, sourced, and left unresolved for an owner; events are described without assigning seriousness or causality unless the qualified investigator recorded it. Use configured ...Votes: 0GitHub stars: 2