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概要と使いどころ
Process and analyze single-cell ATAC-seq data with Signac, ArchR, SnapATAC2, or Cell Ranger ATAC. Use when handling 10X scATAC or 10X Multiome (paired RNA+ATAC) data, performing per-cell QC, choosing between ArchR/Signac/SnapATAC2 ecosystems, building per-cluster consensus peaksets, integrating with paired scRNA-seq, doublet detection (AMULET vs ArchR vs scDblFinder), or running pseudobulk differential accessibility per cluster.
日本語の概要は準備中です。原文の説明を表示しています。
Trim PCR primers from aligned reads in amplicon-panel BAMs using samtools ampliconclip. Use when processing SARS-CoV-2 ARTIC, hereditary cancer panels, ctDNA hot-spot panels, or any amplicon assay where primer-derived bases would falsely confirm reference at primer footprints.
日本語の概要は準備中です。原文の説明を表示しています。
Use this skill when the user asks about getting/maintaining motor carrier operating authority — USDOT number, MC number, BOC-3 process agent, insurance filing (MCS-90, BMC-91/91X), Unified Carrier Registration (UCR), International Registration Plan (IRP), International Fuel Tax Agreement (IFTA), state-level permits (NY HUT, KY weight distance, OR weight-mile, NM weight distance), new entrant safety audit, intra vs interstate, for-hire vs private. Cite 49 CFR 365, 387, 390.
日本語の概要は準備中です。原文の説明を表示しています。
Use this skill when the user asks how to recruit CDL drivers — sourcing channels (CDL schools, job boards, military, returning citizens, owner-operator pools), application + screening process, signing bonus structures, recruitment marketing, fleet ambassador programs, and what's working in the current driver market. Reference ATA Workforce Development.
日本語の概要は準備中です。原文の説明を表示しています。
Use this skill when the user asks about oversize / overweight load permits — state-by-state permitting process, escort vehicle (pilot car) requirements, route surveys, federal axle weight limits (Federal Bridge Formula), holiday restrictions, multi-state permits, and how to determine if a load needs a permit. Reference state DOT permitting offices.
日本語の概要は準備中です。原文の説明を表示しています。
Use when a driver has been disqualified or is at risk of disqualification — major offense convictions (DUI, leaving the scene, drug trafficking with CMV), serious traffic violations, RR-grade-crossing violations, imminent-hazard out-of-service, or Clearinghouse positive-test prohibited status. Also use when planning a return-to-duty pathway, SAP process, or reinstatement timeline. Covers 49 CFR 383.51, Part 40 Subpart O, and Part 391.15.
日本語の概要は準備中です。原文の説明を表示しています。
Use this skill to verify that a driver's medical certificate was issued by a certified examiner on the FMCSA National Registry. Covers the search process, what to verify, and how to handle examiner removal.
日本語の概要は準備中です。原文の説明を表示しています。
Use when a carrier asks about the full pre-employment investigation process for new CDL drivers under 49 CFR 391.23, 391.25, 391.27, 382.413, and 391.21 — the complete file build required before a driver operates a CMV. Covers application, MVR, employment history, drug/alcohol history, PSP, Clearinghouse, road test, and documentation requirements.
日本語の概要は準備中です。原文の説明を表示しています。
Use this skill when the user asks anything that touches US Department of Transportation (DOT) or Federal Motor Carrier Safety Administration (FMCSA) regulation for commercial motor vehicles (CMVs) — including who's regulated, MC vs DOT number differences, operating authority, BOC-3 process agents, MCS-150 biennial updates, intrastate vs interstate distinctions, exemptions, or pointing to the right CFR section. Cite the actual regulation when answering. Don't guess; if you're not sure which Part applies, ask the user to clarify the operation type (for-hire vs private, passenger vs property, intra vs interstate, hazmat, gross weight rating).
日本語の概要は準備中です。原文の説明を表示しています。
Use this skill to set proper expectations on how a DataQ challenge is actually reviewed. Covers state vs federal authority, typical timelines, and common review outcomes.
日本語の概要は準備中です。原文の説明を表示しています。
Use this skill when the user asks about DataQ — FMCSA's data review system at dataqs.fmcsa.dot.gov — for disputing inspection violations, crash records, or other entries that appear in a carrier's CSA / SMS score. Covers Request for Data Review (RDR) process, success rates, common dispute grounds, what evidence to attach, timeline expectations, and how successful disputes reduce BSI (BASIC Severity Indicator) scores. Cite 49 CFR 392.7 and the FMCSA DataQs User Guide.
日本語の概要は準備中です。原文の説明を表示しています。
Use when a carrier (asset-based, brokerage, or 3PL) asks how to respond to a shipper RFP / RFQ — bid packaging, lane analysis, rate strategy, SOPs/SOWs, qualifications response, insurance compliance, EDI requirements, and how to win competitive bids without leaving margin on the table.
日本語の概要は準備中です。原文の説明を表示しています。
Use this skill when a crash has been incorrectly classified as DOT-recordable when it shouldn't be. Covers the § 390.5 criteria, common misclassifications, and challenge process.
日本語の概要は準備中です。原文の説明を表示しています。
Use this skill to obtain a Motor Carrier (MC) number from FMCSA. Covers application, fees, and timeline.
日本語の概要は準備中です。原文の説明を表示しています。
Use this skill to handle the subrogation and claim process after a crash. Covers when subrogation applies, how to pursue it, and timeline.
日本語の概要は準備中です。原文の説明を表示しています。
Pipeline that turns a big system idea into briefs for an agent fleet. Use when Arman says 'let's plan out X', 'build or overhaul the X system', 'create the vision and plan for X', 'do the full discovery process', 'get this ready for a fleet', or 'do what we did for education', or when carrying forward a VISION, COMPETITIVE_INSIGHTS, roadmap, or briefs doc. NOT for one feature in a live system (use build-sub-feature).
日本語の概要は準備中です。原文の説明を表示しています。
Agent fallback for CEngineGameUI_Shutdown (auto-generated, category: vfunc). Locate CEngineGameUI::Shutdown in the CS2 engine module via IDA Pro MCP and emit a fresh, minimal-unique artifact. The deterministic preprocessor could not resolve this symbol on the current gamever - your job is the re-sign. Trigger: CEngineGameUI_Shutdown, CEngineGameUI::Shutdown
日本語の概要は準備中です。原文の説明を表示しています。
Agent fallback for CEngineServer_GetPlayerNetInfo (auto-generated, category: func). Locate CEngineServer_GetPlayerNetInfo in the CS2 engine module via IDA Pro MCP and emit a fresh, minimal-unique artifact. The deterministic preprocessor could not resolve this symbol on the current gamever - your job is the re-sign. Trigger: CEngineServer_GetPlayerNetInfo, CEngineServer_GetPlayerNetInfo
日本語の概要は準備中です。原文の説明を表示しています。
Agent fallback for CEngineServiceMgr_GetEventDispatcher (auto-generated, category: func). Locate CEngineServiceMgr_GetEventDispatcher in the CS2 engine module via IDA Pro MCP and emit a fresh, minimal-unique artifact. The deterministic preprocessor could not resolve this symbol on the current gamever - your job is the re-sign. Trigger: CEngineServiceMgr_GetEventDispatcher, CEngineServiceMgr_GetEventDispatcher
日本語の概要は準備中です。原文の説明を表示しています。
Agent fallback for CEngineServer_ClientPrintf (auto-generated, category: vfunc). Locate CEngineServer::ClientPrintf in the CS2 engine module via IDA Pro MCP and emit a fresh, minimal-unique artifact. The deterministic preprocessor could not resolve this symbol on the current gamever - your job is the re-sign. Trigger: CEngineServer_ClientPrintf, CEngineServer::ClientPrintf
日本語の概要は準備中です。原文の説明を表示しています。
Agent fallback for CEngineServer_GetClientSteamID (auto-generated, category: func). Locate CEngineServer_GetClientSteamID in the CS2 engine module via IDA Pro MCP and emit a fresh, minimal-unique artifact. The deterministic preprocessor could not resolve this symbol on the current gamever - your job is the re-sign. Trigger: CEngineServer_GetClientSteamID, CEngineServer_GetClientSteamID
日本語の概要は準備中です。原文の説明を表示しています。
Agent fallback for CEngineServiceMgr_GetActiveLoopClientServerMode (auto-generated, category: func). Locate CEngineServiceMgr_GetActiveLoopClientServerMode in the CS2 engine module via IDA Pro MCP and emit a fresh, minimal-unique artifact. The deterministic preprocessor could not resolve this symbol on the current gamever - your job is the re-sign. Trigger: CEngineServiceMgr_GetActiveLoopClientServerMode, CEngineServiceMgr_GetActiveLoopClientServerMode
日本語の概要は準備中です。原文の説明を表示しています。
Agent fallback for CEngineServer_GetFrameTimeAmnesty-inlined (auto-generated, category: vfunc). Locate CEngineServer::GetFrameTimeAmnesty in the CS2 engine module via IDA Pro MCP and emit a fresh, minimal-unique artifact. The deterministic preprocessor could not resolve this symbol on the current gamever - your job is the re-sign. Trigger: CEngineServer_GetFrameTimeAmnesty-inlined, CEngineServer::GetFrameTimeAmnesty
日本語の概要は準備中です。原文の説明を表示しています。
Agent fallback for CEngineServer_GetPlayerNetworkIDString-inlined (auto-generated, category: func). Locate CEngineServer_GetPlayerNetworkIDString in the CS2 engine module via IDA Pro MCP and emit a fresh, minimal-unique artifact. The deterministic preprocessor could not resolve this symbol on the current gamever - your job is the re-sign. Trigger: CEngineServer_GetPlayerNetworkIDString-inlined, CEngineServer_GetPlayerNetworkIDString
日本語の概要は準備中です。原文の説明を表示しています。