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在 AST JSON 上做信号路径追踪：source → sink 提取跨模块层次的传播路径，判定是否跨时钟域。供 CDC violation 根因分析与 critical path 辅助。触发场景：(1) bb-check-cdc 报 violation 需取证；(2) 综合 critical path 分析；(3) 显式 /bb-trace-signal-path。

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Use this agent when you need to create a pathway summary for a gene after completing the main gene review. This agent should be invoked specifically to generate GENE-pathway.md files that summarize the gene's role in biological pathways with proper citations and mermaid diagrams.

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Scheduled Paths in record-triggered Flow: delayed execution, time-offset from field, batch size tuning, monitoring Paused Flow Interviews, async limits. NOT for picking between Scheduled Path, Wait and Scheduled Flow, or migrating time-based workflow rules — use flow/flow-time-based-patterns. NOT for a flow that runs on a recurring schedule — use flow/scheduled-flows.

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Detects MSBuild projects with conflicting OutputPath or IntermediateOutputPath. Only activate in MSBuild/.NET build context. USE FOR: builds failing with 'Cannot create a file when that file already exists', 'The process cannot access the file because it is being used by another process', intermittent build failures that succeed on retry, missing outputs in multi-project builds, multi-targeting builds where project.assets.json conflicts. Diagnoses when multiple projects or TFMs write to the same bin/obj directories due to shared OutputPath, missing AppendTargetFrameworkToOutputPath, or extra global properties like PublishReadyToRun creating redundant evaluations. DO NOT USE FOR: file access errors unrelated to MSBuild (OS-level locking), single-project single-TFM builds, non-MSBuild build systems. INVOKES: binlog MCP server tools (overview, projects, evaluations, properties, double_writes); falls back to dotnet msbuild binlog replay + grep when the MCP is unavailable.

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영업·제휴·투자 유치 연락 대상을 조사하고 우선순위를 정합니다. 공통 지인을 통한 소개 경로를 찾고 상대의 근황과 발신자의 문체에 맞춰 이메일과 소셜 미디어 연락문을 작성합니다.

• 특정 업계의 잠재 고객 찾기
• 제휴 대상과 투자자 후보 우선순위 설정
• 공통 지인을 통한 소개 경로 조사

반복하는 로컬 Hermes 작업 절차를 공개하고 재사용할 수 있는 ECC 스킬과 릴리스 자료로 정리합니다. 개인정보와 인증 정보를 제거하고 기기별 경로를 바꿉니다.

• 반복 작업을 공개 스킬로 정리합니다
• 공개용 인수인계 자료를 준비합니다
• 비공개 데이터 없이 야간 작업을 문서화합니다

Map a codebase into feature flowcharts, find duplicated logic, and propose a simpler shared architecture. Produce source-linked diagrams, an evidence-based duplication report, and prompts for handing each proposed system to /make-plan.

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• Map feature flows before a refactor
• Find duplicated logic within and across features
• Compare a unified architecture with existing call sites

Get RuView running with a Docker demo using simulated WiFi signal data, source checks, or live sensing with supported hardware. Choose a starting path based on available equipment and open a working sensing dashboard.

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• Try the dashboard without sensing hardware
• Explore the API or develop the interface using simulated data
• Check the Rust build and Python verification

Test the Senpi adapter and task engine against the real senpi binary in an isolated environment. Check task and team behavior, record evidence in a consistent location, and verify that the existing agent directory remains untouched.

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• Verify adapter behavior after code changes
• Test task execution and team recovery
• Check that skills reach child tasks

Structure Remotion code so elements remain editable in Studio. Follow markup patterns that support selection, dragging, resizing, rotation, style changes, and animation keyframes, including editable SVG shapes and their transitions.

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• Making titles and images editable in Studio
• Keeping animation keyframes editable
• Editing SVG shapes and their transitions visually

Choose tools and workflows for 3D modeling, dimensioned CAD parts, scan processing, rendering, and fabrication. Capability tables and recipes help connect tasks from photographs or initial designs to printable parts, CNC toolpaths, or game assets.

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• Plan a workflow from dimensioned CAD to 3D printing
• Model and export a game asset
• Reconstruct a 3D model from photographs

Explore gene, drug, disease, and phenotype associations in a downloaded PrimeKG CSV. Retrieve direct relationships, disease summaries, and paths through one intermediate node while preserving relationship types and data provenance for reproducible research and hypothesis generation.

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• Checking associations between genes, drugs, and diseases
• Summarizing genes, drugs, and phenotypes linked to a disease
• Exploring short paths between two entities

Explore public pathogen genome data to verify lineage names, summarize weekly sequence proportions, examine reporting delays, and compare mutation frequencies. Results include filters and denominators, with clear limits on what submitted sequences reveal about infections.

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• Tracking weekly lineage proportions in submitted sequences
• Verifying current Pango lineage names
• Examining delays between sample collection and reporting

Find and download public cancer imaging data from NCI Imaging Data Commons. Select CT, MR, PET, or pathology datasets using metadata, view images in a browser, and check licenses and citations before using the data.

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• Find cancer images by disease, modality, or anatomical site
• Download selected DICOM image series
• View radiology and pathology images in a browser

Retrieve and combine protein annotations, biological pathways, and chemical identifiers from services such as UniProt, KEGG, and UniChem using Python. Supports cross-database lookups and batch identifier conversion while preserving multiple matches and failed requests.

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• Collect protein sequences and functional annotations
• Retrieve pathway information for genes
• Match compound identifiers across databases

Estimate intracellular reaction rates from steady-state carbon-13 tracing measurements. Validate carbon atom mappings and measurement inputs, simulate labeling, fit constrained fluxes, and diagnose which pathway rates the data can meaningfully constrain.

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• Estimate metabolic fluxes from carbon-13 labeling
• Validate atom mappings and measurement inputs
• Simulate labeling for proposed reaction rates

Review an existing security case package before report handoff. Check links between evidence, findings, investigation paths, tasks, and timeline entries, optionally verify file hashes to detect changes, and produce a Markdown or JSON review.

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• Reviewing investigation records before report handoff
• Checking links between evidence, findings, and paths
• Verifying case artifact integrity with SHA-256

Assess Windows and Active Directory identity security within an authorized scope. Map accounts and permissions, investigate authentication and certificate weaknesses, and document paths that could allow an attacker to gain greater access.

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• Mapping Active Directory privilege escalation paths
• Reviewing Kerberos authentication weaknesses
• Testing AD CS certificate configuration weaknesses

Assess your Claude Code experience with a quick checklist or a deeper review across 10 feature areas. Receive a skill profile, identified gaps, and a personalized learning path with priorities, estimated study time, and practice exercises.

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• Find a starting point for learning Claude Code
• Review experience across feature areas
• Prioritize topics to learn next

Guide multi-step coding tasks with deepseek-v4-pro or deepseek-v4-flash in thinking mode. Verify files and symbols, write plans with confirmed file paths and line numbers, and use a verifier agent before changes spanning three or more files.

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• Verify that files and functions exist before editing
• Write plans with confirmed file paths and line numbers
• Check assumptions before changes spanning three or more files

Use CloudFox to inspect AWS and Azure resources through read-only queries. Identify exposed endpoints, secrets, permissions, and role trust relationships, then organize findings into files for reviewing configuration weaknesses and potential paths to broader access.

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• Inventorying an unfamiliar AWS or Azure account
• Finding internet-facing resources
• Mapping role trust relationships and permissions

Examine Windows shortcut files to recover target paths, timestamps, drive identifiers, and machine details. Organize these traces into an investigation timeline covering local documents, USB devices, network shares, and suspicious startup shortcuts.

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• Reconstruct document access history from Windows shortcuts
• Trace references to files on USB devices
• Investigate access to network shares

Review Active Directory permissions with ldap3, a Python library for directory queries. Identify excessive access granted to non-administrative accounts, explain potential privilege escalation paths, and produce a JSON report with affected objects and remediation recommendations.

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• Auditing excessive Active Directory permissions
• Investigating privilege escalation paths from ordinary accounts
• Reporting affected objects and permission remediation recommendations

Recommend where new gbrain pages belong using the active schema pack, a configuration defining page types and storage paths. It also checks existing pages for missing or undeclared types and highlights cases requiring a classification decision.

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• Choose a storage path before creating a brain page
• Check filing rules before a bulk import
• Apply classification settings for a specific source