“methodology”的搜索结果

Use Hermes Agent to create or refine a Python command-line interface for existing software. It guides source analysis, command design, interactive operation, JSON output, backend testing, documentation, and verification that the generated package installs locally.

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• Build command-line access to a GUI application
• Extend an existing interface with missing software features
• Test individual commands and complete backend workflows

Use Reasonix to build or improve a Python command-line interface for existing software. The workflow covers source analysis, interactive commands, JSON output, tests, documentation, and installation checks using the software’s own backend where possible.

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• Build command-line access to a GUI application
• Add missing features to an existing command-line interface
• Test commands against the actual software backend

Build and improve Python command interfaces for GUI applications with OpenClaw. The skill guides source analysis, command design, testing, and packaging, including interactive sessions and structured JSON output for agents.

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• Build a command interface for a GUI application
• Add missing commands to an existing interface
• Test workflows against the actual application

Simulate peer review through five perspectives covering journal fit, methods, subject expertise, interdisciplinary implications, and counterarguments. Receive separate review reports, an editorial decision, and a revision roadmap, or check whether revisions address earlier comments.

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• Simulate peer review before journal submission
• Check research methods and statistical validity
• Test core arguments against counterarguments

Develop a research question, search and verify literature, and combine findings into an academic report. Modes also support guided research discussions, claim checking, paper comparisons, and systematic reviews with optional meta-analysis, which statistically combines study results.

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• Clarify a research direction through guided questions
• Search literature and compare findings across sources
• Check specific claims against supporting sources

Guide authorized API security assessments from endpoint discovery to documented findings. Use a staged workflow to examine authentication, access permissions, input handling, data exposure, and request limits across REST, GraphQL, WebSocket, and SOAP APIs.

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• Planning an authorized API security assessment
• Reviewing JWT and OAuth 2.0 authentication
• Checking permissions across users and roles

Improve existing code structure while preserving its behavior, using Martin Fowler's refactoring approach. Assess tests, identify structural problems, agree on a phased plan, and make small, tested changes with reversible commits and before-and-after comparisons.

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• Splitting long functions into clearer responsibilities
• Removing duplicate or unused code
• Planning gradual improvements to legacy code

Identify security threats in system designs using STRIDE, a method covering six threat categories. Use structured questions to review components, prioritize threats by impact, and document findings and possible safeguards.

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• Start a threat modeling session
• Review the security of an existing system design
• Document threats and possible safeguards

Design KPI dashboards that help teams make decisions using clearly defined performance measures. Choose relevant metrics, organize summary and detail views, document calculations, and address inconsistent figures, database load, and excessive alerts.

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• Design a SaaS executive metrics dashboard
• Build a live service health monitoring view
• Analyze retention by signup cohort

Builds an Excel model to estimate a company’s equity value from future cash flows. It calculates financing costs, compares three business scenarios, and shows how changes in growth, margins, and other assumptions affect valuation.

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• Estimating a company’s value from future cash flows
• Comparing bear, base, and bull scenarios
• Testing how growth and financing costs affect valuation

Clarify how a product differs from competitors and test whether buyers value that difference. The skill guides competitor messaging reviews, assessments of hard-to-copy strengths, wording comparisons, and a phased rollout of validated positioning.

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• Clarifying differences from competitors
• Testing website headlines and sales wording
• Planning a phased positioning rollout

Investigate SGLang runs that freeze across multiple GPUs. It uses stack traces, communication logs, GPU memory dumps, and comparisons between processes to locate state differences, trace their causes, and guide fixes.

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• Locate where a multi-GPU inference run freezes
• Compare logs from distributed processes
• Trace the first difference in process state

Analyze option strategies with profit and loss charts, breakeven points, and maximum risk calculations. Compare single options and combinations, and explore how underlying prices and volatility affect theoretical values for research and backtesting.

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• Comparing profit and loss across option strategies
• Calculating breakeven points and maximum profit or loss
• Exploring price and volatility scenarios

Evaluate companies using projected cash flows, dividends, business segments, and comparisons with peers. Select suitable valuation methods, examine how assumptions change estimated value, and check for problems that can make a seemingly cheap stock misleading.

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• Selecting valuation methods suited to a company
• Comparing estimated value across multiple methods
• Testing growth-rate and discount-rate assumptions

Assess authorized networks through host discovery, service checks, vulnerability identification, and controlled exploitation. Follow a structured testing process to document attack paths, demonstrate business impact, clean up test artifacts, and prioritize remediation.

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• Assessing internal or external network security
• Validating firewall rules and network segmentation
• Verifying whether service vulnerabilities are exploitable

Turn threat intelligence and detection gaps into testable investigation hypotheses. Use endpoint monitoring and security log queries to examine evidence, validate findings, connect related activity, and document risks and recommended actions in a consistent hunt report.

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• Planning a hunt based on threat intelligence
• Investigating gaps in ATT&CK coverage
• Testing hypotheses prompted by unusual activity

Helps B2B SaaS teams define target customers, explain product value, and plan market launches. Includes positioning frameworks, competitor comparison sheets for sales, win/loss analysis, and guidance for international expansion.

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• Define ideal customers and buyer roles
• Clarify product positioning and messaging
• Prepare competitor comparison sheets for sales

Check research claims cited in books, articles, or conversations by tracing the original paper, methods, underlying data, and independent replication. Save a sourced assessment explaining whether the claim holds up and what remains uncertain.

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• Check a study cited in a book
• Trace a numerical claim in an article to its source data
• Verify research evidence before using it in writing

Creates workforce reports from uploaded, pasted, or connected HR data. Analyzes headcount, turnover, diversity, and organizational health, then presents key metrics, trends, methodology, caveats, and practical recommendations for leadership and HR teams.

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• Prepare a headcount snapshot for leadership
• Analyze turnover trends by team
• Compare workforce representation across levels and teams

Prepare SOX 404 internal control testing, including sample selection, evidence requirements, and audit workpapers. Organize findings about controls over financial reporting, assess deficiencies, and outline remediation plans for review by qualified financial professionals.

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• Prepare workpapers for internal control testing
• Choose audit samples based on control frequency and risk
• Organize control deficiencies and remediation plans

Review an analysis before sharing it with stakeholders. Check calculations, data selection, comparison methods, potential bias, charts, and whether conclusions follow from the evidence, then receive a readiness assessment and specific improvements.

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• Reviewing an analysis before an executive presentation
• Spot-checking SQL results and aggregation logic
• Checking comparisons across different time periods

Investigate difficult bugs through explicit hypotheses, targeted logs, and repeated checks against actual data. Keep an investigation journal to track findings, examine environment differences and leftover state, and confirm the root cause before applying a fix.

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• Investigate a bug that survived an initial fix
• Trace tests that fail intermittently
• Compare local behavior with a user's report

Plan and troubleshoot large language and vision model training and inference. This guide uses hardware measurements to identify bottlenecks, address memory shortages and unstable training, and improve checkpointing, recovery, and performance across multiple GPUs and machines.

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• Diagnosing slow training and GPU memory shortages
• Investigating loss spikes and invalid numerical values
• Debugging communication hangs across GPUs and machines

Analyze a problem by separating fundamental facts from policies and untested assumptions. The skill produces a component breakdown, a constraint table, and a rebuilt solution, helping explain which inherited assumptions may be limiting the available options.

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• Breaking down the causes of high costs
• Reviewing requirements inherited from past projects
• Reconsidering a design that has stalled