qa-aman

Analyze and interpret financial statements to surface performance signals, quality concerns, and red flags. Use when an accountant says "review these financials", "analyze the income statement", "look at the balance sheet", "what does the cash flow statement tell us", "check the financial health", "ratio analysis", "are the earnings real", "working capital review", "does this company have liquidity issues", or needs to interpret any of the three core financial statements - even if they don't explicitly say "financial statement review". Also trigger when someone shares P&L, balance sheet, or cash flow data and asks what it means.

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。

Write a technical tax position memo that documents a tax filing position with authorities, facts, analysis, and conclusion. Use when a tax professional says "write a tax memo", "document this tax position", "research memo for the partner", "we need to support this deduction", "document the tax treatment", "write up the authority for this position", "technical memo on [tax issue]", "MLTN analysis", "reasonable basis memo", "document the IRC section that supports this", or needs to formally document a tax conclusion. Also trigger when someone has a tax question that needs a written conclusion backed by legal authority - even if they don't use the words "tax memo" or "tax position".

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。

Build a business case with costs, benefits, and ROI. Use when the user says "cost-benefit analysis", "business case", "ROI calculation", "is this worth it", "justify the investment", "payback period", "benefits realization", "financial justification", "total cost of ownership", "should we build or buy", "investment appraisal" - even if they don't explicitly say "CBA".

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。

Build a weighted decision matrix to evaluate options. Use when the user says "decision matrix", "compare options", "weighted scoring", "which option should we choose", "evaluate alternatives", "Wiegers priority matrix", "force field analysis", "decision table", "trade-off analysis", "option comparison" - even if they don't explicitly say "decision matrix".

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。

Write a Functional Requirements Document. Use when the user says "write an FRD", "functional requirements", "system requirements", "SRS", "what should the system do", "document the functional specs", "software requirements specification", "detailed requirements for engineering", "functional spec" - even if they don't explicitly say "FRD".

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。

Identify gaps between current and desired state. Use when the user says "gap analysis", "what's missing", "current vs future state", "where are the gaps", "capability gap", "maturity assessment", "fit-gap analysis", "what needs to change", "compare current to target", "readiness assessment" - even if they don't explicitly say "gap analysis".

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。

Write an executive summary using the Pyramid Principle SCQA structure. Use when a consultant says "write an executive summary", "I need a one-pager for the exec", "how do I open this report", "write me the intro for this deck", "draft the cover memo", "I need to frame the findings", "executive doesn't have time to read the full report", "help me write the storyline", or "write the situation-complication-answer". Also trigger when someone has findings or recommendations and needs to communicate them top-down to a time-constrained audience.

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。

Decompose a business problem MECE using an issue tree, generate hypotheses, and prioritize branches for investigation. Use when a consultant says "help me structure this problem", "I need to break down this issue", "build me an issue tree", "I don't know where to start on this problem", "help me frame the problem", "what are the hypotheses here", "we need to prioritize our analysis", or "the client problem is too broad". Also trigger when describing a complex or ambiguous business problem that needs systematic decomposition before analysis begins, or when an engagement is starting and a workplan needs to be structured from a problem statement.

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。

Write a structured client status report for a consulting engagement. Use when a consultant says "write my weekly status update", "I need to send a status report", "draft the client update", "what should be in the weekly report", "client wants a progress update", "help me write the RAG status", "I need to report on blockers", "end of week update to the client", or "help me communicate what's stuck". Also trigger when someone needs to communicate engagement progress, surface blockers to the client, or flag decisions that need to be made by the sponsor.

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。

Build a customer health scorecard across usage, engagement, adoption, NPS, support load, and financial risk. Use when user says "health score", "customer health", "build a scorecard", "how healthy is this account", "customer scoring model", "green yellow red", "health dashboard", or "account health framework" - even if they don't say "scorecard" explicitly. Applies to CSMs building account health models or CS leaders standardizing health tracking across the team.

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。

Create a requirements traceability matrix linking requirements to design, test, and delivery. Use when the user says "traceability matrix", "RTM", "requirements traceability", "link requirements to tests", "trace requirements", "coverage matrix", "are all requirements tested", "requirements coverage", "forward traceability", "backward traceability" - even if they don't explicitly say "traceability matrix".

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。

Fetch transcripts from YouTube videos. Use when user says "get transcript", "fetch transcript", "YouTube transcript", "pull captions", "what does this video say", or pastes a YouTube URL and wants the text content extracted. Also use when user wants to research or summarize a YouTube video.

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。

Write a clear, reviewable audit workpaper documenting procedures, evidence, and conclusions. Use when an auditor says "write a workpaper", "document this audit procedure", "tick and tie this", "I need to document my testing", "substantive testing workpaper", "controls testing documentation", "audit evidence memo", "prepare the workpaper for this balance", "document the audit steps I performed", or needs to capture any audit work in a format that supports review and sign-off. Also trigger when someone has completed audit testing and needs to write it up even if they don't use the word "workpaper".

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。

Define the scope, success criteria, roles, and boundaries for a consulting engagement. Use when a consultant says "help me scope this engagement", "I need to define what's in and out", "the client keeps adding things", "scope is getting fuzzy", "we need a contracting conversation", "I'm not sure what we actually agreed to", "help me set boundaries with a client", or "what should be in a kickoff". Also trigger when describing an engagement that feels like it is expanding without agreement, or when starting a new client relationship and preparing the initial contract or SOW.

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。

Structure a consulting findings presentation using the Pyramid Principle storyline. Use when a consultant says "help me structure my presentation", "I have findings and need to present them", "how do I structure the deck", "build me the storyline", "help me tell the story of the findings", "I have data but no narrative", "client presentation is next week", "how do I present recommendations to the steering committee", or "the deck needs a through-line". Also trigger when someone has completed analysis and needs to communicate findings and recommendations to senior client stakeholders in a structured, persuasive format.

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。

Analyze customer health signals, identify churn risk flags, and generate an intervention playbook. Use when user says "churn risk", "customer at risk", "red account", "at-risk customer", "health score dropped", "renewal at risk", "customer going dark", "cancel risk", or "what's wrong with this account" - even if they don't say "churn" explicitly. Applies to CSMs triaging accounts or building proactive retention workflows.

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。

De-escalate a customer crisis using a structured acknowledge-triage-DRI-cadence-resolution framework. Use when user says "customer escalation", "angry customer", "exec escalation", "customer threatening to leave", "fire drill", "critical customer issue", "customer is livid", "customer complaint escalated", or "how do I handle this" about a tense situation - even if they don't say "escalation" explicitly. Applies to CSMs and CS managers managing high-stakes customer crises.

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。

Identify expansion signals and structure upsell or cross-sell conversations using land-and-expand and Net Revenue Retention principles. Use when user says "upsell", "expansion", "cross-sell", "grow the account", "increase ARR", "find expansion opportunities", "NRR improvement", "upgrade conversation", "add-on", "renewal and expand", or "land and expand" - even if they don't say "expansion discovery" explicitly. Applies to CSMs managing account growth or CS teams building expansion playbooks.

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。

Design a 100-day customer onboarding plan with phase gates based on Never Lose a Customer Again by Joey Coleman. Use when user says "onboarding plan", "new customer onboarding", "customer kickoff", "first 90 days", "activation plan", "customer launch plan", "new customer journey", or "implementation plan" - even if they don't say "100 days" explicitly. Applies to CSMs designing structured onboarding programs that move customers from signed contract to full adoption.

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。

Build a structured Quarterly Business Review deck for a customer account. Use when user says "QBR", "quarterly business review", "prep my QBR", "build the deck", "renewal prep", "executive check-in", "90-day review", or "customer business review" - even if they don't use the acronym. Applies to CSMs preparing for executive-level customer meetings focused on value delivered, health, and next quarter alignment.

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。

Write an ETL operational runbook. Use when the user says "ETL runbook", "pipeline runbook", "data job runbook", "how to operate this ETL", "on-call guide for data pipelines", "what to do when the data job fails", "pipeline troubleshooting guide", "data ops runbook", or needs to document how to operate, monitor, and recover a data pipeline or ETL job - even if they don't explicitly say "runbook".

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。

Write a data pipeline design document. Use when the user says "pipeline design doc", "document this pipeline", "pipeline architecture doc", "data flow document", "how does this pipeline work", "design doc for ETL", "pipeline spec", or needs to capture the architecture, data flow, and operational details of a data pipeline - even if they don't explicitly say "design doc".

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。

Write structured use cases with main and alternate flows. Use when the user says "write a use case", "document the user flow", "use case diagram", "actor goal list", "main success scenario", "fully dressed use case", "what does the user do step by step", "system behavior for this feature", "interaction flow" - even if they don't explicitly say "use case".

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。

Write a data schema specification document. Use when the user says "schema spec", "document this schema", "schema design doc", "data model spec", "table spec", "field definitions", "schema contract", "data dictionary", "define these fields", or needs to formally document a database schema, event schema, or API payload schema - even if they don't explicitly say "schema spec".

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。