1.11 · Claude theo vai trò — Use cases by role

Mở đầu: Từ kiến thức → workflow thật

Có người sau khóa học xong vẫn loay hoay: "Tôi biết Projects nhưng không chắc nên tạo project nào trước. Tôi biết Skills nhưng chưa thấy use case nào ở role của tôi."

Bài này đóng gap đó. Thay vì học thêm feature mới, chúng ta map features đã học vào workflow cụ thể theo role.

Mục đích: sau 15 phút, bạn có ít nhất 2-3 use cases cụ thể để thử ngay trong tuần — không cần research thêm, không cần chờ "đúng thời điểm".

Cấu trúc bài

Mỗi role ở dưới sẽ có:

1. Top 3 use cases cao-ROI (được sắp xếp theo thứ tự priority)
2. Features liên quan (Projects / Artifacts / Skills / Connectors / Research)
3. Link tới Use Case Gallery cho step-by-step guide chi tiết

Scan qua → tìm role gần nhất với bạn → pick 1 use case → thử tuần này.

General professional (áp dụng đa role)

Những use cases apply across nhiều role + industries. Bắt đầu ở đây nếu role bạn không fit 1 category đơn lẻ.

1. Generate project status reports

Pain: Viết weekly/monthly status báo cáo stakeholders — tổng hợp từ 5+ sources, consistent format khó maintain.

Solution:

• Project: "Status Report Hub" chứa template, past reports, stakeholder preferences
• Connectors: Asana/Jira (task status), Slack (decisions), Gmail (communications)
• Skill: weekly-status-generator — pull sources, format theo template

Impact: 3 giờ → 20 phút/báo cáo.

2. Analyze patterns trong user feedback

Pain: Customer feedback rải rác Zendesk tickets, NPS surveys, app store reviews. Insights buried.

Solution:

• Research mode: synthesize across sources
• Prompt: "Pull feedback 90 ngày qua. Cluster themes. Rank theo frequency. Provide representative quotes. Identify emerging (new 30 ngày qua) vs. persistent."

Impact: 2 ngày → 3 giờ analysis.

3. Package brand guidelines thành skill

Pain: Team write content inconsistent voice — brand guide 40 trang không ai đọc.

Solution:

• Custom Skill: brand-voice-review — apply guidelines automatically
• Input: content draft → output: deviations highlighted + suggested rewrites

Impact

Brand consistency across team. Onboarding thời gian giảm.

Use Case Gallery

claude.com/resources/use-cases

Sales

Sales chuyên accelerate deal preparation, create compelling materials, stay on competitive intel.

1. Build battle card library

Pain: Rep thiếu tips deal với competitors. Lose deals vì không handle objections tốt.

Solution:

• Project: "Competitive Battle Cards" với profile từng competitor
• Research mode populate: feature comparison, pricing, review themes, common objections
• Skill: battle-card-generator update cho competitor mới

Impact: Win rate vs. key competitors tăng measurable.

2. Prepare cho sales deals

Pain: Prep cho demo/call mỗi khách hàng tốn 30-45 phút research.

Solution:

• Connectors: Salesforce + Gmail + LinkedIn (nếu enabled)
• Skill: deal-prep — pull account history, contact background, recent news, talking points tailored
• Output format: 1-page briefing

Impact: 45 phút → 5 phút/deal.

3. Create sales reports

Pain: Weekly pipeline report — pull data manually, format, send.

Solution:

• Scheduled Task (Cowork): Every Friday 4pm pull Salesforce → format → email/Slack leadership
• Skill: pipeline-report standardize output

Impact: 2 giờ/tuần → 10 phút review.

Links:

• Build battle card library
• Prepare cho sales deals
• Create sales reports

Marketing

Marketers leverage Claude cho analyze performance, repurpose content efficiently.

1. Analyze campaign performance

Pain: Campaign metrics scattered across HubSpot, GA, ad platforms. Insights late.

Solution:

• Connectors: HubSpot / Marketo, Google Analytics, Meta Ads, LinkedIn Ads
• Scheduled Task: Daily 9am pull metrics → compare baseline → flag anomalies → Slack digest

Impact: Real-time anomaly detection. Catch issues < 24 giờ.

2. Adapt content across platforms

Pain: 1 blog → 5 channel format (LinkedIn, Twitter, email, slides, Instagram). 3-4 giờ/piece.

Solution:

• Skill: content-repurposer apply channel-specific rules
• Project: Brand voice + examples each channel

Impact: 4 giờ → 30 phút.

Links:

• Analyze campaign performance
• Adapt content across platforms

Finance

Finance builds models, drafts documents, makes sense complex spreadsheets.

1. Build financial models

Pain: DCF, scenario analysis, sensitivity tables — tốn ngày build từ đầu.

Solution:

• Artifacts: Excel artifact với dynamic inputs
• Skills: dcf-model-builder, scenario-analysis apply company methodology

Impact: Days → hours.

2. Draft investment memos

Pain: Structure + write memos cho IC/stakeholders 4-8 giờ.

Solution:

• Project: "Investment Memos" — past memos template, frameworks
• Skill: invest-memo-drafter apply company format
• Research: competitor + market data

Impact: 8 giờ → 2 giờ.

3. Understand + extend inherited spreadsheet

Pain: Someone leaves, inherit 8-sheet Excel bạn không hiểu.

Solution:

• Claude for Excel — sidebar trong actual Excel
• Prompt: "Explain flow. What Sheet 3 dependencies? Trace formula errors."

Impact: Understanding thời gian hours → 20 phút.

Links:

• Build financial models
• Draft investment memos
• Understand inherited spreadsheet

HR / People Ops

HR teams create better onboarding experiences + documentation.

1. Create new hire onboarding guides

Pain: Custom onboarding kit mỗi new hire — 2-3 giờ customize.

Solution:

• Project: "Onboarding Central" với role-specific resources
• Skill: onboard-role take role input → generate personalized kit
• Artifact: Interactive checklist HTML với progress tracking

Impact: 2-3 giờ → 20 phút per hire.

Links:

• Create new hire onboarding guides

Legal

Legal teams track complex timelines, manage discovery processes.

1. Track discovery timelines + analyze patterns

Pain: Case discovery — thousands docs, complex timeline, patterns hidden.

Solution:

• Project: case-specific với all documents
• Research: synthesize across documents
• Prompt: "Build timeline of events from documents. Identify patterns (recurring players, decision shifts). Flag inconsistencies."

Impact: Weeks → days of discovery analysis.

Links:

• Track discovery timelines

Research

Researchers plan literature reviews + verify data analysis.

1. Plan literature review

Pain: 80+ papers cho review — catalog, themes, gaps — weeks.

Solution:

• Project: folder papers
• Research mode: phase-based (catalog → themes → gaps)
• Skill: lit-review-assist apply your methodology (PRISMA, narrative, etc.)

Impact: 3 weeks → 1 week.

2. Verify statistics từ raw data

Pain: Check whether analyst's numbers are right → need reproduce analysis.

Solution:

• Claude for Excel hoặc Claude Code với data file
• Prompt: "Here's data + analyst's conclusions. Reproduce analysis. Flag any discrepancies."

Impact: Confidence validated. Errors caught trước ship.

Links:

• Plan literature review
• Verify statistics

Product

1. Synthesize user research

Pain: 50 user interview transcripts → insights → themes → weeks đọc.

Solution:

• Project: all transcripts
• Research: cluster themes automatically
• Artifact: interactive theme map

Impact: 3 ngày → 3 giờ.

2. Write PRDs

Pain: PRD format consistent, pull từ engineering specs, user research — hours.

Solution:

• Project: template + past PRDs
• Skill: prd-drafter
• Connectors: Jira (engineering), research tool

Impact: 3 giờ → 30 phút draft.

3. Generate product metrics report

Pain: Weekly product metrics across Amplitude, Mixpanel, GA.

Solution:

• Connectors + scheduled task
• Output: unified dashboard + anomaly flags

Impact: 4 giờ → 15 phút review.

Customer Support

1. KB-powered ticket response

Pain: Find relevant KB article cho each ticket — slow manual search.

Solution:

• Connectors: Zendesk + Confluence/Notion KB
• Skill: ticket-triage — scan, retrieve KB, draft response

Impact: 15 min → 5 min/ticket.

2. Customer sentiment tracking

Pain: Weekly ticket trend analysis manual.

Solution:

• Scheduled task: categorize tickets, cluster themes, flag emerging

Impact: 1 ngày → 30 phút.

Education / Training

1. Grade essays với rubric

Pain: 30 essays/tuần — consistency + individualized feedback struggle.

Solution:

• Skill: rubric-scorer first-pass scoring
• Teacher polish + personalization final 30%

Impact: 6 giờ → 2 giờ.

2. Design curriculum module

Pain: Standards alignment + learning objectives + assessments — 2 tuần.

Solution:

• Project: standards + past modules
• Skill: backward-design (outcomes → assessments → activities → content)

Impact: 2 tuần → 3-4 ngày.

Real Estate

1. Listing presentation customization

Pain: 3-4 giờ customize per client.

Solution:

• Skill: listing-prep pull comps, neighborhood data, personalize
• Artifact: interactive presentation

Impact: 4 giờ → 30 phút.

2. Deal screening

Pain: Evaluate 50+ properties client criteria — 3 ngày.

Solution:

• Cowork với subagents: parallel screening
• Output: ranked top 10 với detailed analysis

Impact: 3 ngày → 4 giờ.

Data / Analytics

1. Ad-hoc request SQL

Pain: Stakeholders request random analyses. Translate → SQL → run → format → explain.

Solution:

• Skill: analyze-request — business question → SQL → run → format + narrative
• Connector: PostgreSQL/Snowflake/BigQuery

Impact: 2 giờ → 20 phút/request.

2. Dashboard documentation

Pain: Document existing dashboards for handoff.

Solution:

• Skill: dashboard-docs — auto-document queries, relationships, business logic

Impact: 3 ngày → 6 giờ.

Healthcare

1. Patient records consolidation

Pain: Aggregate lab, imaging, notes — 30 phút/patient.

Solution:

• Skill: patient-record-aggregator — timeline-based + flag abnormal
• Note: HIPAA considerations — Enterprise plan với BAA

Impact: 30 min → 5 min/patient.

2. Clinical study report drafting

Pain: CSR standardized format, need expert content.

Solution:

• Skill: csr-drafter template-driven
• Flag sections need expert review

Impact: 6 tuần → 3 tuần.

Operations / Supply Chain

1. Vendor performance review

Pain: 50+ vendors, multi-metric quarterly.

Solution:

• Skill: vendor-scorecard consistent framework
• Output: scorecards + ranking + remediation plan

Impact: 1 tuần → 2 ngày.

2. Weekly project status aggregation

Pain: 5+ projects status pull manually.

Solution:

• Scheduled task Cowork
• Connectors: Asana/Jira + Slack + Gmail

Impact: 4 giờ → 30 phút review.

Executive Assistant / Chief of Staff

1. Daily executive brief

Pain: Prep boss full day — calendar, emails, travel.

Solution:

• Scheduled task daily 7am morning brief
• Skill: exec-morning-brief

Impact: 2 giờ prep → 15 phút review.

2. Board meeting prep

Pain: Compile reports từ multiple dept heads.

Solution:

• Project: board template + submission forms
• Skill: auto-aggregate

Impact: 1 tuần → 2 ngày.

Cách chọn use case để start

Không thử 10 cái cùng lúc. Pick 1 → implement fully → measure → then add next.

Scoring framework

Rate mỗi candidate use case (1-5):

Score = sum. Start với top score.

Ví dụ

Use case A: Daily morning brief

• Frequency: 5/tuần × 3 = 15
• Time saved: 30 phút × 2 = 60
• Setup: 4 (medium) × 1 = 4
• Variability: 5 (consistent) × 2 = 10
• Total: 89

Use case B: Q-end variance memo

• Frequency: 0.25/tuần × 3 = 0.75
• Time saved: 2 hours × 2 = 4
• Setup: 3 × 1 = 3
• Variability: 5 × 2 = 10
• Total: 17.75

Choose A first. Bigger cumulative impact over time.

Anti-patterns

Try every feature at once

Biểu hiện

Week 1 try Projects + Skills + Connectors + Research + Artifacts simultaneously.

Tại sao sai

Cognitive overload. Nothing used deeply.

Cách đúng

1 use case, 1-2 features. Master before expand.

Generic use case "AI will save time"

Biểu hiện

"I'll use Claude cho emails." (No specificity)

Tại sao sai

Success undefined. No measurable output.

Cách đúng

Specific use case với measurable outcome. "Weekly pipeline report — goal < 30 min review thay vì 2 hours."

Start với hardest

Biểu hiện

Try to automate most complex workflow first.

Tại sao sai

Fail early discourage.

Cách đúng

Start với medium complexity, high frequency. Quick wins build confidence.

Không share với team

Biểu hiện

Personal skill/project useful → keep to self.

Tại sao sai

Scaling benefits limited.

Cách đúng

Share templates, skills, projects với team (Team/Enterprise plans). Impact nhân lên theo số thành viên dùng.

Áp dụng ngay

Bài tập 1: Score your top 3 use cases (15 phút)

Quay lại danh sách Bài 01. Với top 3 pain points, score theo framework trên:

Use case #1: __________
Frequency × 3: ___
Time saved × 2: ___
Setup × 1: ___
Variability × 2: ___
TOTAL: ___

Use case #2: __________
(same scoring)

Use case #3: __________
(same scoring)

Pick highest score = first use case to implement.

Bài tập 2: Implementation plan cho use case #1 (15 phút)

Fill in:

Use case: _______________

Features cần:
- [ ] Project: ________
- [ ] Skill: ________
- [ ] Connector: ________
- [ ] Artifact: ________
- [ ] Research: ________
- [ ] Scheduled task: ________

Setup effort estimate: ___ hours
Expected time saved/week: ___

Week 1 goal: [complete basic setup]
Week 2 goal: [iterate prompt, refine]
Week 4 goal: [report: avg time saved? user satisfaction?]

Success metric: ________

Bài tập 3: Browse Use Case Gallery (10 phút)

Visit claude.com/resources/use-cases.

Filter theo role. Pick 2 cases không trong bài này apply cho role bạn.

Save links. Reference sau.

Tóm tắt bài học

Tài liệu tham khảo

• Use Case Gallery (complete) — full list step-by-step
• Role-specific blog posts — customer stories