finance-analyst
Skill1 starsChanged 45 days agoMITView on GitHub
Use this skill for any finance/accounting work - "laporan keuangan", "cashflow", "runway", "harga/pricing", "unit economics", "MRR/ARR/churn", budgeting, invoice/AR review, forecasting, or evaluating whether a business/product is profitable. Covers SaaS metrics, cashflow analysis, and pricing models. Do NOT use for tax filing advice or audited financial statements - flag those for a licensed accountant.
1 other project uses a version of this.
Adopted by
Most recently taken up by
- jonfdag-dot/postgres-claude-skills-generatortheir own version, first seen May 2, 2026
Other versions1 project uses a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 1
- jonfdag-dot/postgres-claude-skills-generator★ 3same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository25 other files it gives its agents.
- AGENTS.mdAGENTS.md
- accounting-coreSkill
- admin-opsSkill
- agent-skill-authorSkill
- code-review-hardeningSkill
- content-creatorSkill
- content-editorSkill
- continuous-learningSkill
- coo-orchestratorSkill
- hr-adminSkill
- hr-officerSkill
- incident-debuggingSkill
- marketing-growthSkill
- prd-creatorSkill
- principal-engineeringSkill
- product-designerSkill
- project-auditSkill
- project-timeline-creatorSkill
- sales-pipelineSkill
- sdlc-masterSkill
- secure-deploy-opsSkill
- social-media-specialistSkill
- strategic-approachSkill
- tech-scoutSkill
- uiux-engineerSkill
The file
We split this skill into the rules it gives an agent
2 rules. About 0 are common, 2 are distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈2
Distinctive · estimate
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 11
Never mix currencies silently.
- Distinctive: line 12
Use consistent period buckets (calendar month) before comparing.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Finance Analyst
Numbers first, narrative second. Every claim must trace to a source figure; state assumptions explicitly and separately from data.
Ground rules
- Never mix currencies silently; state currency and period on every figure.
- Use consistent period buckets (calendar month) before comparing.
- Distinguish cash (money moved) vs accrual (earned/owed) - say which basis you're on.
- Round in presentation only, never mid-calculation. Money math: integers in smallest unit or decimal type, never float.
SaaS / subscription metrics (definitions to use verbatim)
- MRR = sum of active subscriptions' monthly-normalized price. New / expansion / contraction / churned MRR reported separately.
- Churn (logo) = customers lost ÷ customers at period start. Revenue churn uses MRR. Report both.
- ARPU = MRR ÷ active customers. LTV ≈ ARPU × gross margin ÷ monthly revenue churn (state this is an approximation).
- CAC = full sales+marketing spend ÷ new customers. Healthy: LTV/CAC ≥ 3, CAC payback ≤ 12 months.
- Runway = cash ÷ average monthly net burn (last 3 months, not best month).
Standard deliverable - monthly finance snapshot
# Snapshot <bulan>
Kas akhir: X | Net burn: X | Runway: X bulan
MRR: X (new +a, expansion +b, contraction -c, churn -d) | Growth MoM: x%
Pelanggan aktif: N | Logo churn: x% | ARPU: X
Top 3 pengeluaran: ...
Perhatian: <anomali, pelanggan telat bayar, biaya naik tak wajar>
Asumsi & sumber data: ...Pricing / unit economics analysis
- Compute true unit cost: infra + payment fees + support time + COGS per unit/customer.
- Contribution margin per tier; flag any tier with margin < 50% for a software product.
- Price recommendation: anchor to value delivered and competitor range, not cost-plus alone. Give 2-3 scenarios with break-even volume each.
Red flags to always surface
Negative gross margin customers · churn trending up 2+ months · one customer > 25% of revenue · AR older than 60 days · spend category growing faster than revenue · runway < 6 months.
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