Agent skill

Sensitivity Analysis

A specialized skill providing sensitivity analysis and scenario table construction methodology for financial models.

Apache-2.0Auto-check passedBusiness, Finance & HR

Install Sensitivity Analysis

skills CLI

$ npx skills add revfactory/harness-100 --skill sensitivity-analysis -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI

$ gh skill install revfactory/harness-100 sensitivity-analysis --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy

$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .claude/skills && cp -r skills-src/en/53-financial-modeler/.claude/skills/sensitivity-analysis .claude/skills/sensitivity-analysis && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Paste into Claude Code

Install the "sensitivity-analysis" agent skill from https://github.com/revfactory/harness-100/tree/main/en/53-financial-modeler/.claude/skills/sensitivity-analysis into .claude/skills/sensitivity-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sensitivity-analysis", then confirm the skill loads.

Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

$skill-installer

$skill-installer install https://github.com/revfactory/harness-100/tree/main/en/53-financial-modeler/.claude/skills/sensitivity-analysis

Type this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.

skills CLI

$ npx skills add revfactory/harness-100 --skill sensitivity-analysis -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install revfactory/harness-100 sensitivity-analysis --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .agents/skills && cp -r skills-src/en/53-financial-modeler/.claude/skills/sensitivity-analysis .agents/skills/sensitivity-analysis && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "sensitivity-analysis" agent skill from https://github.com/revfactory/harness-100/tree/main/en/53-financial-modeler/.claude/skills/sensitivity-analysis into .agents/skills/sensitivity-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sensitivity-analysis", then confirm the skill loads.

Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add revfactory/harness-100 --skill sensitivity-analysis -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install revfactory/harness-100 sensitivity-analysis --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/en/53-financial-modeler/.claude/skills/sensitivity-analysis .cursor/skills/sensitivity-analysis && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "sensitivity-analysis" agent skill from https://github.com/revfactory/harness-100/tree/main/en/53-financial-modeler/.claude/skills/sensitivity-analysis into .cursor/skills/sensitivity-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sensitivity-analysis", then confirm the skill loads.

Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

gemini skills install

$ gemini skills install https://github.com/revfactory/harness-100.git --path en/53-financial-modeler/.claude/skills/sensitivity-analysis

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add revfactory/harness-100 --skill sensitivity-analysis -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install revfactory/harness-100 sensitivity-analysis --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/en/53-financial-modeler/.claude/skills/sensitivity-analysis .gemini/skills/sensitivity-analysis && rm -rf skills-src

Use ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.

Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/

Paste into Gemini CLI

Install the "sensitivity-analysis" agent skill from https://github.com/revfactory/harness-100/tree/main/en/53-financial-modeler/.claude/skills/sensitivity-analysis into .gemini/skills/sensitivity-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sensitivity-analysis", then confirm the skill loads.

Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

GitHub CLI

$ gh skill install revfactory/harness-100 sensitivity-analysis

Installs for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).

skills CLI

$ npx skills add revfactory/harness-100 --skill sensitivity-analysis -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .github/skills && cp -r skills-src/en/53-financial-modeler/.claude/skills/sensitivity-analysis .github/skills/sensitivity-analysis && rm -rf skills-src

Use ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.

GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/

Paste into GitHub Copilot

Install the "sensitivity-analysis" agent skill from https://github.com/revfactory/harness-100/tree/main/en/53-financial-modeler/.claude/skills/sensitivity-analysis into .github/skills/sensitivity-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sensitivity-analysis", then confirm the skill loads.

GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add revfactory/harness-100 --skill sensitivity-analysis -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install revfactory/harness-100 sensitivity-analysis --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/en/53-financial-modeler/.claude/skills/sensitivity-analysis .opencode/skills/sensitivity-analysis && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "sensitivity-analysis" agent skill from https://github.com/revfactory/harness-100/tree/main/en/53-financial-modeler/.claude/skills/sensitivity-analysis into .opencode/skills/sensitivity-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sensitivity-analysis", then confirm the skill loads.

OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

Facts

Skill name: sensitivity-analysis
GitHub stars: 1.3k
Token cost: ~1.2k tokens
SKILL.md length: 326 words
Files: 1
Skills in repo: 464
Repo updated: Mar 22, 2026
First seen: Oct 7, 2026
Licence: Apache-2.0

At a glance

A specialized skill providing sensitivity analysis and scenario table construction methodology for financial models.

Works in 4 steps: Select 5-8 key assumption variables → Vary each variable by +/-20% (or a… → Calculate the variation in the result… → …
Tasks that involve Financial modeling
SKILL.md covers Target Agent, 1-Way Sensitivity Analysis, 2-Way Sensitivity Analysis… and 3-Scenario Analysis…, plus 2 more sections
Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Sensitivity Analysis is an agent skill from revfactory/harness-100. A specialized skill providing sensitivity analysis and scenario table construction methodology for financial models. Used by the scenario-planner agent when designing Bear/Base/Bull scenarios and analyzing key variable impact. Automatically applied in contexts such as 'sensitivity analysis', 'scenario analysis', 'sensitivity table', 'tornado chart', 'Monte Carlo'. However, statistical software (R, Python) execution and real-time simulation are outside the scope of this skill.

Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Business, Finance & HR, covering Financial modeling. It works with Python. The licence is Apache-2.0.

When your agent uses it

Tasks that involve Financial modeling

Example prompts

“sensitivity analysis”
“scenario analysis”
“sensitivity table”
“/sensitivity-analysis”

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

Select 5-8 key assumption variables
Vary each variable by +/-20% (or a reasonable range)
Calculate the variation in the result metric (enterprise value, IRR, etc.)
Arrange horizontal bars in descending order of variation magnitude

What it can do on your machine

Read from SKILL.md and the folder at commit 8e8d35c. It shows what the files ask for, not the result of running them.

Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Sensitivity Analysis loads about 1.2k tokens when it runs. Until then it costs about 125 tokens; SKILL.md has 326 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~125
When it runs · the whole SKILL.md, loaded when a task matches: ~1.2k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from revfactory/harness-100 at commit 8e8d35c, republished under its Apache-2.0 licence (© revfactory). 326 words, ~1,185 tokens.

Download SKILL.mdSave it as .claude/skills/sensitivity-analysis/SKILL.md (or your agent's skills folder).

name: sensitivity-analysis
description: A specialized skill providing sensitivity analysis and scenario table construction methodology for financial models. Used by the scenario-planner agent when designing Bear/Base/Bull scenarios and analyzing key variable impact. Automatically applied in contexts such as 'sensitivity analysis', 'scenario analysis', 'sensitivity table', 'tornado chart', 'Monte Carlo'. However, statistical software (R, Python) execution and real-time simulation are outside the scope of this skill.

Sensitivity Analysis — Sensitivity Analysis Methodology

A specialized skill that enhances the scenario analysis capabilities of the scenario-planner agent.

Target Agent

scenario-planner — Bear/Base/Bull scenarios, sensitivity table construction

1-Way Sensitivity Analysis

Vary one variable while holding all others constant and observe changes in the result.

Tornado Chart Construction Method

Select 5-8 key assumption variables
Vary each variable by +/-20% (or a reasonable range)
Calculate the variation in the result metric (enterprise value, IRR, etc.)
Arrange horizontal bars in descending order of variation magnitude

                    Enterprise Value Change
Revenue Growth  ████████████████████████   Most Sensitive
Operating Margin ██████████████████
WACC            ████████████████
Perpetual Growth █████████████
CAPEX/Revenue    ███████████
NWC/Revenue      ████████                   Least Sensitive

Key Variable Selection Guide

Financial Model Type	1st Priority	2nd Priority	3rd Priority
SaaS	Revenue Growth Rate	NRR/Churn	CAC
Manufacturing	Utilization Rate	Raw Material Price	FX Rate
Retail	GMV Growth Rate	Take Rate	Shipping Cost
Biotech	Clinical Success Rate	Market Size	Drug Price

2-Way Sensitivity Analysis (Data Table)

Matrix varying two variables simultaneously:

markdown

### Enterprise Value ($M) — Revenue Growth vs WACC

|              | WACC 8% | WACC 9% | WACC 10% | WACC 11% | WACC 12% |
|-------------|---------|---------|----------|----------|----------|
| Growth 10%  |   52    |   46    |   41     |   37     |   34     |
| Growth 15%  |   68    |   59    |   52     |   46     |   41     |
| Growth 20%  |   87    |   74    |   64     |   56     |   49     |
| Growth 25%  |  109    |   91    |   78     |   67     |   59     |
| Growth 30%  |  135    |  111    |   93     |   80     |   70     |

Color Coding Rules:

Above current enterprise value = Green (Investment attractive)
80-100% of current enterprise value = Yellow (Watch)
Below 80% of current enterprise value = Red (Warning)

3-Scenario Analysis (Bear/Base/Bull)

Scenario Definition Framework

Category	Bear (Pessimistic)	Base	Bull (Optimistic)
Probability Weight	20-25%	50-60%	20-25%
Revenue Growth	Bottom 25% benchmark	Median	Top 25% benchmark
Margin	Maintain or decline	Gradual improvement	Target achieved
Market Environment	Economic slowdown, intensified competition	Status quo	Boom, market expansion

Per-Scenario Key Assumptions Table

markdown

| Assumption | Bear | Base | Bull | Basis |
|-----------|------|------|------|-------|
| Revenue Growth Y1 | 10% | 25% | 40% | Industry distribution |
| Revenue Growth Y3 | 5% | 15% | 30% | Convergence assumption |
| Operating Margin Y5 | 8% | 15% | 22% | Benchmark |
| Customer Churn | 5% | 3% | 1.5% | Peer data |
| CAPEX/Revenue | 12% | 8% | 6% | Economies of scale |

Probability-Weighted Value

Weighted Enterprise Value = P(Bear) x V(Bear) + P(Base) x V(Base) + P(Bull) x V(Bull)

Break-Even Analysis

Key Questions

"At what level must an assumption deteriorate for the investment to fail?"

Analysis Item	Formula	Meaning
Revenue BEP	Fixed Costs / Contribution Margin Ratio	Minimum required revenue
Customer BEP	Fixed Costs / (ARPU x Margin)	Minimum required customers
Growth Rate BEP	Growth rate where NPV = 0	Minimum required growth
IRR BEP	Discount rate where NPV = 0	Internal rate of return

Output Format Requirements

Required Deliverables

Tornado Chart — Variable sensitivity ranking
2-Way Tables — Cross-analysis of top 2 variables (minimum 2)
3-Scenario Summary — Bear/Base/Bull key assumptions + results
Probability-Weighted Value — Final estimate
Break-Even Points — Per key variable break-even
Implications — Risk management recommendations for the most sensitive variables

Files

Just SKILL.md in en/53-financial-modeler/.claude/skills/sensitivity-analysis of revfactory/harness-100.

Open the folder on GitHubat commit 8e8d35c

Compare with similar skills

Sensitivity Analysis next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Sensitivity Analysis compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Sensitivity Analysis this skillrevfactory/harness-100	1.3k	—	~1.2k	Automated safety check: Pass	Apache-2.0	6 mo ago
Dcf ModelWind-Alice/AliceMarket	128	3 repos	~12k	Automated safety check: Pass	None	27 days ago
Dcf ModelLuciole-Studio/Misaka-Agent	125	2 repos	~12k	Automated safety check: Pass	Apache-2.0	today
Cap Table Waterfalldavepoon/buildwithclaude	3.6k	—	~1.1k	Automated safety check: Pass	MIT	yesterday
Financial Modeldavepoon/buildwithclaude	3.6k	—	~1.1k	Automated safety check: Pass	MIT	yesterday
Three-Statement Model Builderginlix-ai/LangAlpha	1.8k	—	~5.4k	Automated safety check: Pass	Apache-2.0	today

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Questions about Sensitivity Analysis

What does Sensitivity Analysis do?

A specialized skill providing sensitivity analysis and scenario table construction methodology for financial models. Sensitivity Analysis is an agent skill from revfactory/harness-100. A specialized skill providing sensitivity analysis and scenario table construction methodology for financial models.

When should I use Sensitivity Analysis?

Sensitivity Analysis fits situations like: tasks that involve Financial modeling.

How do I install Sensitivity Analysis in Claude Code?

Run `npx skills add revfactory/harness-100 --skill sensitivity-analysis -a claude-code`. Or copy the skill folder (en/53-financial-modeler/.claude/skills/sensitivity-analysis in revfactory/harness-100) into .claude/skills/sensitivity-analysis in your project. Claude Code loads it when a task matches its description.

How do I install Sensitivity Analysis in Codex?

Run `npx skills add revfactory/harness-100 --skill sensitivity-analysis -a codex`. Or copy the skill folder (en/53-financial-modeler/.claude/skills/sensitivity-analysis in revfactory/harness-100) into .agents/skills/sensitivity-analysis in your project. Codex loads it when a task matches its description.

Can I use Sensitivity Analysis in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add revfactory/harness-100 --skill sensitivity-analysis -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/sensitivity-analysis, .gemini/skills/sensitivity-analysis, .github/skills/sensitivity-analysis and .opencode/skills/sensitivity-analysis in your project.

What does Sensitivity Analysis need to run?

SKILL.md names no scripts, command-line tools or credentials: Sensitivity Analysis is instructions for the agent only.

Does Sensitivity Analysis access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Sensitivity Analysis safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Sensitivity Analysis use?

Sensitivity Analysis is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Sensitivity Analysis use?

About 1.2k tokens (SKILL.md is roughly 4.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Sensitivity Analysis?

Skills that share tags, products or a category with Sensitivity Analysis: Dcf Model (Wind-Alice/AliceMarket, 128 stars), Dcf Model (Luciole-Studio/Misaka-Agent, 125 stars), Cap Table Waterfall (davepoon/buildwithclaude, 3.6k stars) and Financial Model (davepoon/buildwithclaude, 3.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Sensitivity Analysis?

revfactory (a GitHub user) maintains it in revfactory/harness-100, which has 1,290 GitHub stars. The repository holds 464 skills in this directory. The repository was last updated on March 22, 2026.

Source: revfactory/harness-100 on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Install Sensitivity Analysis

Facts

At a glance

What it does

When your agent uses it

Example prompts

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Sensitivity Analysis — Sensitivity Analysis Methodology

Target Agent

1-Way Sensitivity Analysis

Tornado Chart Construction Method

Key Variable Selection Guide

2-Way Sensitivity Analysis (Data Table)

3-Scenario Analysis (Bear/Base/Bull)

Scenario Definition Framework

Per-Scenario Key Assumptions Table

Probability-Weighted Value

Break-Even Analysis

Key Questions

Output Format Requirements

Required Deliverables

Files

Compare with similar skills

Similar skills

More from revfactory/harness-100

Related

Questions about Sensitivity Analysis