Agent skill

Biz Scan

Scans codebase for revenue opportunities, KPIs, monetization gaps.

Apache-2.0Auto-check passedBusiness, Finance & HR

Install Biz Scan

skills CLI

$ npx skills add softspark/ai-toolkit --skill biz-scan -a claude-code

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

GitHub CLI

$ gh skill install softspark/ai-toolkit biz-scan --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/softspark/ai-toolkit.git skills-src && mkdir -p .claude/skills && cp -r skills-src/app/skills/biz-scan .claude/skills/biz-scan && 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 "biz-scan" agent skill from https://github.com/softspark/ai-toolkit/tree/main/app/skills/biz-scan into .claude/skills/biz-scan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "biz-scan", 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/softspark/ai-toolkit/tree/main/app/skills/biz-scan

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 softspark/ai-toolkit --skill biz-scan -a codex

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

GitHub CLI

$ gh skill install softspark/ai-toolkit biz-scan --agent codex

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

Manual copy

$ git clone --depth 1 https://github.com/softspark/ai-toolkit.git skills-src && mkdir -p .agents/skills && cp -r skills-src/app/skills/biz-scan .agents/skills/biz-scan && 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 "biz-scan" agent skill from https://github.com/softspark/ai-toolkit/tree/main/app/skills/biz-scan into .agents/skills/biz-scan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "biz-scan", 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 softspark/ai-toolkit --skill biz-scan -a cursor

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

GitHub CLI

$ gh skill install softspark/ai-toolkit biz-scan --agent cursor

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

Manual copy

$ git clone --depth 1 https://github.com/softspark/ai-toolkit.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/app/skills/biz-scan .cursor/skills/biz-scan && 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 "biz-scan" agent skill from https://github.com/softspark/ai-toolkit/tree/main/app/skills/biz-scan into .cursor/skills/biz-scan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "biz-scan", 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/softspark/ai-toolkit.git --path app/skills/biz-scan

--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 softspark/ai-toolkit --skill biz-scan -a gemini-cli

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

GitHub CLI

$ gh skill install softspark/ai-toolkit biz-scan --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/softspark/ai-toolkit.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/app/skills/biz-scan .gemini/skills/biz-scan && 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 "biz-scan" agent skill from https://github.com/softspark/ai-toolkit/tree/main/app/skills/biz-scan into .gemini/skills/biz-scan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "biz-scan", 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 softspark/ai-toolkit biz-scan

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 softspark/ai-toolkit --skill biz-scan -a github-copilot

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

Manual copy

$ git clone --depth 1 https://github.com/softspark/ai-toolkit.git skills-src && mkdir -p .github/skills && cp -r skills-src/app/skills/biz-scan .github/skills/biz-scan && 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 "biz-scan" agent skill from https://github.com/softspark/ai-toolkit/tree/main/app/skills/biz-scan into .github/skills/biz-scan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "biz-scan", 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 softspark/ai-toolkit --skill biz-scan -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 softspark/ai-toolkit biz-scan --agent opencode

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

Manual copy

$ git clone --depth 1 https://github.com/softspark/ai-toolkit.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/app/skills/biz-scan .opencode/skills/biz-scan && 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 "biz-scan" agent skill from https://github.com/softspark/ai-toolkit/tree/main/app/skills/biz-scan into .opencode/skills/biz-scan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "biz-scan", 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: biz-scan
GitHub stars: 179
Token cost: ~1.2k tokens
SKILL.md length: 431 words
Files: 1
Skills in repo: 112
Repo updated: Oct 8, 2026
First seen: Oct 7, 2026
Licence: Apache-2.0

At a glance

Scans codebase for revenue opportunities, KPIs, monetization gaps.

Works in 4 steps: Model Scan: Analyze Data Layer → Logic Scan: Analyze Business Logic → Synthesis: Match Data vs. Business Goals → …
Tasks that involve OKRs and executive reporting
SKILL.md covers Usage, Protocol, Rules and Gotchas, plus 1 more section
Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Biz Scan is an agent skill from softspark/ai-toolkit. Scans codebase for revenue opportunities, KPIs, monetization gaps. Triggers: business metrics, KPI, analytics gaps, monetization, revenue.

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 OKRs and executive reporting. The repository describes itself as: Professional-grade AI coding toolkit: 94 skills, 44 agents, multi-platform (Claude, Cursor, Windsurf, Copilot, Gemini, Cline, Roo Code, Aider, Augment, Antigravity, Codex CLI… The licence is Apache-2.0.

When your agent uses it

Tasks that involve OKRs and executive reporting

Example prompts

“Use the biz-scan skill to scan codebase for revenue opportunities, KPIs, monetization gaps”
“/biz-scan”

Requirements

Pre-approved tools (allowed-tools): Read, Grep, Glob

Workflow steps

4 steps, taken from the step headings in SKILL.md.

Model Scan: Analyze Data Layer
Logic Scan: Analyze Business Logic
Synthesis: Match Data vs. Business Goals
Report: Generate Opportunity Report

What it can do on your machine

Read from SKILL.md and the folder at commit e40ed87. It shows what the files ask for, not the result of running them.

Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
- Read
- Grep
- Glob
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 bash and 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

Biz Scan loads about 1.2k tokens when it runs. Until then it costs about 37 tokens; SKILL.md has 431 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~37
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 softspark/ai-toolkit at commit e40ed87, republished under its Apache-2.0 licence (© softspark). 431 words, ~1,192 tokens.

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

name: biz-scan
description: Scans codebase for revenue opportunities, KPIs, monetization gaps. Triggers: business metrics, KPI, analytics gaps, monetization, revenue.
allowed-tools: Read, Grep, Glob
effort: medium
disable-model-invocation: true
argument-hint: [area]
agent: business-intelligence
context: fork

Biz Scan Command

$ARGUMENTS

Triggers the Business Intelligence agent to analyze the codebase for business opportunities and KPI gaps.

Usage

bash

/biz-scan [scope]
# /biz-scan schema     : focus on database models and entity relationships
# /biz-scan api        : focus on API endpoints and data exposure
# /biz-scan all        : full codebase scan

Protocol

1. Model Scan: Analyze Data Layer

Scan for business-relevant data structures:

bash

# Find database models, schemas, entities
grep -rl "model\|schema\|entity\|migration" --include="*.py" --include="*.ts" --include="*.rb" .
# Find ORM definitions
grep -rl "prisma\|sequelize\|typeorm\|sqlalchemy\|activerecord" .

Catalog: entity names, relationships, fields that map to business concepts (revenue, subscription, usage, billing).

2. Logic Scan: Analyze Business Logic

Scan controllers, services, and use cases:

bash

# Find API endpoints and handlers
grep -rn "router\.\|app\.\(get\|post\|put\|delete\)\|@Controller\|@app\.route" --include="*.ts" --include="*.py" --include="*.js" .
# Find tracking/analytics events
grep -rn "track\|analytics\|event\|metric\|log_event" --include="*.ts" --include="*.py" --include="*.js" .

Catalog: exposed endpoints, tracked events, feature flags, A/B tests.

3. Synthesis: Match Data vs. Business Goals

Cross-reference findings to identify:

Category	What to Look For
Missing KPIs	Entities with no associated tracking events
Underutilized features	Endpoints with no analytics or feature-flag coverage
Monetization gaps	Subscription/billing entities without conversion tracking
Data exposure	Rich internal data not surfaced via API

4. Report: Generate Opportunity Report

Output a structured markdown report:

markdown

## Business Opportunity Report: [scope]

### KPI Coverage
| Entity/Feature | Tracked Events | Gap |
|---------------|---------------|-----|
| [name] | [events or "none"] | [what's missing] |

### Opportunities (ranked by estimated impact)
1. **[Opportunity]**: [description, affected entities, suggested action]

### Quick Wins
- [ ] Add tracking to [feature], estimated lift: [low/med/high]

### Data Exposure Gaps
- [Entity] has [N fields] not exposed via any API endpoint

Rules

MUST tie every opportunity to a concrete business metric or KPI name — "improve onboarding" is not an opportunity, "increase trial-to-paid conversion" is
MUST rank the opportunity list by estimated impact (rough order of magnitude is enough) — alphabetical order hides the signal
NEVER propose a new tracking event without first checking for an existing one — duplicate events corrupt analytics pipelines
CRITICAL: output is advisory. Do not modify tracking code in the scan. The product owner decides what ships.
MANDATORY: when the codebase has no analytics layer at all, say so explicitly and stop — the gap is "no instrumentation", not "no opportunities".

Show full SKILL.md (204 more words)Show less

Gotchas

ORM models and TypeScript/Zod types often drift. An entity may exist in the DB schema but be invisible to the API layer (and vice-versa) — grep both sides before declaring "no tracking coverage".
Feature flags without analytics wiring are invisible to most scans. A flag can gate a feature with zero rollout data; treat a flag-without-exposure as its own gap category.
"No tracking event on entity X" often means X is tracked via a parent event (e.g., order_items piggybacking on order_completed). Walk the event taxonomy one level up before calling a gap.
Revenue attribution in multi-tenant apps often splits client-side (page views, clicks) from server-side (conversions). Scanning only one side produces systematically wrong conclusions about monetization coverage.
Migration files may show deleted columns that live code no longer references — always check the current schema (alembic current, prisma migrate status) before treating a migration-declared field as live.

When NOT to Use

For implementing a tracking change — use /fix or the relevant language skill
For dashboard design or SQL queries — delegate to the data-analyst agent
For generic code-quality metrics — use /analyze
For security or CVE scans — use /cve-scan or /security-patterns
When the project has no product-analytics layer configured — document the gap, do not speculate on events

Files

Just SKILL.md in app/skills/biz-scan of softspark/ai-toolkit.

Open the folder on GitHubat commit e40ed87

Compare with similar skills

Biz Scan 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.

Biz Scan compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Biz Scan this skillsoftspark/ai-toolkit	179	—	~1.2k	Automated safety check: Pass	Apache-2.0	2 days ago
Pine BacktesterTradersPost/pinescript-agents	170	1 repos	~3.9k	Automated safety check: Pass	None	2 mo ago
Analytics Strategyrampstackco/claude-skills	945	—	~2.4k	Automated safety check: Pass	MIT	3 days ago
Onboarding Plannerbpinheiroms/dotfiles	108	—	~5.4k	Automated safety check: Pass	None	4 mo ago
Replit Decksanqiufong/slides-from-anything	132	1 repos	~2.9k	Automated safety check: Pass	Apache-2.0	today
Building Streamlit Dashboardsiusztinpaul/designing-real-world-ai-agents-workshop	512	—	~1.1k	Automated safety check: Pass	Apache-2.0	4 mo ago

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Questions about Biz Scan

What does Biz Scan do?

Scans codebase for revenue opportunities, KPIs, monetization gaps. Biz Scan is an agent skill from softspark/ai-toolkit. Scans codebase for revenue opportunities, KPIs, monetization gaps.

When should I use Biz Scan?

Biz Scan fits situations like: tasks that involve OKRs and executive reporting.

How do I install Biz Scan in Claude Code?

Run `npx skills add softspark/ai-toolkit --skill biz-scan -a claude-code`. Or copy the skill folder (app/skills/biz-scan in softspark/ai-toolkit) into .claude/skills/biz-scan in your project. Claude Code loads it when a task matches its description.

How do I install Biz Scan in Codex?

Run `npx skills add softspark/ai-toolkit --skill biz-scan -a codex`. Or copy the skill folder (app/skills/biz-scan in softspark/ai-toolkit) into .agents/skills/biz-scan in your project. Codex loads it when a task matches its description.

Can I use Biz Scan 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 softspark/ai-toolkit --skill biz-scan -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/biz-scan, .gemini/skills/biz-scan, .github/skills/biz-scan and .opencode/skills/biz-scan in your project.

What does Biz Scan need to run?

SKILL.md names no scripts, command-line tools or credentials: Biz Scan is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Grep, Glob.

Does Biz Scan 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 Biz Scan 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 Biz Scan use?

Biz Scan 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 Biz Scan use?

About 1.2k tokens (SKILL.md is roughly 4.8k 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 Biz Scan?

Skills that share tags, products or a category with Biz Scan: Pine Backtester (TradersPost/pinescript-agents, 170 stars), Analytics Strategy (rampstackco/claude-skills, 945 stars), Onboarding Planner (bpinheiroms/dotfiles, 108 stars) and Replit Deck (sanqiufong/slides-from-anything, 132 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Biz Scan?

softspark (a GitHub user) maintains it in softspark/ai-toolkit, which has 179 GitHub stars. The repository holds 112 skills in this directory. The repository was last updated on October 8, 2026.

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

Install Biz Scan

Facts

At a glance

What it does

When your agent uses it

Example prompts

Requirements

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Biz Scan Command

Usage

Protocol

1. Model Scan: Analyze Data Layer

2. Logic Scan: Analyze Business Logic

3. Synthesis: Match Data vs. Business Goals

4. Report: Generate Opportunity Report

Rules

Gotchas

When NOT to Use

Files

Compare with similar skills

Similar skills

More from softspark/ai-toolkit

Related

Questions about Biz Scan