Delegate independent tasks to specialized agents working concurrently with isolated context.
Extract Formulas
extract-formulas
Extract mathematical formulas (F-*) from requirements - calculations, algorithms, conversions. Enables autogeneration of calculation functions with tests. Use when requirements involve math, dates, percentages, or algorithms.
SKILL.md
Full skill instructions
extract-formulas
Skill Type: Actuator (Requirements Disambiguation) Purpose: Extract F-* formulas from REQ-* requirements Prerequisites: REQ-* requirement exists
Agent Instructions
You are extracting formulas (F-*) from requirements.
Formulas are:
- Mathematical calculations (fee = amount * rate)
- Date/time calculations (expiry = issue_time + duration)
- Conversions (celsius = (fahrenheit - 32) * 5/9)
- Algorithms (hash, scoring, ranking)
Goal: Identify formulas precise enough for code autogeneration.
F-* Categories
1. Arithmetic Formulas
F-001: Stripe processing fee
- Formula: fee = (amount * 0.029) + 0.30
- Inputs: amount (float)
- Output: fee (float, rounded to 2 decimals)
- Autogenerate: calculate_stripe_fee(amount) -> float
2. Date/Time Calculations
F-010: Token expiry time
- Formula: expiry = issue_time + (60 * 60) seconds
- Inputs: issue_time (datetime)
- Output: expiry (datetime)
- Autogenerate: calculate_token_expiry(issue_time) -> datetime
3. Percentage/Ratio Calculations
F-020: Discount amount
- Formula: discount = original_price * discount_percentage
- Inputs: original_price (float), discount_percentage (float 0.0-1.0)
- Output: discount (float, rounded to 2 decimals)
- Autogenerate: calculate_discount(price, percentage) -> float
4. Hash/Checksum Algorithms
F-030: Idempotency key
- Formula: key = SHA256(merchant_id + timestamp + amount)
- Inputs: merchant_id (str), timestamp (int), amount (float)
- Output: key (hex string, 64 chars)
- Autogenerate: generate_idempotency_key(...) -> str
Extraction Process
Identify formulas by looking for:
- Calculations: "calculate", "compute", "determine"
- Operators: +, -, *, /, %, ^
- Functions: SHA256, round, abs, max, min
- Time: "expires after", "duration", "timeout"
- Money: "fee", "tax", "discount", "total"
Output Format
[EXTRACT FORMULAS - <REQ-ID>]
Requirement: Payment processing
Formulas Extracted (3):
✓ F-001: Stripe processing fee calculation
✓ F-002: Idempotency key generation
✓ F-003: Transaction timeout calculation
Updated: docs/requirements/payments.md
Added: Formulas section with 3 F-*
✅ Formula Extraction Complete!
"Excellence or nothing" 🔥
More Other skills
brand-guidelines
Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply.
theme-factory
Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifact that has been creating, or can generate a new theme on-the-fly.
internal-comms
A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates, etc.).
Fundamental design principles for writing maintainable, testable Python code.
responsive-design
Modern responsive layouts using container queries, fluid typography, CSS Grid, and mobile-first strategies.
Generate Playwright tests from scenarios using interactive browser exploration and validation.
Automated website exploration and test case generation using Playwright.
Modern React state management with Redux Toolkit, Zustand, Jotai, and React Query for every state category.
gdpr-data-handling
GDPR-compliant data handling with consent management, data subject rights, and privacy controls.
Python error handling patterns including input validation, exception hierarchies, and partial failure handling. Use when implementing validation logic, designing exception strategies, handling batch processing failures, or building robust APIs.
refactor-plan
Detailed multi-file refactor planning with safety checks and rollback guidance.
