skill-creator

name

skill-creator

description

Create, evaluate, and improve agent skills specifically for the options/derivatives domain. Use this skill when the user asks to "create a new skill", "add an options skill for X", "evaluate this SKILL.md", "improve this skill", or wants to extend the finance-option-skills marketplace. Triggers: "new skill", "skill template", "skill rubric", "evaluate SKILL.md", "what's missing from this skill", "add a strategy / data source / risk metric as a skill".

Options Skill Creator

Author and improve SKILL.md files for the finance-option-skills marketplace.

---

Step 1: Clarify Intent

User says	What they need
"Create a skill for X"	New skill scaffold + SKILL.md + README + references
"Evaluate this SKILL.md"	Quality rubric scoring
"Improve this skill"	Identify weaknesses + concrete edits
"What's missing"	Gap analysis vs the rubric

If unclear, ask: "Do you want to (a) scaffold a new skill, (b) score an existing one, or (c) improve a specific section?"

---

Step 2: Choose the Plugin Group

Match the proposed skill to one of:

Group	What goes here
option-pricing	Pricing models (closed-form, numerical, Monte Carlo) and Greeks
option-strategies	Strategy construction, payoff visualization, P&L analysis
option-volatility	IV analysis, surface fitting, vol forecasting
option-data-providers	New data sources (broker readers, market data APIs, vol indices)
option-risk-management	Hedging, sizing, portfolio-level analysis

If the skill doesn't fit any group, stop and ask whether to create a new group — don't dump it into the closest match.

---

Step 3: Generate the Scaffold

For a new skill my-new-skill in group option-X:

plugins/option-X/skills/my-new-skill/
  SKILL.md       # main file
  README.md      # GitHub-facing
  references/    # optional, for long API tables or derivations

---

Step 4: SKILL.md Template

---
name: my-new-skill
description: >
  [One-paragraph description of WHEN to use, with trigger keywords inline.]
  Use this skill when [specific user intent]. Triggers: "X", "Y", "Z".
  [Mention defaults so the skill works with partial input.]
---

# Skill Title

[Two-sentence overview of what the skill produces.]

---

## Step 1: [Extract Inputs]
[Table of fields with required/default values.]

## Step 2: [Compute / Fetch / Match]
[Concrete formula or table mapping intent to action.]

## Step 3: [Sanity Checks]
[Explicit list of failure modes — never silently fallback.]

## Step 4: [Respond to User]
[Format of the output. Hand-off to other skills if relevant.]

---

## Reference Files

- `references/foo.md` — [what's in it]

---

Step 5: Quality Rubric (see references/rubric.md)

Score 0–2 on each dimension:

Dimension	0	1	2
Trigger clarity	Description is vague	Has triggers but missing keywords	Includes 5+ trigger phrases, no ambiguity
Defaults	Skill fails without all inputs	Some defaults	All optional fields have sensible defaults
Failure handling	Silently coerces bad input	Some checks	All failure modes surface explicitly
Hand-off	No mention of sibling skills	Mentions one	Clearly recommends downstream skills
Math precision	No formulas / unclear	Formulas present	Formulas + units + edge cases
Examples	None	Generic	One worked example with real numbers
No silent fallbacks	Has if fail: use default	Mostly explicit	Every failure path either errors or asks user

A passing skill scores ≥ 10/14.

---

Step 6: Common Mistakes (from reviewing skills)

Mistake	Fix
Generic trigger ("for options")	List specific keywords ("butterfly", "calendar", "IV crush")
No units on Greeks	Always label "per vol pt", "per calendar day"
Embeds 200 lines of code in SKILL.md	Move to references/ and reference by path
"Uses defaults when missing" without listing them	Make the default table explicit
Silent fallback ("if API fails, use cached")	Either retry or surface the failure — never substitute
Recommends real-time trading on stale data	Always note data delay

---

Step 7: After Authoring

1. Run skill-lint to validate frontmatter and description length (< 1024 chars).
2. Update root README.md to list the new skill under its plugin group.
3. Bump version in plugins/<group>/plugin.json and .claude-plugin/marketplace.json.
4. Test the skill by invoking it through Claude Code with a realistic scenario.

---

Reference Files

• references/rubric.md — Full quality rubric with examples of 0/1/2 scoring per dimension
• references/template.md — Copy-paste SKILL.md skeleton

Credit

Rubric structure adapted from himself65/finance-skills skill-creator.