New Feature Discovery — Trading

VerifiedSafe

Conduct an in-depth interview to explore, challenge, and document a new trading feature. Uses interactive questions and codebase exploration.

Sby Skills Guide Bot
DevelopmentIntermediate
7/24/2026
Claude Code
#feature-discovery#requirements-elicitation#spec-writing#structured-interview#trading-domain

Recommended for

Automated summary

Runs a structured discovery interview to explore, challenge, and document a new trading feature, ending in a formal specification.

Strengths

  • Forces clarifying questions through the AskUserQuestion tool instead of assuming behaviour
  • Launches parallel Explore agents to ground the spec in existing code, contracts, and database schema
  • Includes a dedicated challenge pass with alternative approaches and trading-specific edge cases (partial fills, race conditions, authorization)
  • A mandatory Platform Skill Gate makes it read UI component rules before recommending any frontend change

Limitations

  • Tightly coupled to the ETNA_TRADER repository layout (frontend/ACAT, Etna.Trading.Contracts, db/, qa/) and not portable as-is
  • Relies on Claude Code-specific tooling (AskUserQuestion, Task/Explore agents, .claude/rules)
  • Only produces a specification, never an implementation, and output quality depends on how engaged the user is during the interview
When to use it

Use it when kicking off a new trading feature and you need a rigorous specification before writing code.

When not to use it

Avoid it for quick brainstorming, or when the spec is already settled and only implementation work remains.

Security analysis

Safe
Quality score90/100

The skill only conducts interviews, reads codebase files, and writes a specification document. It does not execute destructive commands, exfiltrate data, or use obfuscation. The tools referenced (AskUserQuestion, Task) are used for legitimate discovery and exploration purposes.

No concerns found

How this analysis is made

Examples

Iceberg order feature
/nf iceberg-order-management — explore and spec out a new feature for placing and managing iceberg orders across the ACAT frontend and the order service.
Partial fill edge cases
Detail a feature: automatic re-routing of orders that are only partially filled at market close. Run the discovery interview, challenge my assumptions and write the spec.
Risk check interview
Interview me about a new position-limit risk check feature and produce a formal specification, covering failure scenarios and integration points with the risk engine.

name: nf description: >- Conduct in-depth feature discovery interview to explore, challenge, and document a new trading feature. Use when asked to 'detail a feature', 'explore a new feature', 'feature discovery', 'interview about feature', or 'spec out a feature'. NOT for quick brainstorming, NOT for implementation tasks (use /ct). argument-hint: "[feature-name]" user-invocable: true

New Feature Discovery — ETNA_TRADER

Objective

Conduct a comprehensive interview to fully understand and document a new trading feature using collaborative brainstorming, then create a formal specification. Trading features carry significant business and regulatory implications — challenge assumptions rigorously.

Guidelines

  • Use AskUserQuestion tool for ALL clarifications — provides interactive options for user to choose from
  • Never assume behavior: if any behavior is unclear/ambiguous (order routing logic, risk rules, regulatory constraints, error states), you MUST ask
  • Ask non-obvious, thought-provoking questions — especially about edge cases in financial workflows
  • Actively challenge assumptions; do not be a yes-bot
  • Offer alternatives, shortcuts, and "go deeper" paths
  • Continue until the feature is fully understood
  • Document everything in the specification file

Workflow

Platform Skill Gate (MANDATORY when feature touches UI/screens)

Trigger: If the feature will create or modify screens, components, grids, or styles in the ACAT frontend.

MANDATORY steps (do BEFORE writing recommendations in the discovery/spec):

  • Read .claude/rules/trading-component-patterns.md
  • Explicitly state in the discovery/spec that the rule was read and will be applied
  • Extract relevant UI/component rules and record them under a "Skill Compliance" section

Step 1: Codebase Exploration

Launch 1-3 parallel Explore agents based on feature complexity. Use Task tool in single message.

Agents:

  1. Existing feature code and patterns in frontend/ACAT/src/ and relevant backend API projects
  2. Domain models, contracts, existing repositories: src/Etna.Trading.Contracts/, DAL projects (if 2+ agents)
  3. Docs, existing tests, DB schema in db/, qa/, docs/ (if 3 agents)

Synthesize findings, then proceed to design exploration.

Step 2: External Research (Optional)

Default: skip for token efficiency.

Run only when:

  • User explicitly asks for deeper/strict discovery
  • Internal codebase context is insufficient
  • Decision depends on external constraints (regulatory, exchange protocols, financial standards)

Step 3: Design Exploration Phase

With gathered context:

  • Ask questions to refine the idea (batch related questions)
  • Propose 2-3 different approaches with trade-offs
  • Present design incrementally for validation
  • Consider ETNA_TRADER architecture constraints:
    • Which layer does this belong to? (Contracts → Services → DAL → API)
    • New service or extend existing? (IOrderService, IPositionService, etc.)
    • Backend-only, frontend-only, or full stack?
    • Database schema changes? New SSDT objects or alter existing tables?
    • EF or NHibernate for data access in this area?

Step 4: Challenge & Deep-Dive

After design exploration, run one structured challenge pass:

  • Identify assumptions and question each one
  • Suggest 2-3 alternative approaches (including a lean/shortcut path)
  • Flag potential risks, hidden costs, or complexity traps

Technical Implementation:

  • Edge cases and failure scenarios specific to trading (partial fills, market closes, order expiry)
  • Performance implications (high-frequency order flow, real-time position updates)
  • Integration points with existing services (clearing, risk engine, market data feed)
  • Security implications (account authorization, order tampering, privilege escalation)
  • Concurrency and race conditions (double-click order placement, position race on close)

Trading Domain Specifics:

  • Order lifecycle: New → Partially Filled → Filled / Cancelled / Rejected
  • Position impact: long/short, cost-basis, unrealized P&L
  • Account impact: buying power, margin, balance
  • Market data dependencies: quotes, depth, halt status
  • Regulatory / compliance considerations (e.g., pattern day trader rules, short-sale restrictions)

Business & Product:

  • Success metrics and how to measure them
  • MVP vs future scope boundaries (e.g., just Market orders first, Limit/Stop later)
  • Multi-account / multi-user implications

Step 5: Specification Writing

After design exploration and interview completion:

  1. Read template: Read docs/product-docs/templates/discovery-template.md (if exists), otherwise use standard structure below
  2. Create task directory: tasks/task-<date>-[feature-name]/
  3. Write specification with at minimum these sections:
    • Feature Summary: one-paragraph description
    • Business Context: why this feature matters, who uses it
    • Trading Domain Concepts: orders/positions/accounts/market-data involved
    • Acceptance Criteria: numbered, testable
    • Architecture Impact: layers touched, new files/projects, DB changes
    • Skill Compliance (if UI): rules from trading-component-patterns.md that apply
    • Open Questions: unresolved items needing product/business decision
    • Out of Scope: explicit exclusions to prevent scope creep
    • Risks: technical and business risks
    • Output file: discovery-[feature-name].md
  4. Present summary to user for confirmation

If design exploration reveals the feature is not viable: Document reasons in discovery-[feature-name]-rejected.md with rationale, and stop here.

Output

tasks/task-<date>-[feature-name]/discovery-[feature-name].md

From the file to a first result

The download contains exactly the content displayed on this page. This copy may differ from the latest version in the source repository.

View the source and supporting files

This download contains SKILL.md only. Any scripts, references, templates and dependencies are not included. Get the required files from the source, preserving their directory structure, before continuing.

1. Download the file

Download SKILL.md

From the root of a test project, save the file as .skill-downloads/new-feature-discovery-trading-mryiqfj2/SKILL.md, or use the command below. This folder is for inspecting the skill before installation.

Command for macOS/Linux or WSL: requires a POSIX shell and curl. On Windows without WSL, use the download button and create the folder manually.

mkdir -p '.skill-downloads/new-feature-discovery-trading-mryiqfj2' && curl --fail --show-error --location 'https://skills-guides.com/api/skills/new-feature-discovery-trading-mryiqfj2/download' --output '.skill-downloads/new-feature-discovery-trading-mryiqfj2/SKILL.md.part' && mv '.skill-downloads/new-feature-discovery-trading-mryiqfj2/SKILL.md.part' '.skill-downloads/new-feature-discovery-trading-mryiqfj2/SKILL.md'

2. Check prerequisites

Read SKILL.md before using it. If it references scripts or external services, inspect them and prepare the required access in your test environment.

No recognized prerequisites section in this file. This does not mean it is self-contained: libraries, tools and access requirements may be mentioned elsewhere in the content or source repository.

The platforms on this page are catalog indications. The paths below follow tool documentation; they do not prove this skill has been run in those tools. No minimum tool version is confirmed for this listing.

3. Load the skill

After inspection, copy the complete folder into your project using one of the commands below, then open a new tool session. The command stops if a folder with the same name already exists: compare the files before replacing it.

Claude Code
test -f '.skill-downloads/new-feature-discovery-trading-mryiqfj2/SKILL.md' && test -s '.skill-downloads/new-feature-discovery-trading-mryiqfj2/SKILL.md' && mkdir -p '.claude/skills' && test ! -e '.claude/skills/nf' && cp -R '.skill-downloads/new-feature-discovery-trading-mryiqfj2' '.claude/skills/nf'

OpenSkills

OpenSkills must already be installed. The local install/read procedure is checked with OpenSkills 1.5.0, which requires Node.js ≥ 20.6.0. Catalog slugs are not resolved automatically.

Official OpenSkills installation
openskills install './.skill-downloads/new-feature-discovery-trading-mryiqfj2'

openskills read 'new-feature-discovery-trading-mryiqfj2'

Reading should display the installed file content and its base directory. It does not run the skill or install its dependencies.

For an agent that reads AGENTS.md, then sync the index. This command changes AGENTS.md: review the diff before using it.

openskills sync

Manual method or another tool: attach SKILL.md to a conversation, or open it in an agent that can read files. Include any required supporting resources. No universal folder is recognized by every tool.

4. Try a first task

Use a short, synthetic input: an API endpoint, a small document or an interface brief. In a new conversation, attach the file or give the agent its path, then adapt this request:

Read .skill-downloads/new-feature-discovery-trading-mryiqfj2/SKILL.md and apply its instructions to this example: [describe a test input]. Identify any missing files, dependencies or access. Produce the result requested by the skill without inventing data or running unreviewed scripts.

Expected result: output matching the skill instructions, or a precise list of missing prerequisites. A read confirmation alone does not validate a first use. If an external resource is unavailable, that path remains untested.

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