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Ln 521 Test Researcher

Researches real-world problems, competitor solutions, and customer complaints for a feature domain. Use before test planning to ground tests in actual user pain points.

Software Engineering|v1|Updated 7/2/2026|GitHub source
MCP get_skill({ skillId: "ln-521-test-researcher-9124850a" })

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> **Paths:** File paths (`references/`, `../ln-*`) are relative to this skill directory.

## Inputs

| Input | Required | Source | Description |
|-------|----------|--------|-------------|
| `storyId` | Yes | args, git branch, kanban, user | Story to process |

**Resolution:** Story Resolution Chain.
**Status filter:** To Review

# Test Researcher

**Type:** L3 Worker

Researches real-world problems and edge cases before test planning to ensure tests cover actual user pain points, not just AC.

## Purpose & Scope
- Research common problems for the feature domain using Web Search, MCP Ref, Context7.
- Analyze how competitors solve the same problem.
- Find customer complaints and pain points from forums, StackOverflow, Reddit.
- Post structured findings as a tracker comment (`addComment`) for later test-planning steps.
- No test creation or status changes.

## When to Use

This skill should be used when:
- Use at the start of a test-planning workflow when feature-domain evidence is needed
- Story has non-trivial functionality (external APIs, file formats, authentication)
- Need to discover edge cases beyond AC

**Skip research when:**
- Story is trivial (simple CRUD, no external dependencies)
- Research comment already exists on Story
- User explicitly requests to skip

## Workflow

### Phase 1: Discovery

**MANDATORY READ:** Load `references/input_resolution_pattern.md`

1. **Resolve storyId:** Run Story Resolution Chain per guide (status filter: [To Review]).

2. Auto-discover Team ID from `docs/tasks/kanban_board.md`

### Phase 2: Extract Feature Domain

1) Fetch Story via the configured tracker provider (`getStory`)
2) Parse Story goal and AC to identify:

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#agile-workflow#code-review#testingmcp-serverweb-searchcontext7
Ln 521 Test Researcher - AgentArmory Skill — AgentArmory