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autopilot/.cursor/skills/research/references/usage-examples.md
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# Usage Examples — Reference
## Example 1: Initial Research (Mode A)
```
User: Research this problem and find the best solution
```
Execution flow:
1. Context resolution: no explicit file -> project mode (INPUT_DIR=`_docs/00_problem/`, OUTPUT_DIR=`_docs/01_solution/`)
2. Guardrails: verify INPUT_DIR exists with required files
3. Mode detection: no `solution_draft*.md` -> Mode A
4. Phase 1: Assess acceptance criteria and restrictions, ask user about unclear parts
5. BLOCKING: present AC assessment, wait for user confirmation
6. Phase 2: Full 8-step research — competitors, components, state-of-the-art solutions
7. Output: `OUTPUT_DIR/solution_draft01.md`
8. (Optional) Phase 3: Tech stack consolidation -> `tech_stack.md`
9. (Optional) Phase 4: Security deep dive -> `security_analysis.md`
## Example 2: Solution Assessment (Mode B)
```
User: Assess the current solution draft
```
Execution flow:
1. Context resolution: no explicit file -> project mode
2. Guardrails: verify INPUT_DIR exists
3. Mode detection: `solution_draft03.md` found in OUTPUT_DIR -> Mode B, read it as input
4. Full 8-step research — weak points, security, performance, solutions
5. Output: `OUTPUT_DIR/solution_draft04.md` with findings table + revised draft
## Example 3: Standalone Research
```
User: /research @my_problem.md
```
Execution flow:
1. Context resolution: explicit file -> standalone mode (INPUT_FILE=`my_problem.md`, OUTPUT_DIR=`_standalone/my_problem/01_solution/`)
2. Guardrails: verify INPUT_FILE exists and is non-empty, warn about missing restrictions/AC
3. Mode detection + full research flow as in Example 1, scoped to standalone paths
4. Output: `_standalone/my_problem/01_solution/solution_draft01.md`
5. Move `my_problem.md` into `_standalone/my_problem/`
## Example 4: Force Initial Research (Override)
```
User: Research from scratch, ignore existing drafts
```
Execution flow:
1. Context resolution: no explicit file -> project mode
2. Mode detection: drafts exist, but user explicitly requested initial research -> Mode A
3. Phase 1 + Phase 2 as in Example 1
4. Output: `OUTPUT_DIR/solution_draft##.md` (incremented from highest existing)