Files
Oleksandr Bezdieniezhnykh d96971b050 Update .gitignore to include .env and .DS_Store files
Add .cursor autodevelopment system
2026-03-25 17:41:10 +02:00

5.4 KiB

Project Integration

Prerequisite Guardrails (BLOCKING)

Before any research begins, verify the input context exists. Do not proceed if guardrails fail.

Project mode:

  1. Check INPUT_DIR exists — STOP if missing, ask user to create it and provide problem files
  2. Check problem.md in INPUT_DIR exists and is non-empty — STOP if missing
  3. Check restrictions.md in INPUT_DIR exists and is non-empty — STOP if missing
  4. Check acceptance_criteria.md in INPUT_DIR exists and is non-empty — STOP if missing
  5. Check input_data/ in INPUT_DIR exists and contains at least one file — STOP if missing
  6. Read all files in INPUT_DIR to ground the investigation in the project context
  7. Create OUTPUT_DIR and RESEARCH_DIR if they don't exist

Standalone mode:

  1. Check INPUT_FILE exists and is non-empty — STOP if missing
  2. Resolve BASE_DIR: use the caller-specified directory if provided; otherwise default to _standalone/
  3. Resolve OUTPUT_DIR (BASE_DIR/01_solution/) and RESEARCH_DIR (BASE_DIR/00_research/)
  4. Warn if no restrictions.md or acceptance_criteria.md were provided alongside INPUT_FILE — proceed if user confirms
  5. Create BASE_DIR, OUTPUT_DIR, and RESEARCH_DIR if they don't exist

Mode Detection

After guardrails pass, determine the execution mode:

  1. Scan OUTPUT_DIR for files matching solution_draft*.md
  2. No matches foundMode A: Initial Research
  3. Matches foundMode B: Solution Assessment (use the highest-numbered draft as input)
  4. User override: if the user explicitly says "research from scratch" or "initial research", force Mode A regardless of existing drafts

Inform the user which mode was detected and confirm before proceeding.

Solution Draft Numbering

All final output is saved as OUTPUT_DIR/solution_draft##.md with a 2-digit zero-padded number:

  1. Scan existing files in OUTPUT_DIR matching solution_draft*.md
  2. Extract the highest existing number
  3. Increment by 1
  4. Zero-pad to 2 digits (e.g., 01, 02, ..., 10, 11)

Example: if solution_draft01.md through solution_draft10.md exist, the next output is solution_draft11.md.

Working Directory & Intermediate Artifact Management

Directory Structure

At the start of research, must create a working directory under RESEARCH_DIR:

RESEARCH_DIR/
├── 00_ac_assessment.md            # Mode A Phase 1 output: AC & restrictions assessment
├── 00_question_decomposition.md   # Step 0-1 output
├── 01_source_registry.md          # Step 2 output: all consulted source links
├── 02_fact_cards.md               # Step 3 output: extracted facts
├── 03_comparison_framework.md     # Step 4 output: selected framework and populated data
├── 04_reasoning_chain.md          # Step 6 output: fact → conclusion reasoning
├── 05_validation_log.md           # Step 7 output: use-case validation results
└── raw/                           # Raw source archive (optional)
    ├── source_1.md
    └── source_2.md

Save Timing & Content

Step Save immediately after completion Filename
Mode A Phase 1 AC & restrictions assessment tables 00_ac_assessment.md
Step 0-1 Question type classification + sub-question list 00_question_decomposition.md
Step 2 Each consulted source link, tier, summary 01_source_registry.md
Step 3 Each fact card (statement + source + confidence) 02_fact_cards.md
Step 4 Selected comparison framework + initial population 03_comparison_framework.md
Step 6 Reasoning process for each dimension 04_reasoning_chain.md
Step 7 Validation scenarios + results + review checklist 05_validation_log.md
Step 8 Complete solution draft OUTPUT_DIR/solution_draft##.md

Save Principles

  1. Save immediately: Write to the corresponding file as soon as a step is completed; don't wait until the end
  2. Incremental updates: Same file can be updated multiple times; append or replace new content
  3. Preserve process: Keep intermediate files even after their content is integrated into the final report
  4. Enable recovery: If research is interrupted, progress can be recovered from intermediate files

Output Files

Required files (automatically generated through the process):

File Content When Generated
00_ac_assessment.md AC & restrictions assessment (Mode A only) After Phase 1 completion
00_question_decomposition.md Question type, sub-question list After Step 0-1 completion
01_source_registry.md All source links and summaries Continuously updated during Step 2
02_fact_cards.md Extracted facts and sources Continuously updated during Step 3
03_comparison_framework.md Selected framework and populated data After Step 4 completion
04_reasoning_chain.md Fact → conclusion reasoning After Step 6 completion
05_validation_log.md Use-case validation and review After Step 7 completion
OUTPUT_DIR/solution_draft##.md Complete solution draft After Step 8 completion
OUTPUT_DIR/tech_stack.md Tech stack evaluation and decisions After Phase 3 (optional)
OUTPUT_DIR/security_analysis.md Threat model and security controls After Phase 4 (optional)

Optional files:

  • raw/*.md - Raw source archives (saved when content is lengthy)