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https://github.com/azaion/loader.git
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Oleksandr Bezdieniezhnykh
104 lines
5.4 KiB
Markdown
104 lines
5.4 KiB
Markdown
## Project Integration
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### Prerequisite Guardrails (BLOCKING)
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Before any research begins, verify the input context exists. **Do not proceed if guardrails fail.**
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**Project mode:**
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1. Check INPUT_DIR exists — **STOP if missing**, ask user to create it and provide problem files
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2. Check `problem.md` in INPUT_DIR exists and is non-empty — **STOP if missing**
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3. Check `restrictions.md` in INPUT_DIR exists and is non-empty — **STOP if missing**
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4. Check `acceptance_criteria.md` in INPUT_DIR exists and is non-empty — **STOP if missing**
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5. Check `input_data/` in INPUT_DIR exists and contains at least one file — **STOP if missing**
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6. Read **all** files in INPUT_DIR to ground the investigation in the project context
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7. Create OUTPUT_DIR and RESEARCH_DIR if they don't exist
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**Standalone mode:**
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1. Check INPUT_FILE exists and is non-empty — **STOP if missing**
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2. Resolve BASE_DIR: use the caller-specified directory if provided; otherwise default to `_standalone/`
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3. Resolve OUTPUT_DIR (`BASE_DIR/01_solution/`) and RESEARCH_DIR (`BASE_DIR/00_research/`)
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4. Warn if no `restrictions.md` or `acceptance_criteria.md` were provided alongside INPUT_FILE — proceed if user confirms
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5. Create BASE_DIR, OUTPUT_DIR, and RESEARCH_DIR if they don't exist
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### Mode Detection
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After guardrails pass, determine the execution mode:
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1. Scan OUTPUT_DIR for files matching `solution_draft*.md`
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2. **No matches found** → **Mode A: Initial Research**
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3. **Matches found** → **Mode B: Solution Assessment** (use the highest-numbered draft as input)
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4. **User override**: if the user explicitly says "research from scratch" or "initial research", force Mode A regardless of existing drafts
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Inform the user which mode was detected and confirm before proceeding.
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### Solution Draft Numbering
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All final output is saved as `OUTPUT_DIR/solution_draft##.md` with a 2-digit zero-padded number:
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1. Scan existing files in OUTPUT_DIR matching `solution_draft*.md`
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2. Extract the highest existing number
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3. Increment by 1
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4. Zero-pad to 2 digits (e.g., `01`, `02`, ..., `10`, `11`)
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Example: if `solution_draft01.md` through `solution_draft10.md` exist, the next output is `solution_draft11.md`.
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### Working Directory & Intermediate Artifact Management
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#### Directory Structure
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At the start of research, **must** create a working directory under RESEARCH_DIR:
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```
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RESEARCH_DIR/
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├── 00_ac_assessment.md # Mode A Phase 1 output: AC & restrictions assessment
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├── 00_question_decomposition.md # Step 0-1 output
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├── 01_source_registry.md # Step 2 output: all consulted source links
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├── 02_fact_cards.md # Step 3 output: extracted facts
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├── 03_comparison_framework.md # Step 4 output: selected framework and populated data
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├── 04_reasoning_chain.md # Step 6 output: fact → conclusion reasoning
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├── 05_validation_log.md # Step 7 output: use-case validation results
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└── raw/ # Raw source archive (optional)
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├── source_1.md
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└── source_2.md
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```
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### Save Timing & Content
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| Step | Save immediately after completion | Filename |
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|------|-----------------------------------|----------|
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| Mode A Phase 1 | AC & restrictions assessment tables | `00_ac_assessment.md` |
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| Step 0-1 | Question type classification + sub-question list | `00_question_decomposition.md` |
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| Step 2 | Each consulted source link, tier, summary | `01_source_registry.md` |
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| Step 3 | Each fact card (statement + source + confidence) | `02_fact_cards.md` |
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| Step 4 | Selected comparison framework + initial population | `03_comparison_framework.md` |
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| Step 6 | Reasoning process for each dimension | `04_reasoning_chain.md` |
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| Step 7 | Validation scenarios + results + review checklist | `05_validation_log.md` |
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| Step 8 | Complete solution draft | `OUTPUT_DIR/solution_draft##.md` |
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### Save Principles
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1. **Save immediately**: Write to the corresponding file as soon as a step is completed; don't wait until the end
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2. **Incremental updates**: Same file can be updated multiple times; append or replace new content
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3. **Preserve process**: Keep intermediate files even after their content is integrated into the final report
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4. **Enable recovery**: If research is interrupted, progress can be recovered from intermediate files
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### Output Files
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**Required files** (automatically generated through the process):
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| File | Content | When Generated |
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|------|---------|----------------|
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| `00_ac_assessment.md` | AC & restrictions assessment (Mode A only) | After Phase 1 completion |
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| `00_question_decomposition.md` | Question type, sub-question list | After Step 0-1 completion |
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| `01_source_registry.md` | All source links and summaries | Continuously updated during Step 2 |
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| `02_fact_cards.md` | Extracted facts and sources | Continuously updated during Step 3 |
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| `03_comparison_framework.md` | Selected framework and populated data | After Step 4 completion |
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| `04_reasoning_chain.md` | Fact → conclusion reasoning | After Step 6 completion |
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| `05_validation_log.md` | Use-case validation and review | After Step 7 completion |
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| `OUTPUT_DIR/solution_draft##.md` | Complete solution draft | After Step 8 completion |
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| `OUTPUT_DIR/tech_stack.md` | Tech stack evaluation and decisions | After Phase 3 (optional) |
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| `OUTPUT_DIR/security_analysis.md` | Threat model and security controls | After Phase 4 (optional) |
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**Optional files**:
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- `raw/*.md` - Raw source archives (saved when content is lengthy)
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