Context Anchored Fallback Report

CONTEXT_DRIFT_WARNING:
  IF tool_failures occur (read_webpage, search_web, execute_code_sandbox)
  THEN you MUST stay on the ORIGINAL task
  AND you MUST NOT switch to unrelated tasks
  AND you MUST generate output for the original goal using write_file

START: Attempting to generate document/report
  │
  ├─→ Tool #1 fails (read_webpage/search_web/read_file/execute_code_sandbox)?
  │   │
  │   ├─→ YES → Count = 1, Continue attempting
  │   │
  │   └─→ NO → Proceed normally with retrieved data
  │
  ├─→ Tool #2 fails (same or different tool)?
  │   │
  │   ├─→ YES → Count = 2, TRIGGER FALLBACK NOW
  │   │         │
  │   │         ├─→ LOCK to original task goal (write it down)
  │   │         ├─→ Stop attempting failing tools
  │   │         └─→ Generate document with write_file + embedded knowledge
  │   │
  │   └─→ NO → Continue with 1-2 more attempts max
  │
  └─→ 2+ consecutive failures without document output?
      │
      └─→ CRITICAL ERROR: You are drifting from task. STOP and apply this skill.

FALLBACK_TRIGGERS = {
    "read_file": "returns binary/image data instead of text, or file not found",
    "search_web": "returns unknown error, empty results, or rate limited",
    "read_webpage": "returns unknown error, connection timeout, or blocked access",
    "execute_code_sandbox": "fails with unknown error or timeout repeatedly",
    "any_retrieval_tool": "2+ consecutive failures on data retrieval attempts"
}

CONTEXT_ANCHOR = "[Original task goal from user request]"

CONTEXT_ANCHOR = "Create PACT Act veterans benefits document explaining claim process"

# Knowledge inventory for the task
available_knowledge = {
    "domain_frameworks": "General best practices, standard procedures",
    "structural_templates": "Professional document formats for this type",
    "actionable_guidance": "Step-by-step processes based on established patterns",
    "placeholder_markers": "Where specific data would enhance (clearly marked)"
}

# [Document Title - aligned with CONTEXT_ANCHOR]

## Executive Summary
[2-3 sentences on what this document covers, noting data source limitations if relevant]

## Background & Scope
[Context based on embedded domain knowledge]

## Core Content
[Organized sections with:
  - Clear headers (##, ###)
  - Bullet points and numbered lists
  - Tables where appropriate
  - Code blocks for technical content
]

## Data Source Notes
> **Note**: Specific data points that would typically come from [expected sources]
> were unavailable at generation time. Content reflects established practices
> in this domain.

## Actionable Recommendations
1. [Concrete step 1]
2. [Concrete step 2]
3. [Next steps for obtaining specific data if needed]

## Task Completion Status
- **Original Goal**: [CONTEXT_ANCHOR]
- **Completion Method**: Generated via write_file with embedded domain knowledge
- **Data Limitations**: [Brief note on what was unavailable]

# Execution pattern
write_file(
    path="[output_path].md",  # or .txt, .html based on task
    content=professionally_structured_markdown
)

# Verification
list_dir(path=".")  # Confirm file creation
# Optional: read_file to verify content quality

CONTEXT_CHECKLIST = [
    "✓ Output addresses ORIGINAL task goal",
    "✓ No unrelated task content included",
    "✓ Document is professionally structured",
    "✓ Limitations are transparent but not over-emphasized",
    "✓ Actionable guidance is provided",
    "✓ File was successfully created"
]

def context_anchored_fallback(original_task, failed_tools):
    """
    Generate document when tools fail, maintaining task context.
    """
    # Step 0: Anchor context
    context_anchor = original_task
    print(f"CONTEXT ANCHOR: {context_anchor}")
    
    # Step 1: Declare pivot
    limitation_note = """
    Note: External data retrieval tools experienced failures.
    This document is generated using established domain knowledge.
    """
    
    # Step 2-3: Generate structured content
    document = f"""# {original_task} - Report

## Executive Summary
{limitation_note.strip()}
This report provides guidance based on established domain knowledge.

## Core Guidance
### Key Framework
[Structured content with headers, bullets, tables]

### Process Overview
1. Step one
2. Step two
3. Step three

## Data Source Notes
> Specific data from [expected sources] was unavailable.
> Recommendations reflect established best practices.

## Action Items
1. [Actionable step 1]
2. [Actionable step 2]

## Task Status
- **Goal**: {context_anchor}
- **Status**: Completed via fallback generation
- **Limitations**: Data sources unavailable, content based on domain knowledge
"""
    
    # Step 4: Execute
    output_path = "generated_report.md"
    write_file(path=output_path, content=document)
    
    # Step 5: Verify
    files = list_dir(path=".")
    assert output_path in [f['name'] for f in files]
    
    return f"Task completed: {context_anchor}"