OpenSpace regulatory-research-fallback
Fallback workflow for regulatory research when web extraction tools fail on government PDFs
install
source · Clone the upstream repo
git clone https://github.com/HKUDS/OpenSpace
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/HKUDS/OpenSpace "$T" && mkdir -p ~/.claude/skills && cp -r "$T/gdpval_bench/skills/regulatory-research-fallback" ~/.claude/skills/hkuds-openspace-regulatory-research-fallback && rm -rf "$T"
manifest:
gdpval_bench/skills/regulatory-research-fallback/SKILL.mdsource content
Regulatory Research Fallback Workflow
This skill provides a systematic approach to gathering regulatory/compliance information when primary web extraction tools fail on government or regulatory website URLs.
When to Use This Skill
returns "unknown error" on .gov or regulatory PDF URLsread_webpage
fails to retrieve current regulatory informationsearch_web- You need to create compliance checklists or regulatory documentation
- Primary sources are inaccessible but the task must be completed
Step-by-Step Procedure
Step 1: Attempt Primary Source Extraction
First, try standard web extraction tools:
1. Use read_webpage on the regulatory URL 2. Use search_web for supplementary regulatory information 3. Document which tools failed and with what errors
Step 2: Activate Fallback - Shell Agent Research
When primary tools fail, delegate to shell_agent for secondary research:
Task: "Research [TOPIC] compliance requirements using available system tools. Gather information from alternative sources including: - State/federal regulatory summaries - Industry compliance guides - Professional association resources Focus on actionable checklist items for [SPECIFIC REQUIREMENT]"
Example shell_agent task for pharmacy compliance:
"Research pharmacy compliance requirements for [state]. Gather information about licensing, storage, dispensing, and documentation requirements from available sources. Create structured notes on mandatory compliance areas."
Step 3: Apply Domain Knowledge
When sources remain inaccessible, use established domain knowledge:
For pharmacy compliance, standard areas include: - Licensing and registration requirements - Controlled substance handling - Prescription record-keeping - Storage and security protocols - Patient counseling requirements - Continuing education obligations
Step 4: Create Documentation with Confidence Levels
Structure output with clear sourcing transparency:
## [Requirement Area] **Status**: Based on standard regulatory framework (primary sources inaccessible) **Key Requirements**: - [Item 1] - Standard industry requirement - [Item 2] - Common regulatory expectation - [Item 3] - Best practice guideline **Note**: Verify with [specific agency] for jurisdiction-specific requirements
Step 5: Flag Verification Needs
Always include disclaimers when using fallback approach:
⚠️ **Verification Required**: This checklist was created using secondary sources due to primary regulatory website inaccessibility. Please verify all requirements with the official [Agency Name] before implementation.
Key Principles
- Persevere through failures - Tool errors don't mean task failure
- Layer your research - Try multiple approaches before concluding information is unavailable
- Be transparent - Clearly mark when information comes from secondary sources
- Provide value anyway - A best-effort checklist is better than no guidance
- Flag verification needs - Help users understand what needs official confirmation
Example Output Structure
# [Compliance Area] Checklist ## Source Transparency This document was created using secondary research methods due to inaccessibility of primary regulatory sources. All items should be verified with official authorities. ## Core Requirements [Checklist items based on standard regulatory framework] ## Verification Steps [List of specific items requiring official confirmation] ## Recommended Next Actions 1. Contact [Agency] for current requirements 2. Review [Official Publication] when accessible 3. Consult with [Professional Association] for updates
Applicable Domains
This workflow applies to:
- Pharmacy/healthcare compliance
- Financial regulatory requirements
- Environmental compliance
- Building codes and permits
- Employment law requirements
- Any jurisdiction-specific regulatory research