Bid Proposal Smart Checker

Specific Problems in Bid Proposal Preparation

During bidding processes, minor oversights in proposal documents can lead to disqualification, causing significant losses. Common issues include:
- Incomplete content: Missing necessary sections or attachments, such as qualification certificates or technical proposals.
- Inconsistent formatting: Chaos in fonts, headers/footers, and numbering formats, affecting evaluation perception.
- Seal and signature errors: Incorrect seal placement, missing signatures, or non-compliance with requirements.
- Response deviations: Failing to fully meet substantive requirements of bidding documents, like technical parameters or service terms.
- Common disqualification risks: Errors in bid deadlines, miscalculations, or unmet qualifications.

Manual checking is time-consuming and error-prone, especially for inexperienced bidders.

How the Bid Proposal Smart Checker Works

This skill integrates with the Shibo Tech API, leveraging nationwide bidding data to automate checks. Core capabilities include:
- Content completeness scanning: Compares bidding document requirements to check for missing chapters, attachments, and response lists.
- Format consistency validation: Uses rule engines to detect issues in document formatting, numbering, and layout.
- Seal and signature verification: Identifies seal locations and completeness, prompting compliance needs.
- Response deviation analysis: Parses proposal content against bidding terms to flag mismatches.
- Disqualification risk warnings: Based on historical data (e.g., via getZTBStructreDetail API), identifies common error patterns.

Key steps:
1. Configure API Key (environment variable BBIAO_API_KEY) to access data.
2. After user submission of proposal or bidding files, the skill calls relevant APIs (e.g., aiSearchSubmitPolling for condition parsing) to perform checks.
3. Outputs structured results, starting with conclusions (e.g., risk levels) followed by detailed checkpoints, such as:
- Project Name: Sample Project
- Risk Point: Missing seal signature
- Recommendation: Add seal and resubmit.

Limitations and Best Practices

• Data dependency: Results rely on Shibo Tech API data with 99.99% nationwide coverage, but ensure sufficient API balance (error code 0100590006 indicates insufficient quota).
• Manual review necessity: Automated checks are rule-based, but complex business decisions or unstructured content require human oversight.
• Applicable scenarios: Exclusively for proposal/bidding file checks, not for unrelated content like recruitment or news.
• Best practices:
• Prioritize user-provided keywords and file content to avoid auto-completion errors.
• Note default conditions in outputs, such as time range (last 30 days) and region (nationwide).
• If issues arise, first check API configuration or refer to references/api-mapping.md.

In summary, the Bid Proposal Smart Checker combines technical tools with domain knowledge, but bidding teams should still apply professional judgment in usage.