Bid Proposal Compliance Assistant

The Specific Problem It Addresses

In the bidding process, the compliance of a proposal document is a critical success factor. Tender documents often span hundreds of pages with complex clauses covering qualification requirements, formatting standards, response points, sealing procedures, and deadlines. Manually reviewing each item is inefficient and prone to oversight, significantly increasing the risk of disqualification. This skill aims to automate this tedious pre-check stage.

Core Capabilities and Workflow

Built on the Shibo Tech bid-tendering data API, the skill's core workflow is as follows:

1. Data Retrieval and Parsing: It calls interfaces like SearchProjectForAI or getZTBStructreDetail to fetch tender announcements, attachment lists, and structured details for the target project. The skill intelligently parses the original tender document text.
2. Rule Extraction and Comparison: It automatically extracts compliance rules such as qualification criteria, scoring methods, procurement requirements, response checklists, and key time nodes from the parsed tender document. It then performs a point-by-point comparison against the content of the user's submitted proposal.
3. Risk Identification and Report Generation: The system highlights non-compliant items, missing materials, or potential risks in the proposal (e.g., formatting errors, missing seals, response deviations). It generates a structured review report that pinpoints issues and provides specific recommendations, such as 'supplement a required qualification certificate' or 'strengthen the response description for a certain clause'.

Applicability and Caveats

• External API Dependency: A valid environment variable BBIAO_API_KEY must be configured for operation. Data coverage depends on Shibo Tech's database; information on extremely niche or very recent tenders might have delays.
• Primarily Text-Based Rule Checking: The skill focuses on text-based compliance checks using public documents. Items requiring subjective judgment (e.g., innovation of a technical solution), involving confidential internal details, or necessitating on-site verification still require manual expert review.
• Error Handling Mechanism: In case of an API insufficient balance error (0100590006), the skill prompts the user and directs them to a package purchase page. It retries only once after user confirmation of purchase, avoiding automatic looping or handling payments.