rfp compliance matrix builder

    1

    Converts RFPs into traceable compliance matrices with automated gap analysis and evidence mapping.

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    Claude CodeClaude CodeCursorCursorCodex CLICodex CLIMuseMuseDotsDots+21 more

    rfp compliance matrix builder

    Example session with this skill installed

    Review the attached RFP text and company_facts.yaml. Build a compliance matrix, flag any SLA conflicts, and suggest a response priority plan.

    • Read your context and instructions
    • Compiled the rfp compliance matrix

    I have analyzed the RFP against your approved company facts. I atomized 14 discrete obligations, identified one high-risk SLA conflict regarding uptime, and mapped 9 requirements to existing evidence.

    RFP Compliance Analysis

    Source IDObligation / Requirement TextTypeMandatoryResponse ActionEvidence IDAccuracy ScoreFlagsStatusPriority
    RFP-1.1Provide SOC2 Type II report for the current year.certificationMUSTprovideEV-SEC-01full-readyTier 1
    RFP-2.4System must support OAuth2 and SAML 2.0.capabilityMUSTprovideEV-FEAT-09partialpartialpendingTier 2
    RFP-5.2Guarantee 99.99% monthly uptime.slaMUSTclarifyEV-OPS-04noneconflictblockedTier 4
    RFP-6.1Describe implementation timeline (max 90 days).questionSHOULDprovideEV-OPS-12full-readyTier 1

    Flagged Items Summary

    • Partial: RFP-2.4 (Facts confirm SAML 2.0 support, but OAuth2 support is not explicitly stated in the facts file).
    • Conflict: RFP-5.2 (RFP requires 99.99% uptime; company facts EV-OPS-04 strictly limits guarantees to 99.95%).

    Review Required: RFP-5.2 (Requires Solution Architecture review to determine if 99.99% is technically achievable for this specific bid).

    Clarification Sheet

    Source IDProposed QuestionSuggested AnswerJustification
    RFP-5.2"Our standard enterprise SLA provides 99.95% uptime. Will the agency accept this in lieu of 99.99%?""Confirm 99.95% uptime."Direct conflict with approved operational facts.

    Response Priority Plan

    • Tier 1 (Quick Wins): RFP-1.1, RFP-6.1 (Full evidence available).
    • Tier 2 (Complex): RFP-2.4 (Requires verification of OAuth2 roadmap).
    • Tier 4 (Blocked): RFP-5.2 (SLA conflict must be resolved before drafting).

    Next steps

    1. Send the Clarification Sheet to the Procurement Officer regarding the uptime requirement.
    2. Verify OAuth2 support with the engineering team to move RFP-2.4 to "ready".
    3. Assign the Tier 1 items to the lead writer for immediate drafting.

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    About this skill

    The problem

    Manual RFP analysis is prone to human error, missed requirements, and accidental misrepresentation of company capabilities. Teams struggle to track every sub-clause against verified evidence, leading to high-risk bids or costly compliance failures.

    What it does

    • Atomizes raw RFP documents into discrete, testable obligations with unique source IDs.
    • Cross-references every requirement against a "single source of truth" company facts file.
    • Categorizes obligations by type (SLA, pricing, certification) and mandatory status.
    • Performs gap analysis to identify missing evidence, partial matches, and direct conflicts.
    • Generates a prioritized response plan and a formal clarification sheet for ambiguous items.

    Frameworks & tools

    Accepts RFP text and structured fact files in Markdown, YAML, JSON, or CSV formats.

    Why this beats prompting it yourself

    Basic prompting often leads to LLM "hallucinations" where the AI invents capabilities to please the user. This skill enforces a strict no-invention policy, requiring every claim to be mapped to a specific Evidence ID, ensuring 100% auditability and risk mitigation.

    Use cases

    • Building a traceability matrix for complex government or enterprise tenders.
    • Identifying service level agreement (SLA) gaps before legal review.
    • Automating the first pass of an RFP to filter for go/no-go decisions.
    • Drafting neutral clarification questions for ambiguous technical requirements.

    Known limitations

    Requires a pre-existing, structured company facts file to serve as the source of truth. Cannot perform visual analysis of diagrams or complex pricing tables within PDF images.

    Requires a structured company facts file (MD, YAML, JSON, or CSV). Does not process images or complex diagrams.

    How to use

    1. 1

      Connect your agent to the Agensi MCP

      Copy the prompt and paste it into Claude, ChatGPT, Cursor or any agent that supports MCP. It sets up the connection for you. Manual setup

    2. 2

      Sign in to Agensi

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    3. 3

      Ask for what you need

      Your agent loads this skill and uses it on your task. It always asks before any payment.

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    Listed2 months ago

    What's inside

    Frequently Asked Questions

    This skill atomizes complex RFP documents into discrete, testable obligations and cross-references them against your company’s internal data to identify gaps and map evidence automatically.

    The skill requires a structured "Source of Truth" file (in Markdown, YAML, JSON, or CSV) containing your company’s verified capabilities and facts to ensure all compliance claims are grounded in reality.

    Unlike standard AI prompts that may 'hallucinate' capabilities, this skill enforces a strict no-invention policy, requiring every requirement to be mapped to a specific Evidence ID for 100% auditability.

    The current version excels at processing text-based RFPs and structured data, though it cannot currently analyze visual diagrams or extract data from complex pricing tables embedded as images in PDFs.

    You will receive the full skill logic, a template for your company facts file, and documentation on how to integrate the output into your existing bid management workflow.

    This skill is designed to be compatible with any AI agent platform that supports structured file processing and multi-step reasoning workflows.

    New in Business & Operations