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Generate GSA MAS Schedule SIN Mapping, 0.75% IFF Rate Card & PRC Compliance Package

generate_gsa_mas_offer
Read-onlyIdempotent

Map commercial labor rate cards, software/cloud SKUs, commercial discounting practices, and past project histories into a GSA Multiple Award Schedule (MAS) Large Category F (IT) eOffer or eMod package containing a Special Item Number (SIN) mapping matrix (54151S, 54151HACS, 518210C, 511210, OLM), a GSA Price Proposal Template (PPT) ceiling rate card grossed up for the 0.75% Industrial Funding Fee (Net / 0.9925) with 5-year GSAR 552.238-118 EPA escalation, GSAR 552.238-81 Price Reductions Clause (PRC) / Most Favored Customer (MFC) guardrails, CSP-1 vs. Transactional Data Reporting (TDR) pathway recommendations, and a ready-to-submit SCP-FSS-001 proposal narrative. This is a read-only, stateless, non-destructive compliance and pricing generator (requires X-RapidAPI-Key; commercial_catalog_and_lcat_rates accepts 20 to 45,000 characters and corporate_experience_and_project_context accepts 20 to 35,000 characters). Use this tool when preparing a GSA Multiple Award Schedule (MAS) eOffer, SIN addition eMod, or GSAR 552.238-81 Price Reductions Clause (PRC) / MFC audit; use generate_igce_price_to_win instead for single-RFP IGCE wrap-rate and Price-to-Win modeling, or match_key_personnel to tailor individual candidate resumes to LCAT minimums.

Input Schema

NameRequiredDescriptionDefault
submission_typeNoSubmission mode: 'New_GSA_MAS_Offer' (default, full SCP-FSS-001 eOffer package) or 'Add_SIN_or_EPA_Price_Mod' (GSA eMod SIN addition or GSAR 552.238-118 Economic Price Adjustment).New_GSA_MAS_Offer
pricing_disclosure_pathwayNoGSA MAS pricing disclosure pathway: 'CSP-1_Traditional_PRC' (traditional Commercial Sales Practices with Most Favored Customer tracking), 'TDR_Transactional_Data_Reporting' (GSAR 552.238-81 Alt I TDR exemption), or 'Auto_Recommend' (default).Auto_Recommend
commercial_catalog_and_lcat_ratesYesCommercial Price List (CPL), LCAT titles, hourly rates, minimum education/years of experience, software/SaaS SKUs, and standard commercial discounting practices (20 to 45,000 characters).
corporate_experience_and_project_contextYesPast project experience for SCP-FSS-001 Factor 4 (1-2 completed projects per target SIN), target GSA IT/Cyber SINs (`54151S`, `54151HACS`, `518210C`), and commercial customer classes (20 to 35,000 characters).

Output Schema

NameRequiredDescriptionDefault
sin_mapping_matrixNoStructured GSA MAS Special Item Number (SIN) mapping matrix (`54151S`, `54151HACS`, `518210C`, `OLM`, etc.) with Factor 4 relevant project narratives.
gsa_lcat_iff_price_listNoGSA MAS Price Proposal Template (PPT) table with minimum education/experience, CPL rate, Net rate, 0.75% IFF ceiling rate (`Net / 0.9925`), and 5-year EPA progression.
gsa_mas_readiness_scoreNoOverall GSA eOffer / eMod readiness score (0-100) under SCP-FSS-001.
iff_and_epa_pricing_summaryNoExecutive summary of the 0.75% Industrial Funding Fee (IFF) gross-up (`Net / 0.9925`), proposed GSA discount off CPL, and 5-year GSAR 552.238-118 EPA escalation.
recommended_pricing_pathwayNoRecommended GSA pricing disclosure pathway (TDR Transactional Data Reporting vs. CSP-1 Traditional Most Favored Customer) with rationale.
prc_and_mfc_compliance_guardrailsNoGSAR 552.238-81 Price Reductions Clause (PRC) and Most Favored Customer (MFC) Basis of Award guardrails and safe-harbor exemptions.
ready_to_submit_scp_fss_001_narrativeNoAuthoritative, paste-ready SCP-FSS-001 Administrative, Technical (Factor 1 Corporate Experience, Factor 2 Past Performance, Factor 3 Quality Control, Factor 4 Relevant SIN Experience), and Price Proposal narrative for GSA eOffer / eMod.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed7 schema fields changed
    • changedOutput schema / properties / gsa_lcat_iff_price_list / description
      Previous value: -"GSA Price Proposal Template (PPT) rate card with CPL, Net, 0.75% IFF ceiling rate, and 5-year EPA progression."New value: +"GSA MAS Price Proposal Template (PPT) table with minimum education/experience, CPL rate, Net rate, 0.75% IFF ceiling rate (`Net / 0.9925`), and 5-year EPA progression."
    • changedOutput schema / properties / gsa_mas_readiness_score / description
      Previous value: -"Overall GSA eOffer / eMod readiness score from 0 to 100."New value: +"Overall GSA eOffer / eMod readiness score (0-100) under SCP-FSS-001."
    • changedOutput schema / properties / iff_and_epa_pricing_summary / description
      Previous value: -"Summary of 0.75% Industrial Funding Fee (`Net / 0.9925`) calculation and 5-year EPA escalation."New value: +"Executive summary of the 0.75% Industrial Funding Fee (IFF) gross-up (`Net / 0.9925`), proposed GSA discount off CPL, and 5-year GSAR 552.238-118 EPA escalation."
    • changedOutput schema / properties / prc_and_mfc_compliance_guardrails / description
      Previous value: -"GSAR 552.238-81 Price Reductions Clause (PRC) and Most Favored Customer (MFC) safe-harbor guardrails."New value: +"GSAR 552.238-81 Price Reductions Clause (PRC) and Most Favored Customer (MFC) Basis of Award guardrails and safe-harbor exemptions."
    • changedOutput schema / properties / ready_to_submit_scp_fss_001_narrative / description
      Previous value: -"Paste-ready SCP-FSS-001 Administrative, Technical, and Price Proposal narrative for GSA eOffer / eMod."New value: +"Authoritative, paste-ready SCP-FSS-001 Administrative, Technical (Factor 1 Corporate Experience, Factor 2 Past Performance, Factor 3 Quality Control, Factor 4 Relevant SIN Experience), and Price Proposal narrative for GSA eOffer / eMod."
    • changedOutput schema / properties / recommended_pricing_pathway / description
      Previous value: -"Recommended GSA pricing disclosure regime (TDR vs. CSP-1 MFC) and rationale."New value: +"Recommended GSA pricing disclosure pathway (TDR Transactional Data Reporting vs. CSP-1 Traditional Most Favored Customer) with rationale."
    • changedOutput schema / properties / sin_mapping_matrix / description
      Previous value: -"Mapped GSA MAS SINs (`54151S`, `54151HACS`, `518210C`, `OLM`) with Factor 4 project narratives."New value: +"Structured GSA MAS Special Item Number (SIN) mapping matrix (`54151S`, `54151HACS`, `518210C`, `OLM`, etc.) with Factor 4 relevant project narratives."
  2. Added

TDQS

A4.2/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint, idempotentHint, destructiveHint=false and openWorldHint=false, and the description largely restates that ('read-only, stateless, non-destructive'), which earns no credit. It does add genuinely useful non-annotation context: an X-RapidAPI-Key is required and the two required string inputs have character bounds. However, it says nothing about latency, whether output is a generated document vs. inline text, or failure modes — notable given the tool's complexity.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

It is front-loaded with the core action and output artifacts before the constraints and alternatives, and every clause carries information. It is dense — the opening sentence stacks a long enumeration of deliverables — but no sentence is filler.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists so return values need no explanation, yet the description still enumerates deliverables, states the auth requirement, gives input size bounds, and routes to alternatives. For a complex, high-stakes compliance generator, an agent has everything needed to call it correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100% and both enum parameters are documented in the schema, so the baseline is 3. The description's parameter-related content (character limits, SIN lists, catalog contents) duplicates the schema rather than adding new semantics for submission_type or pricing_disclosure_pathway beyond what the enums already convey.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description opens with a specific verb (Map) over concrete resources (labor rate cards, SKUs, discounting practices, past projects) and names the exact output artifacts (SIN matrix, PPT ceiling rate card with 0.75% IFF gross-up, PRC guardrails, SCP-FSS-001 narrative). It explicitly distinguishes itself from generate_igce_price_to_win and match_key_personnel, so an agent can route without opening a schema.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It states the triggering scenarios directly (GSA MAS eOffer, SIN addition eMod, GSAR 552.238-81 PRC/MFC audit) and names two alternative tools with the conditions that select them. Nothing about when-to-use or when-not-to-use is left to inference.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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