1102tools

Query the USASpending.gov REST API for federal contract and award data. Use this skill whenever the user asks about federal spending data, contract descriptions, award details, transaction histories, vendor/recipient lookups, obligation amounts, agency spending breakdowns, PSC/NAICS code lookups, or any procurement research that involves USASpending, FPDS, or FAADC data. Also trigger when the user needs to enrich internal contract data (PRISM, FPDS, ALP, Contract Court) with base award descriptions, transaction histories, or award metadata. Trigger for any mention of USASpending, FPDS, federal awards, PIIDs, FAINs, award IDs, or federal spending analysis. This skill is essential for daily contract portfolio management, description enrichment, and procurement intelligence work.

Build IGCEs for Cost-Reimbursement (CPFF/CPAF/CPIF) federal contracts using layered cost pool buildup with fee structure analysis. Orchestrates BLS OEWS, GSA CALC+, and GSA Per Diem skills. Supports SOW/PWS decomposition into labor categories and rate validation against CALC+ market data. Trigger for: cost reimbursement IGCE, CPFF estimate, CPAF estimate, CPIF estimate, cost-plus estimate, BAA cost estimate, CR IGCE, cost reimbursement cost estimate, fixed fee estimate, award fee estimate, incentive fee estimate, fee structure analysis. Also trigger for cost pool buildup, fee rate analysis, share ratio, or CR scenario analysis. Do NOT use for FFP contracts or wrap rate buildup (use IGCE Builder FFP). Do NOT use for Labor Hour or T&M (use IGCE Builder LH/T&M). Do NOT use for grant budgets under 2 CFR 200 (use Grant Budget Builder). Requires BLS OEWS API, GSA CALC+ Ceiling Rates API, and GSA Per Diem Rates API skills.

Build IGCEs for Firm-Fixed-Price (FFP) federal contracts using structured wrap rate buildup (fringe, overhead, G&A, profit). Orchestrates BLS OEWS, GSA CALC+, and GSA Per Diem skills. Supports FFP-by-period and FFP-by-deliverable pricing structures, SOW/PWS decomposition into labor categories, and rate validation against CALC+ market data. Trigger for: FFP IGCE, firm fixed price estimate, firm fixed price cost estimate, wrap rate, wrap rate buildup, cost buildup, FFP cost model, build an FFP IGCE, price this FFP contract, fixed price estimate, FFP from this SOW. Also trigger for wrap rate analysis, implied multiplier, FFP scenario analysis, or FFP rate comparison. Do NOT use for Labor Hour, T&M, or cost-reimbursement IGCEs (use IGCE Builder LH/T&M or IGCE Builder CR). Do NOT use for grant budgets (use Grant Budget Builder). Requires BLS OEWS API, GSA CALC+ Ceiling Rates API, and GSA Per Diem Rates API skills.

Build IGCEs for Labor Hour (LH) and Time-and-Materials (T&M) federal contracts using burden multiplier pricing. Orchestrates BLS OEWS, GSA CALC+, and GSA Per Diem skills. T&M adds materials estimation at cost (FAR 16.601(b)). Supports SOW/PWS decomposition into labor categories and rate validation against CALC+ market data. Trigger for: IGCE, independent government cost estimate, cost estimate, price estimate, labor hour IGCE, LH IGCE, T&M IGCE, time and materials estimate, build an IGCE, estimate costs for, how much should this contract cost, burden multiplier, burdened rate, IGCE with travel, IGCE with materials. Also trigger for pricing requirements, burdened rates, CALC+ rate comparison, or materials estimation for T&M. Do NOT use for FFP contracts or wrap rate buildup (use IGCE Builder FFP). Do NOT use for cost-reimbursement CPFF/CPAF/CPIF (use IGCE Builder CR). Do NOT use for grant budgets (use Grant Budget Builder). Requires BLS OEWS API, GSA CALC+ Ceiling Rates API, and GSA Per Diem Rates API skills.

Build should-cost estimates and price reasonableness analyses for Other Transaction (OT) agreements under 10 USC 4021/4022. Produces milestone- based cost analysis workbooks with cost-sharing breakdowns, per-milestone funding profiles, and price reasonableness memos. Orchestrates BLS OEWS, GSA CALC+, and GSA Per Diem skills for labor benchmarking. Trigger for: OT cost analysis, OTA cost estimate, OT price reasonableness, prototype cost estimate, OT should-cost, OT milestone pricing, OT cost-sharing analysis, OT funding profile, prototype IGCE, 10 USC 4021 cost analysis, milestone payment schedule, build an OT cost analysis. Also trigger when user has an OT project description and needs cost analysis or a performer proposed price needing reasonableness assessment. Do NOT use for FAR IGCEs (use IGCE Builder FFP, LH/T&M, or CR), OT project descriptions (use OT Project Description Builder), or grant budgets (use Grant Budget Builder).

Build milestone-based project descriptions for Other Transaction (OT) agreements under 10 USC 4021/4022. Produces the agreement attachment that replaces a SOW/PWS in OT prototype and production follow-on contexts. Structures work around TRL progression phases (design, build, test, demonstrate) with milestone payment schedules tied to technical deliverables. Trigger for: OT project description, OTA project description, other transaction agreement, prototype agreement, OT scope, 10 USC 4021, 10 USC 4022, prototype OT, production follow-on OT, TRL-based project description, milestone-based scope, write an OT project description. Also trigger when user needs a project description before an OT cost analysis or has a BAA white paper/SOO to develop. Never contains cost estimates, funding profiles, or cost-sharing calculations. Do NOT use for SOW/PWS (use sow-pws-builder), OT cost analysis (use OT Cost Analysis), or FAR Part 15 requirements.

Reference file for the SAM.gov API skill. Do not trigger directly. Contains entity section schemas, exclusion response fields, contract awards response schema, opportunity set-aside codes, business type codes, composite workflows, and troubleshooting. Loaded on demand by the main sam-gov-api skill.

Query SAM.gov REST APIs for entity registration, exclusion/debarment records, contract opportunities, and contract awards (FPDS replacement). Entity Management v3: UEI/CAGE lookups, registration status, business types, NAICS/PSC, reps and certs. Exclusions v4: debarment/suspension checks. Opportunities v2: solicitations, sources sought, award notices. Contract Awards v1: award search, PIID lookup, modification history, vendor awards. Trigger on: SAM.gov, UEI, CAGE code, entity registration, debarment, suspension, excluded parties, exclusion check, responsibility determination, contract opportunities, solicitations, sources sought, contract awards, FPDS, PIID lookup, award search, award history, modification history, vendor award profile, vendor due diligence, entity validation, pre-award checks.

Build Statements of Work (SOW) or Performance Work Statements (PWS) for federal contracts through a structured scope decision workflow that produces a contract-file-ready .docx and a separate chat-only staffing handoff table for the IGCE Builder. Use this skill whenever the user asks to write a SOW, PWS, statement of work, performance work statement, convert a SOO to a SOW/PWS, develop requirements, define contract scope, build a work statement, or draft requirement language. Also trigger when the user says they need a SOW/PWS before building an IGCE, when they have a SOO and need to develop it into executable requirements, or when they need to reduce scope to fit a budget. The SOW/PWS document NEVER contains staffing tables, FTE counts, labor category counts, or IGCE-related content; that data lives in a separate chat-output handoff for the IGCE Builder skills (FFP, LH/T&M, CR). Do NOT use for IGCEs themselves (use IGCE Builder skills). Do NOT use for market research reports.

Query the BLS Occupational Employment and Wage Statistics (OEWS) API for market wage data by occupation, geography, and industry. Trigger for any mention of BLS, Bureau of Labor Statistics, OEWS, OES, occupational wages, market wages, salary data, wage percentiles, median wage, mean wage, labor market rates, SOC codes, or geographic wage differentials. Also trigger when the user needs to compare wages across metro areas, benchmark contractor labor rates against market data, support IGCE development with market wage research, or validate price proposals against BLS data. Complements the GSA CALC+ skill (ceiling rates from awarded contracts) by providing independent market wage data from employer surveys. Together they form a complete pricing toolkit - BLS OEWS for what the market pays, CALC+ for what GSA contractors charge.

Query the GSA CALC+ Labor Ceiling Rates API for awarded GSA MAS schedule hourly rates. Use this skill whenever the user asks about GSA labor rates, MAS ceiling prices, IGCE development, price reasonableness analysis, labor category comparisons, GSA schedule pricing, or market research for professional services acquisitions. Trigger for any mention of CALC, CALC+, ceiling rates, GSA rates, MAS rates, labor categories, GSA pricing, schedule pricing, IGCE support, price analysis, or rate benchmarking. Also trigger when the user needs to compare vendor pricing, look up rates by education/experience level, find rates for a specific SIN, or support price negotiations for task orders under GSA MAS contracts. This skill is essential for IGCEs, price reasonableness determinations, market research memos, and competitive range analysis.

Query the GSA Per Diem Rates API for federal travel lodging and M&IE (meals and incidental expenses) rates by city, state, ZIP code, or fiscal year. Trigger for any mention of per diem, lodging rates, M&IE, travel costs, travel CLINs, travel IGCE, contractor travel estimates, first/last day of travel, meal rates, incidental expenses, or GSA travel rates. Also trigger when the user needs to estimate travel costs for a proposal, build an IGCE with a travel component, evaluate contractor travel costs in a price proposal, compare per diem rates across locations, or look up seasonal lodging rate variations. Complements the BLS OEWS skill (labor wages), CALC+ skill (ceiling rates), and USASpending skill (award data) to cover the three biggest cost elements in professional services IGCEs.

Query the ClinicalTrials.gov REST API v2 for clinical study data. Covers searching trials by condition, intervention, sponsor, location, and status; retrieving full study details by NCT ID; filtering by phase, study type, and date ranges. Trigger for any mention of clinical trials, ClinicalTrials.gov, NCT numbers, trial status, recruiting studies, clinical study data, trial phases, trial sponsors, interventional studies, observational studies, trial enrollment, eligibility criteria, trial results, or drug pipeline research. Also trigger when the user needs to find active trials for a condition, identify a sponsor's trial portfolio, look up a specific NCT study, compare trial designs, assess competitive pipelines, or support regulatory review with trial data. This skill serves scientists, reviewers, program staff, and anyone who works with clinical research data at FDA or in the broader biomedical community.

Query the DailyMed REST API for FDA-approved drug labeling (SPL), drug names, RXCUI mappings, UNII ingredient identifiers, drug classes, NDC packaging, and label version history. Trigger for any mention of DailyMed, drug labeling, prescribing information, SPL, structured product labeling, package insert, drug label lookup, RXCUI, UNII, drug class, NDC packaging, labeling history, labeling version, medication guide, boxed warning text, or FDA-approved labeling. Also trigger when the user needs to find which products contain a specific ingredient, look up a drug's NDC codes, check label revision history, identify drug classes for a product, or retrieve images associated with drug packaging. Complements the openFDA skill (adverse events, recalls) by providing the official labeling text that openFDA does not carry in full.

Reference file for the openFDA API skill. Do not trigger directly. Contains endpoint field details, composite workflows, pagination, response schemas, and troubleshooting. Loaded on demand by the main openfda-api skill.

Query the openFDA REST API (api.fda.gov) for public FDA data on drugs, devices, food, and tobacco. Covers 17 endpoints including drug adverse events (FAERS), drug labeling, Drugs@FDA approvals, NDC directory, device adverse events (MAUDE), 510(k) clearances, PMA approvals, device classification, UDI/GUDID, recall enforcement reports, food adverse events (CAERS), tobacco problems, NSDE, and substance data. Trigger for any mention of openFDA, FAERS, MAUDE, CAERS, adverse events, drug reactions, recall data, 510(k), PMA, NDC, UDI, drug labeling, safety signals, or FDA product data. Also trigger for pharmacovigilance, post-market surveillance, adverse event profiling, predicate device research, or recall intelligence across any FDA-regulated product category.

Query the PubChem PUG-REST API for chemical compound data including molecular properties, structures, synonyms, safety/hazard data, bioassay results, and cross-references. Trigger for any mention of PubChem, CID, chemical compound lookup, molecular formula, molecular weight, SMILES, InChI, InChIKey, chemical structure, compound properties, chemical safety, GHS hazards, bioassay, compound similarity, substructure search, CAS number lookup, XLogP, TPSA, hydrogen bond donors/acceptors, drug-likeness, Lipinski rules, or toxicology data. Also trigger when the user needs to identify a compound by name or structure, compare molecular properties, find structurally similar compounds, look up safety data for a chemical, or cross-reference compound identifiers across databases. This skill serves toxicologists, chemists, reviewers, and anyone evaluating compound safety profiles or chemical data at FDA.

Query PubMed and NCBI databases via E-utilities for biomedical literature searches, article summaries, abstracts, citation metadata, and related articles. Trigger for any mention of PubMed, NCBI, literature search, biomedical literature, PMID, PubMed Central, PMC, MeSH terms, clinical evidence, systematic review search, journal articles, citations, or publication lookup. Also trigger when the user needs to find recent publications on a drug or condition, look up a specific PMID, retrieve an abstract, find related articles, search by author or MeSH heading, or support evidence-based review with literature data. This skill serves scientists, reviewers, and anyone who needs programmatic access to the biomedical literature as part of regulatory review, research, or evidence synthesis.

Query the RxNorm REST API for normalized drug naming, NDC-to-RXCUI mapping, brand/generic/ingredient relationships, drug class lookups, spelling suggestions, and cross-system drug nomenclature reconciliation. Trigger for any mention of RxNorm, RXCUI, NDC mapping, drug naming, brand to generic, ingredient lookup, drug term types, TTY, SBD, SCD, prescribable names, drug nomenclature, or cross-referencing drug identifiers. Also trigger when the user needs to map an NDC to a drug name, find the generic equivalent of a brand drug, identify all dosage forms for an ingredient, look up drug classes by EPC, or reconcile drug identifiers across systems. Complements the DailyMed skill (labeling) and openFDA skill (adverse events, approvals) by providing the standard terminology layer that connects them.