What is the CLEATUS Prompt Library?

The Prompt Library is a built-in feature that lets government contractors create, organize, and share reusable AI prompt templates. Each template can include attached documents from your Document Hub, variable placeholders that adapt to each pursuit, and lifecycle-based categorization (Capture, Pricing, Compliance, etc.). Templates are accessible from every AI chat interface on the platform.

How is the Prompt Library different from saving prompts in ChatGPT or Teams?

Three fundamental differences: context, structure, and shareability. Prompts saved in ChatGPT or Teams are just text — they have no connection to your company documents, your solicitation data, or your team. The Prompt Library attaches supporting documents directly to each template, organizes prompts around the GovCon lifecycle, and lets you share templates across your entire organization with one click. The AI uses the attached context when executing the prompt, so output is grounded in your actual data.

Can I use the Prompt Library with documents I've already uploaded to CLEATUS?

Yes. The Prompt Library integrates directly with the Document Hub. You can attach any document — capability statements, past performance narratives, CPARS reports, resumes, pricing models — to a prompt template. You can also use @ mentions to reference specific documents inline within the prompt content. When the prompt runs, the AI has access to all attached and referenced documents.

How do prompt variables work?

Variables are placeholder fields you define in a prompt template using double curly braces — for example, {{opportunity_title}}, {{solicitation_number}}, or {{agency_name}}. When someone uses the prompt, they fill in the variable values and the template adapts. This lets you create one prompt framework that works across multiple pursuits without rewriting the core instructions each time.

Can I share prompts with my team?

Yes. Any prompt can be shared across your organization with one click. Shared prompts appear in every team member's library and are searchable, favoritable, and immediately usable. This is how teams build institutional knowledge — one person's tested template becomes everyone's starting point.

Where can I access the Prompt Library?

The Prompt Library is integrated directly into every AI chat interface across the platform — contract search, pursuit workspaces, the AI Proposal Suite, and the GovCon Copilot. One click from the chat input opens your full library, favorites, and recent prompts. It's not in a separate settings page — it's right where you work.

Do I need to write my own prompts from scratch?

You can, but you don't have to start from zero. CLEATUS includes pre-built prompt templates for common GovCon tasks, and many teams build their initial library by migrating prompts they already use from other tools. You can also duplicate and customize shared prompts from teammates. Over time, your library grows organically as your team refines templates through actual use.

The Prompt Library: How CLEATUS Turns Your Best GovCon Prompts Into a Reusable Team Asset

In January 2025, CLEATUS shipped the first version of the Prompt Library — a purpose-built system for government contractors to create, organize, and reuse AI prompt templates across their entire capture and proposal workflow. Since then, we've shipped continuous updates: document attachments, variable placeholders, inline file references, custom categories, team sharing, and deep integration into every AI surface on the platform. Over a year later, every GovCon AI platform now has their own version. Here's what the Prompt Library does today, how we got here, and what we're building next.

TL;DR

Most GovCon teams are already using AI prompts. The problem isn't that they don't have prompts — it's that those prompts live in Teams channels, Slack threads, personal bookmarks, and individual ChatGPT histories where they can't be standardized, shared, or connected to actual contract data.
The Prompt Library is organized around the GovCon lifecycle — Capture, BD & Pipeline, Solutioning/Technical, Compliance, Pricing, Bid/No-Bid, Market Intel, Back Office — with fully customizable categories your team can create and tailor.
Prompts are context-aware, not just text. Each template can have documents from your Document Hub attached directly — capability statements, past performance databases, CPARS reports. The AI has the context it needs before you type a word.
Variables and attached files make prompts adaptable. Insert placeholders like {{opportunity_title}} or {{solicitation_number}} that change per pursuit, and attach files — pricing sheets, Pwin rubrics, rate cards, resumes — that automatically load every time the prompt runs.
Sharing is one click. Your best proposal writer's Executive Summary template? Now everyone on the team has it. Favorites and recents surface directly in the AI chat input across the entire platform.
CLEATUS launched the Prompt Library in January 2025 and has been shipping updates continuously since — document attachments, variable support, @ mentions, custom categories, team sharing, and platform-wide integration. Every GovCon AI platform now has their own version. We're well past ours.

Build Your Team's Prompt Library

Save, organize, and share your best GovCon prompts — with documents attached, variables built in, and one-click access from every AI chat on the platform.

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The Workflow That Isn't a Workflow

Here's the pattern we kept seeing across hundreds of GovCon teams before we built the Prompt Library.

Someone on the BD team discovers that a carefully crafted prompt — maybe a Bid/No-Bid evaluation framework, a Technical Approach section writer, or a competitive intelligence query — produces consistently strong output from AI. It works. It saves time. It's genuinely valuable.

So they save it. In a SharePoint folder. Or a Teams channel. Or a pinned Slack message. Or the bookmarked "Custom Instructions" field in ChatGPT. Maybe they share it in a team standup. Maybe they email it around. Maybe it just lives in their head, and when they leave the company, the prompt leaves with them.

We published 10 AI Prompts to Decode Any Government Solicitation and watched exactly this happen. Thousands of contractors saved those prompts — and most of them ended up in the same fragmented places. A separate post, Stop Prompt Engineering, Start Winning Contracts, made the broader argument: the problem with prompt-based workflows isn't the prompts themselves, it's that the infrastructure around them is held together with copy-paste.

That's not a workflow. That's a workaround. And workarounds don't scale. (For what an actual workflow looks like — one that triggers automatically, chains AI steps together, and routes results to the right people — see CLEATUS Workflows. The Prompt Library is where you define what the AI does. Workflows are where you define what happens after.)

The knowledge doesn't compound. When prompts live outside the platform where they're used, every improvement dies in someone's personal notes. Version control doesn't exist. The prompt your senior capture manager refined over six months is functionally identical to the raw version your newest hire found on LinkedIn.

The context is always missing. A prompt that says "analyze this solicitation against our past performance" is useless without the past performance. In ChatGPT, that means re-uploading documents every single session. In a Teams wiki, that means a link to a SharePoint folder that may or may not be current. The prompt and the data it needs are permanently separated.

The team can't build on each other's work. The whole point of having a team is leverage — one person's insight becoming everyone's advantage. When prompts are personal, that leverage disappears. Your pricing analyst's brilliant BOE builder and your capture manager's win-theme generator exist in parallel universes.

What the Prompt Library Actually Does

We didn't build a "save your prompts" feature. We built a system that treats prompt templates as first-class operational assets in the GovCon workflow — with the same structure, context, and shareability you'd expect from any serious team tool.

Organized Around How GovCon Works

The Prompt Library ships with categories mapped to the GovCon lifecycle: Capture, BD & Pipeline, Solutioning/Technical, Compliance, Pricing, Bid/No-Bid, Market Intel, and Back Office. These aren't arbitrary labels — they reflect how capture and proposal teams actually divide their work.

Your team can also create custom categories. If you have a specialized review process, a specific agency focus, or an internal methodology that doesn't map to the defaults, you can build categories around it. The structure adapts to your operating model — not the other way around.

Context-Aware, Not Just Text

This is the critical difference between the Prompt Library and a spreadsheet of prompt text.

Each prompt template can have documents from your Document Hub attached directly. When a team member uses that prompt, the AI already has the supporting context loaded — capability statements, past performance narratives, CPARS reports, staffing matrices, organizational charts, or any other document your prompt needs to produce useful output.

You can also reference documents inline using @ mentions — type @ in the prompt content and pull in specific documents from your library. This means your Technical Approach Section Writer prompt doesn't just say "write a technical approach." It says "write a technical approach using our architecture framework, our CONOPS template, and this solicitation's PWS" — and all three documents are right there.

This is what we mean when we talk about moving from metadata to meaning. Legacy workflows operate on document titles and keywords. The Prompt Library operates on actual document content — the AI reads the attached materials and generates output grounded in your specific data, not generic boilerplate.

Variables and Attached Files That Adapt to Each Pursuit

Every prompt template supports two mechanisms for making prompts reusable across pursuits: variable placeholders and attached files.

Variables let you insert placeholders like {{opportunity_title}}, {{solicitation_number}}, {{agency_name}}, {{contract_value}}, or any custom field your team defines. When someone uses the prompt, they fill in the values and the template adapts — same structure, different pursuit.

Attached files go further. You can attach documents directly to a prompt template — pricing sheets, Pwin score rubrics, resumes, cost models, compliance checklists, rate cards — and every time that prompt runs, those files are automatically included in the AI's context. Your Bottom-Up BOE Builder doesn't just ask the AI to "build a BOE." It hands the AI your indirect rate structure, your labor category definitions, and your escalation assumptions every single time, without anyone having to remember to upload them. Your Technical Approach Section Writer automatically includes your architecture framework and your CONOPS artifacts. Your Bid/No-Bid prompt automatically references your Pwin scoring rubric so every evaluation uses the same criteria.

This combination — variables for the things that change per pursuit, attached files for the institutional knowledge that should always be present — is what turns a prompt from a one-time instruction into a repeatable, self-contained workflow.

Shared With One Click

Every prompt can be shared across your organization instantly. When you mark a prompt as shared, it appears in every team member's library — searchable, favoritable, and immediately usable from any AI chat on the platform.

This is how institutional knowledge compounds. Your best proposal writer's Executive Summary template doesn't live in their personal workflow — it becomes a team asset. Your BD lead's Capture Plan framework, your pricing analyst's cost model builder, your compliance specialist's clause-checker — all available to everyone, immediately.

Favorites and recent prompts surface directly in the AI chat input across the entire platform. Whether your team is working in contract search, a pursuit workspace, or the proposal writer, the Prompt Library is one click away. It's not buried in a settings page or a separate module. It's part of the conversation.

Accessible Everywhere

This matters more than it sounds. A prompt library that requires navigating to a separate section of the platform is a prompt library that doesn't get used. We integrated the Prompt Library directly into every AI chat interface on CLEATUS — the GovCon Copilot, pursuit workspaces, the AI Proposal Suite, contract analysis. Wherever your team is working, their prompts are right there.

One click from the chat input opens your full library, your favorites, and your recent prompts. No context switching. No tab hopping. No friction.

From Individual Prompts to Team Playbooks

The real power of the Prompt Library isn't in any single feature. It's in what happens when a GovCon team uses it over time.

Week one, your team migrates their best prompts from scattered locations into the library. The Technical Approach writer from your senior proposal manager. The competitive analysis prompt from your BD lead. The compliance checklist from your contracts specialist. For the first time, they're all in one place, with the right documents attached.

Month one, people start building on each other's work. Someone duplicates the Technical Approach writer and creates a version for service contracts versus product contracts. Someone else adds a Past Performance Relevance Scorer that cross-references your Document Hub. The pricing team builds a series of BOE templates for different contract types — FFP, T&M, cost-reimbursable.

Quarter one, you have a playbook. Not a static document that someone wrote once and nobody reads. A living, evolving library of tested prompt templates that your whole team uses daily — each one attached to the right documents, configured with the right variables, and refined through actual use on real pursuits.

This is what we meant when we built the Prompt Library: team knowledge that compounds. The gap between your firm and a competitor that's still copy-pasting from Slack grows every single week — not because you have better AI, but because your AI has better instructions, better context, and better institutional memory.

How It Connects to the Rest of CLEATUS

The Prompt Library doesn't exist in isolation. It's one layer in a platform designed around the full GovCon lifecycle — and every layer reinforces the others.

Document Hub provides the content that makes prompts context-aware. Your capability statements, past performance, CPARS reports, resumes, and pricing models are stored in a centralized, searchable library. When a prompt template references these documents, the AI draws from your actual company data — not generic filler.

Contract Breakdown gives the AI structured knowledge of every solicitation. When you run a prompt against a pursuit, the platform has already scanned every page of every document in the solicitation package and organized it into the Uniform Contract Format (Sections A–M). Your prompt doesn't need to tell the AI what Section L says — the AI already knows.

The GovCon Copilot is where prompts come alive. The Copilot is the AI agent that executes your prompts — answering questions with cited sources, generating compliance matrices, drafting technical approaches, and running competitive analysis. The Prompt Library is the interface for configuring what you ask. The Copilot is the engine that delivers the answer.

The AI Proposal Suite takes prompt output and turns it into submission-ready content. A prompt that generates a Technical Approach section doesn't just produce text — it produces text that's structured around the solicitation's evaluation criteria, grounded in your past performance, and formatted for the proposal volume structure. The Prompt Library feeds the proposal machine.

Workflows take prompt output and turn it into automated action. A prompt template that scores a Bid/No-Bid decision can feed directly into a Workflow that routes the result to the right Slack channel, updates your pipeline, and triggers a follow-up analysis — all without manual intervention. The Prompt Library defines what the AI does. Workflows define what happens next.

The combination is what matters. A prompt library without document context is just a text editor. Document context without reusable prompts means rebuilding your workflow every time. Both without a structured solicitation breakdown means your AI is guessing instead of reading. And all of it without automation means someone still has to copy-paste the output somewhere. CLEATUS connects all four.

The Prompt Examples We See Teams Building

To give you a sense of what real Prompt Library usage looks like, here are the categories of templates we see teams building most often:

Bid/No-Bid Evaluation — Prompts that score an opportunity against your company profile, past performance fit, competitive landscape, and resource availability. Some teams build multi-factor scoring models; others build rapid triage prompts for high-volume pipeline screening.

Technical Approach Section Writers — Templates that draft Section L/M-compliant technical narratives using your architecture documents, CONOPS templates, and the solicitation's PWS. The best versions include traceability tables and integration of 1–2 concise value-add matrices.

Competitive & Incumbent Intelligence — Prompts that identify the incumbent contractor, summarize their footprint at the agency, and analyze their award history, vehicle access, and buying patterns. These pair naturally with CLEATUS's competitive intelligence tools.

7-Day Opportunity Radar — A prompt that scans recent federal and SLED opportunities posted in the last week, returns a ranked list by fit, and summarizes why each matched. Teams set this as a weekly recurring workflow.

Bottom-Up BOE Builders — Templates that derive a Work Breakdown Structure from the solicitation, map WBS elements to labor categories and ODCs, and build a multi-year cost model with escalation assumptions and indirect rates applied.

Performance Risk Analysis — Prompts that break down the scope into work packages, identify "hard parts" and dependencies, compare requirements against your team's current availability and clearances, and flag technical maturity expectations.

Mission Area Signals — Templates that find recent public initiatives, strategies, and modernization plans tied to an opportunity's mission area, then summarize what they signal for evaluation priorities, security emphasis, and solution expectations.

These aren't hypothetical. They're templates our customers have built and are using daily. The Prompt Library turns each one into a reusable, shareable, context-rich asset that works better every time it's used.

"CLEATUS fundamentally changed the way we capture, analyze, and build proposals. We tripled our output without adding staff, and the platform finally moves at the speed our workflow demands."

– John Garnish, Business Development Lead, D2 Government Solutions

Why We Built It First — and Why We Haven't Stopped

We shipped the first version of the Prompt Library in January 2025 because we kept watching the same pattern: GovCon teams using AI effectively but storing their knowledge in the worst possible places. The fix wasn't to tell people to stop using prompts — it was to give prompts a proper home inside the platform where they're actually used.

Since that initial launch, the Prompt Library has been continuously updated. We've added document attachments, variable support, inline @ mentions, custom categories, team sharing controls, favorites, and deep integration into every AI chat surface on the platform. Each update was driven by what we saw real GovCon teams doing — and what they told us was still missing. That feedback loop isn't slowing down. The Prompt Library you use today looks substantially different from the January 2025 version, and the version six months from now will look different again.

Now in 2026, every GovCon AI platform has shipped their own prompt library feature. That's a validation of the thesis. It also means something specific for teams evaluating platforms today: the Prompt Library isn't a checkbox feature. The difference between a platform that's been iterating on this since January 2025 and one that just launched is not just calendar time. It's over a year of customer feedback, edge-case handling, integration depth, and compounding user knowledge.

CLEATUS customers have been building, refining, and sharing prompt templates for over a year. That head start compounds — because the value of a prompt library isn't in the feature itself. It's in the institutional knowledge your team builds on top of it. And we'll keep building ahead: deeper integration with Workflows, smarter prompt suggestions based on solicitation type, and tighter connections between the Prompt Library and the rest of the platform are all on the roadmap.

What Your Next Steps Look Like

If your team is already using AI prompts for GovCon — and if those prompts currently live in Teams, Slack, SharePoint, or someone's ChatGPT history — you already have the raw material. The Prompt Library gives you the infrastructure to turn scattered individual knowledge into a structured, shareable, context-rich team playbook.

Here's what getting started looks like:

Audit your existing prompts. Collect the prompts your team already uses — the ones people swear by, the ones that get shared in Slack, the ones your best people have been refining quietly. You probably have more than you think.
Upload your documents. The Prompt Library is only as powerful as the context it can access. Load your capability statements, past performance narratives, CPARS data, resumes, and pricing templates into the Document Hub. This is a one-time investment that pays off on every future pursuit.
Build your first templates. Start with the prompts that get used most often — your Bid/No-Bid framework, your Technical Approach writer, your compliance checklist. Attach the right documents. Add variables. Share them with the team.
Iterate. Every time a prompt produces great output, refine the template. Every time you identify a gap — a new contract type, a new agency, a new evaluation methodology — build a new prompt. The library grows as your team uses it.

The firms that started this process a year ago now have prompt playbooks covering every stage of their capture and proposal workflow. The ones starting today will be there in a quarter. The ones still copy-pasting from Slack will still be copy-pasting next year.

Ready to turn your team's best prompts into a competitive advantage? Start your free trial and build your first Prompt Library templates today. Or book a live demo to see the Prompt Library, Document Hub, and GovCon Copilot working together on a real pursuit.