# Responding To Rfis

> Drafts pre-RFP shaping responses for US Federal opportunities. Use when the user needs to respond to a sources-sought notice, a request for information (RFI), or a draft RFP, or to draft a capability statement, a white paper, or a draft-RFP comment matrix. Produces responses that demonstrate capability, inform the government's market research and set-aside decision, and legitimately shape the req…

- **Type:** Skill
- **Install:** `agentstack add skill-danielkinneyspears-federal-proposal-skills-responding-to-rfis`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [danielkinneyspears](https://agentstack.voostack.com/s/danielkinneyspears)
- **Installs:** 0
- **Category:** [Agent Skills](https://agentstack.voostack.com/c/agent-skills)
- **Latest version:** 0.1.0
- **License:** Apache-2.0
- **Upstream author:** [danielkinneyspears](https://github.com/danielkinneyspears)
- **Source:** https://github.com/danielkinneyspears/federal-proposal-skills/tree/main/skills/responding-to-rfis

## Install

```sh
agentstack add skill-danielkinneyspears-federal-proposal-skills-responding-to-rfis
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# Responding to RFIs

Draft the pre-RFP shaping responses — sources-sought responses, RFI responses,
draft-RFP comments, capability statements, white papers. This is real capture
work, not paperwork. A sources-sought response can influence whether an
acquisition is set aside; a draft-RFP comment can change Section L or Section M;
a white paper can teach the customer what to ask for. The package's capture
skills name these vehicles — this skill actually writes them.

## When to use this skill

Use this skill during the capture phase, whenever the government issues a
pre-RFP instrument that invites an industry response: a sources-sought notice, a
request for information, an industry-day request for input, or a draft RFP
released for comment. Also use it to produce capability statements and white
papers offered to the customer as shaping vehicles.

It does not respond to the actual RFP — that is the proposal-development skills.
This skill operates before the RFP exists.

## Inputs

**Required:** the government instrument being responded to — the sources-sought
notice, RFI, draft RFP, or industry-day announcement — and its response
instructions (what the government asks for, the format, the deadline).

**Preferred upstream artifacts:**
- `02-capture-plan.md`: the customer knowledge, hot buttons, and shaping
  objectives the response should advance.
- `00-opportunity-profile.md`: the opportunity facts.
- `05-win-strategy.md`, `03-competitive-assessment.md` — where they exist, to
  align the response with the emerging win approach.

Read `../../shared/glossary.md` and `../../shared/pursuit-workspace.md` if not
already read this session. The procurement-integrity limits in
`references/shaping-response-types.md` govern this skill — read them before
drafting anything.

## Intake

Ask these as a numbered list. Skip what the instrument answers.

1. **The instrument.** What is it — a sources-sought notice, an RFI, a draft
   RFP, an industry-day request, or an offered white paper/capability statement?
   What exactly does the government ask for, in what format, by when?
2. **The shaping objective.** What does the team want this response to achieve —
   demonstrate capability, influence the set-aside decision, shape the scope,
   shape Section L or M, build customer awareness? (From `02-capture-plan.md` if
   available.)
3. **Capability facts.** What true capability, past performance, and
   qualifications can the response draw on?
4. **The set-aside angle.** For a sources-sought notice: is the team a small
   business or in a socioeconomic category, and does the response need to
   support a set-aside the team would benefit from?
5. **Draft-RFP specifics.** For a draft RFP: which parts (scope, Section L,
   Section M) does the team want to comment on, and what change does it want?

## Workflow

```
Shaping Response:
- [ ] Step 1: Read the instrument and the shaping limits; complete intake
- [ ] Step 2: Identify the response type and the shaping objective
- [ ] Step 3: Draft the response for that type
- [ ] Step 4: Run the legitimacy and value check
- [ ] Step 5: Write the artifact (06-shaping-response-.md)
```

**Step 1: Read.** Read the government instrument and the procurement-integrity
limits in `references/shaping-response-types.md`. Confirm the response stays
inside the rules.

**Step 2: Type and objective.** Identify the response type and the single
shaping objective it serves. Use `references/shaping-response-types.md`. A
response with no shaping objective is a wasted opportunity to influence.

**Step 3: Draft.** Draft the response using the type-specific guidance in
`shaping-response-types.md`:
- Sources-sought response: demonstrate capability and relevant experience
  concisely, address the qualifications the notice asks about, and (where the
  team would benefit) substantiate the basis for a set-aside.
- RFI response: answer the government's questions substantively and, where
  the RFI invites it, offer informed input on approach and feasibility.
- Draft-RFP comments: a comment matrix: the section, the issue, the
  recommended change, and the rationale framed as making the eventual
  competition clearer and fairer.
- White paper / capability statement: educate the customer on what is
  possible and what good looks like; substance over salesmanship.

**Step 4: Legitimacy and value check.** Verify the response (a) stays within
the procurement-integrity limits — no request for source-selection-sensitive
information, no improper advantage, truthful capability claims; and (b) actually
advances the shaping objective. A draft-RFP comment that only helps the team by
secretly disadvantaging competitors is a risk, not shaping — cut it.

**Step 5: Write.** Write `06-shaping-response-.md` (e.g.,
`06-shaping-response-rfi.md`) using `templates/shaping-response.md`. If the team
responds to several instruments over a capture, each gets its own file.

## Output

One artifact per response: `06-shaping-response-.md` in the pursuit
workspace.

Present the user with: the drafted response, the shaping objective it advances,
and confirmation it stays within the procurement-integrity limits.

## References

- `references/shaping-response-types.md`: the procurement-integrity limits, and sources-sought, RFI, draft-RFP comments, white papers, and capability statements: what each is for and how to write each, including the set-aside angle.
- `templates/shaping-response.md`: the shaping response artifact template.

## Guardrails

- **Stay inside the integrity limits.** Follow the rules in
  `references/shaping-response-types.md`. Never seek source-selection-sensitive
  information, never seek an improper advantage, never misrepresent capability.
- **Truthful capability only.** Sources-sought and RFI responses inform real
  government decisions. Overstating capability is both an integrity problem and
  a credibility loss when the RFP arrives.
- **Shape by educating.** Legitimate shaping makes the customer's requirement
  better. A "shaping" idea that works only by disadvantaging competitors or
  relying on private information is not shaping — drop it.
- **Mind the deadline.** Pre-RFP instruments have response deadlines; a late
  shaping response forfeits the influence.

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [danielkinneyspears](https://github.com/danielkinneyspears)
- **Source:** [danielkinneyspears/federal-proposal-skills](https://github.com/danielkinneyspears/federal-proposal-skills)
- **License:** Apache-2.0

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-danielkinneyspears-federal-proposal-skills-responding-to-rfis
- Seller: https://agentstack.voostack.com/s/danielkinneyspears
- Browse the marketplace: https://agentstack.voostack.com/browse

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Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.
