Turn an RFP and a folder of your past proposals, case studies, and capability docs into a requirement-by-requirement compliance matrix and a drafted response. Flags disqualifiers and unanswerable requirements before you burn a week writing.
SkillScore68Maintained
Automatic
◆Sales & GTM pack
Last verified 8/24/2026
What it changes
Passed 14 of 21 test cases with the skill, and 8 of 21 without it.
Without skill36%
With skill68%
Checks it passed that the model alone missed
Outputs the compliance matrix in compliance-matrix.md.
Outputs the full proposal text in rfp-response-draft.md.
Asks whether to proceed before drafting any proposal sections.
and 8 more in the full report
7 fixed8 passed either way7 still failing0 broke
Pass-rate lift
+32 pp
Tokens
+26%
Agent turns
0%
Response time
-13%
Model gemini-3.6-flashMeasured 8/24/2026v115 of 22 cases passed with skill · 21 comparable
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 6
Prompt
I need a complete bid response package based on `State_Cloud_Migration_RFP.pdf` using the documentation inside `./company_knowledge_base`. Generate the complete draft text and the accompanying compliance matrix document. Please ensure every claim is anchored directly to our provided credentials, highlight places where internal information is missing rather than making assumptions, and draft an executive summary that leads with the client's explicit problems.
What was checked, without and with the skill
Checked
Without skill
With skill
Outputs the requirements matrix document as compliance-matrix.md.
Missed
Passed
Formats unverified internal claims using the string [GAP: needs input -- suggested approach].
Missed
Passed
Structures the executive summary to lead with the client's stated problem in their vocabulary before introducing key discriminators.
Passed
Passed
case-02 · gemini-3.6-flash · 8/24/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md28 linessingle file
Cowork RFP Response
Respond to an RFP the way a seasoned proposal manager does: decompose every requirement first, decide bid/no-bid honestly, reuse the best prior language, and never claim a capability the source documents do not support. Inputs: the RFP document and a folder of company material (past proposals, case studies, bios, certifications, pricing sheets).
Workflow
Shred the RFP. Extract every numbered and implied requirement into a matrix: ID, requirement text (verbatim), type (mandatory/scored/informational), section owner, and any disqualifier ("must have X certification", "minimum N years"). Extract the logistics separately: due date, format, page limits, submission method, Q&A deadline, evaluation criteria and weights.
Bid/no-bid check. Before drafting anything, report disqualifiers you cannot document from the company folder and requirements with weak evidence. Ask whether to proceed. This is the most valuable five minutes of the skill.
Mine the folder. For each requirement, find the strongest supporting material: prior proposal sections, case studies with named results, team bios, certifications. Record source file and section in the matrix. Mark each requirement STRONG (direct evidence), PARTIAL (adjacent evidence, needs framing), or GAP (nothing found).
Draft. Write the response following the RFP's mandated structure exactly. For STRONG items, adapt the best prior language to this client's context. For PARTIAL, draft honest framing and flag it for review. For GAP, insert a clearly marked [GAP: needs input -- suggested approach] block rather than fiction.
Compliance pass. Verify every mandatory requirement is addressed where the RFP says it must be, page/format limits hold, and required attachments are listed. Output compliance-matrix.md (the full matrix with response locations) and rfp-response-draft.md.
Executive summary last. Write it after the body, leading with the client's stated problem in their own vocabulary and the 2-3 discriminators the evidence actually supports.
Rules
Never invent capabilities, clients, metrics, or certifications. Every claim traces to a source file; GAP blocks are the honest alternative.
Use the client's terminology from the RFP, not internal jargon. Evaluators score against their own words.
Answer the requirement asked, not the adjacent one you have better material for -- then add the better material.
Respect page limits from the first draft; cutting 40% at the end butchers the good sections.
Boilerplate is a starting point, not a deliverable. Any reused paragraph must name this client and this context or it gets rewritten.
Track questions for the Q&A window: ambiguous requirements go in a questions-to-submit.md list, drafted in submission-ready form.
Quick Commands
"Shred [RFP file]" -- requirements matrix and logistics only
"Should we bid?" -- steps 1-3, the honest gap report
"Full response with [folder]" -- complete workflow
"Compliance check my draft" -- step 5 against an existing draft