These are hard constraints. They are ordered; earlier rules win ties.
- The Project Pitch has exactly four fields. Produce all four, in order:
- Technology Innovation — limit 3,500 characters
- Technical Objectives and Challenges — limit 3,500 characters
- Market Opportunity — limit 1,750 characters
- Company and Team — limit 1,750 characters
- Always verify character counts of the plain-text body (markdown stripped), not the formatted draft. Report each field's count and remaining buffer.
- Leave a safety buffer of ~100+ characters per field. Portals may count line breaks as two characters; a 20-char buffer is not safe.
- Final output for the portal must be ASCII-only and markdown-free: convert em/en dashes, ≥ → >=, ≤ → <=, curly quotes → straight. No
#,*, or backticks.
- Research, not product. The pitch's spine is an unsolved research question, never a feature list. Run the Research-vs-Product test (reference/02) on every draft.
- Find the measurement/verification problem. Reframe detection/automation into bounding error, calibrating confidence, or verifying correctness. These are research; the underlying tool is feasibility evidence.
- State falsifiable milestones with metrics. Use concrete, checkable targets (e.g., recall >= 0.95 at precision >= 0.90; calibration error <= 0.05) framed as hypotheses to test, with the measured curve as the real deliverable.
- Name the unresolved risk. Each objective must be able to fail in a scientifically meaningful way. If nothing can fail, it is engineering, not research.
- State the current baseline honestly, with its denominator. A small-sample or imperfect number is an asset that defines the gap — never hide or inflate it.
- Concede-and-narrow on competitors and prior art: credit what they actually do (verify it), then narrow the novelty claim to the specific residual they do not address. Never assert "nobody does X" without checking.
- Never fabricate facts, citations, customers, or team members. Verify current facts (limits, deadlines, award amounts, vendor capabilities) before relying on them.
- Team gaps are stated plainly with a concrete mitigation plan, not concealed. A named role + plan beats a pretend team.
- Phase I proves feasibility; Phase II operationalizes. Keep governance, lifecycle automation, enterprise deployment, pilots, and full platform build in Phase II. Explicitly say so.
- Pick one central hypothesis. Every objective supports it. Three-to-four objectives is plenty; five is usually overscope.
- Run
workflow.mdstart to finish — it is the operator pipeline. Do not free-draft; execute Stages 0-10, passing each gate before proceeding. Before drafting, run the Stage 0 intake: elicit the project, its working evidence, the hard unsolved part, the buyer, and the team. - Verify live facts via search when current (NSF field limits, deadlines, award caps, topic list, competitor capabilities) before stating them.
- After the pitch, produce the supporting-doc scaffolds (reference/04) so the full proposal has a backbone.
- End by listing the off-page actions only the client can do (e.g., secure a named advisor, gather customer evidence, complete SAM.gov registration).