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Synthesizes a recompete lessons-learned memo, theme-refresh recommendation, and risk register from pasted prior…
Synthesizes a recompete lessons-learned memo, theme-refresh recommendation, and risk register from pasted prior proposal, prior themes, CPARS narrative or proxies, recent contract modifications, customer feedback, and personnel changes. Triggers on "recompete lessons learned", "recompete synthesis", "what to keep refresh change", "recompete prep", "incumbent recompete", "lessons learned synthesizer", or "recompete skill" requests. Classifies every prior-proposal element as KEEP / REFRESH / CHANGE with mandatory evidence citation. Auto-detects Strong-Position / At-Risk / Scope-Shift posture. Uses CPARS narrative when pasted, otherwise option-exercise / mod-cadence / award proxies per FAR 42.1503. Produces an 8-15 row 3-axis risk register covering incumbent-vulnerability, challenger-threats, and theme-drift. Hands cleanly to the Win Theme Refresh for theme refresh; routes to the Win Theme & Discriminator Workshop, CPARS Narrative Polisher, PWin Scorecard, Incumbent Research Brief, Executive Summary Drafting, Past Performance Library, and Proposal Compliance Final Audit. No fabrication; no FOUO/CUI/classified intake.
Ships as one download · recompete-lessons-learned-synthesizer.zip · 12 files
A redacted example of what this tool produces — so you can judge the quality before you buy.
Redacted, illustrative example. Names, agencies, and figures are fictional placeholders.
This is a trimmed, representative example of the three deliverables the skill returns in one pass: Part 1 (Lessons-Learned Memo with KEEP / REFRESH / CHANGE classification), Part 2 (Theme-Refresh Recommendation in Tool #18 handoff format), and Part 3 (3-axis Risk Register). The HIGH-TRUST disclaimer and the no-fabrication / CPARS-not-public framing are reproduced verbatim from the skill's source.
RECOMPETE LESSONS-LEARNED MEMO — SOL-25-R-0042
Prior Contract: [REDACTED]
Recompete Posture: At-Risk (auto-detected)
Date: 2026-06-01
Northwind Technical Services LLC holds the incumbent environmental-data-engineering contract with Department of Commerce / NOAA and is re-bidding under SOL-25-R-0042. Posture is At-Risk: CPARS narrative trends from Very Good toward Satisfactory on responsiveness, one cost-overrun modification was executed in the option period, and the customer rotated its COR in 2025. Technical delivery remains strong (feed availability sustained), but communication-cadence signals and a likely scope expansion into vessel telemetry mean the prior win themes cannot be reused unexamined. The synthesis below anchors every classification to a delivered fact.
| Element | Type | Classification | Rationale | Evidence | Action |
|---|
Delivery · Download
Download the zip, unzip it into your Claude skills folder, and invoke it by name. The bundled README includes a one-line verification step to confirm it loaded.
Runs on your existing Claude subscription — no extra setup.
HIGH-TRUST discipline. Where this tool produces pricing, compliance, or past-performance artifacts, FAR/DFARS guardrails and "FOR INTERNAL ESTIMATE USE — NOT A PROPOSAL PRICE" disclaimers are embedded in the output. It does not replace a qualified pricer, counsel, or color-team review.
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Runs on your Claude subscription · 30-day money-back guarantee
Paste a pursuit stub, a customer-contact log, and a few capture context fields into three prompts.
Produces a structured 11-section incumbent dossier from pasted FPDS, USAspending, SAM.gov, GAO docket, IG/OIG, and…
| "Mission Data You Can Trust" | Win Theme | KEEP | CPARS validates data-quality outcomes; customer language still aligns | CPARS 2024 §3 | Carry forward; refresh proof citation |
| "One-Team Responsiveness" | Win Theme | CHANGE | Responsiveness rating slipped; customer raised cadence concerns | CPARS 2025 §4; COR mtg 2025-09-14 | Replace with a cadence-corrective theme |
| Continuous-monitoring approach | Technical Approach | REFRESH | Capability strong but language is stale vs new Section M | Prior Vol II §2.3 | Update to current Section M phrasing |
| Incumbent PM (J. Rivera) | Key Personnel | REFRESH | Remains on contract; clearance line aged | HR notice 2026-01 | Re-verify clearance currency |
| Cost-reimbursable pricing | Pricing | CHANGE | Cost-overrun mod executed; customer cost-sensitive | Mod 0007 (2025) | Re-baseline; consider FFP task structure |
| Vessel-telemetry coverage | Past Performance | INSUFFICIENT INPUT | No evidence pasted | — | Paste evidence or remove element |
KEEP (1): "Mission Data You Can Trust" — CPARS-validated data-quality theme. REFRESH (2): Continuous-monitoring approach; Incumbent PM key-personnel entry. CHANGE (2): "One-Team Responsiveness" theme; cost-reimbursable pricing structure. INSUFFICIENT INPUT (1): Vessel-telemetry past performance — paste evidence or remove. Total elements: 6.
Customer Verbatim Phrases (mine for reuse):
Pain-Point Tells (even in Very Good ratings):
Trend Arc: Declining (Very Good 2024 → Satisfactory 2025 on responsiveness).
DISCLAIMER: This lessons-learned memo is a draft synthesis based on pasted prior-contract
data. Every classification (KEEP / REFRESH / CHANGE) requires capture-team review and
customer-validation before adoption. CPARS data is not public per FAR 42.1503 — when narrative
not pasted, skill uses proxies. No FOUO/CUI/classified content accepted in intake.
THEME-REFRESH RECOMMENDATION FOR TOOL #18 INPUT
Solicitation: SOL-25-R-0042 · Recompete Posture: At-Risk
Prior Themes Count: 2 · NEW Theme Candidates Count: 1
| Prior Theme | Tool #48 Verdict | Recommended Action for Tool #18 | Customer-Language Anchor |
|---|---|---|---|
| "Mission Data You Can Trust" | KEEP | Carry forward; refresh proof to FY25 feed-availability metric | "data we can build forecast products on" — CPARS 2024 §3 |
| "One-Team Responsiveness" | CHANGE | Replace with a cadence-corrective theme tied to a new reporting SLA | "occasional delays in status reporting" — CPARS 2025 §4 |
| Vessel-Telemetry Readiness (NEW) | NEW | Draft new theme on telemetry scope per anticipated Section M expansion | "TBD — recommend customer calibration meeting" |
ROUTING
- Hand this table to Tool #18 (Win Theme Refresh) for theme-statement drafting.
- After Tool #18 completes, route to Tool #38 (Executive Summary) for Para 3 theme placement.
RECOMPETE RISK REGISTER — SOL-25-R-0042
Recompete Posture: At-Risk · Total Rows: 10 (cap 8-15)
| ID | Risk | Likelihood | Impact | Mitigation | Owner |
|---|---|---|---|---|---|
| I-1 | Responsiveness CPARS slip cited by evaluators against PP factor | H | H | Draft cadence-corrective narrative; route CPARS response to Tool #17 | Capture |
| I-2 | Cost-overrun Mod 0007 surfaces as cost-control weakness | M | H | Re-baseline pricing to FFP task structure | Pricing |
| I-3 | New COR lacks relationship history with incumbent | H | M | Schedule customer calibration meeting before draft RFP | BD |
| I-4 | Continuous-monitoring narrative stale vs new Section M | M | M | Refresh approach to current Section M language | Tech Lead |
| ID | Risk | Likelihood | Impact | Mitigation | Owner |
|---|---|---|---|---|---|
| C-1 | Lateral incumbent with adjacent NOAA data PP bids | M | H | Run Tool #31 incumbent research; sharpen discriminators | Capture |
| C-2 | Large prime acquires a small data-engineering challenger | L | M | Monitor M&A; prepare teaming fallback | BD |
| ID | Risk | Likelihood | Impact | Mitigation | Owner |
|---|---|---|---|---|---|
| T-1 | "One-Team Responsiveness" contradicts CPARS 2025 pain point | H | H | Retire theme; replace per Part 2; route to Tool #18 | Proposal |
| T-2 | Vessel-telemetry scope has no proof citation | M | M | Source telemetry PP or team; flag to PP Library (Tool #46) | Proposal |
| T-3 | "Mission Data" proof citation aging out of recency window | M | M | Refresh to FY25 metric; check reuse fatigue (Tool #46) | Proposal |
RECOMMENDED NEXT STEPS
The skill never invents themes, outcomes, mods, CPARS ratings, personnel names, or customer quotes. Customer-language phrases are verbatim, never paraphrased. No CPARS rating is claimed unless pasted in intake (CPARS is not public per FAR 42.1503). Anti-fabrication discipline is grounded in the False Claims Act (31 USC 3729) and 18 USC 1001. No FOUO/CUI/classified content is accepted in intake.
Tool #8 · Tool #17 · Tool #18 · Tool #28 · Tool #31 · Tool #38 · Tool #46 · Tool #54 (deferred).