analyzing-synergy-potential
Quantifies revenue and cost synergies with build-up methodology, realization timelines, and integration cost offsets. Use when estimating deal synergies, modeling cost savings, or building synergy cases for IC.
Best use case
analyzing-synergy-potential is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Quantifies revenue and cost synergies with build-up methodology, realization timelines, and integration cost offsets. Use when estimating deal synergies, modeling cost savings, or building synergy cases for IC.
Teams using analyzing-synergy-potential should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/analyzing-synergy-potential/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How analyzing-synergy-potential Compares
| Feature / Agent | analyzing-synergy-potential | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Quantifies revenue and cost synergies with build-up methodology, realization timelines, and integration cost offsets. Use when estimating deal synergies, modeling cost savings, or building synergy cases for IC.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# Analyzing Synergy Potential Quantifies revenue and cost synergies with build-up methodology, realization timelines, and integration cost offsets. ## When To Use - Building a synergy case for Investment Committee or Board presentation - Stress-testing buyer's synergy assumptions during sell-side advisory - Bridging valuation gaps in purchase price negotiations - Evaluating competing bids where synergy credibility differs - Updating synergy estimates post-LOI as diligence reveals new data ## Inputs To Gather - **Acquirer financials**: P&L by function (COGS, SG&A, R&D), headcount by department, facility footprint, vendor spend breakdown - **Target financials**: Same P&L and cost structure detail; revenue by product/channel/geography - **Overlap mapping**: Shared customers, overlapping facilities, redundant corporate functions, duplicate technology platforms - **Precedent benchmarks**: Synergy disclosures from comparable announced transactions (proxy filings, investor presentations) [VERIFY: availability varies by sector and deal size] - **Integration constraints**: Regulatory conditions (e.g., HSR/antitrust hold-separate requirements), contractual change-of-control provisions, union/CBA obligations ## Workflow 1. **Categorize synergy types** — Separate into three buckets: - **Cost synergies**: Headcount reduction (corporate, field overlap), facility consolidation, procurement leverage, IT platform rationalization, insurance/benefits harmonization - **Revenue synergies**: Cross-sell into combined customer base, pricing power from market share gains, accelerated geographic expansion, bundled product offerings - **Financial synergies**: Tax attribute utilization (NOLs, interest deductibility), cost-of-capital improvement, working capital optimization 2. **Build bottom-up estimates for each line item**: - For headcount: identify overlapping roles by function → apply expected elimination rate (typically 20–40% of overlap for corporate functions, lower for revenue-generating roles) → multiply by fully-loaded compensation [VERIFY: local severance/notice-period requirements] - For facilities: map overlapping leases → estimate consolidation savings net of early termination penalties - For procurement: aggregate combined spend by category → estimate rebate/volume discount improvement (typically 3–8% on overlapping categories) - For revenue: size addressable cross-sell TAM → apply conservative penetration rate (5–15% over 3 years is standard in IC presentations) 3. **Assign realization timelines** — Map each synergy line to a phase: - **Quick wins (0–6 months)**: Procurement renegotiation, corporate overhead elimination, duplicate software licenses - **Medium-term (6–18 months)**: Facility consolidation, sales force integration, IT migration - **Long-term (18–36 months)**: Revenue synergies, full platform integration, brand/product rationalization - Build a quarter-by-quarter phase-in schedule showing run-rate ramp from 0% to full realization 4. **Estimate one-time integration costs** — Quantify costs to achieve (CTA) for each synergy bucket: - Severance and retention packages - Facility exit costs (lease breakage, moving, build-out) - IT systems integration/migration - Rebranding and customer communication - Advisory/consulting fees for integration execution - Rule of thumb: CTA typically runs 1.0–1.5x first-year cost synergies [VERIFY: varies significantly by industry and deal complexity] 5. **Calculate net present value of synergies**: - Discount phased-in synergy stream at appropriate rate (acquirer WACC or deal-specific hurdle rate) - Subtract PV of one-time integration costs - Express as NPV per share to frame purchase price premium justification - Run sensitivity table: vary run-rate synergy level (±20%) and realization timeline (±6 months) 6. **Benchmark against precedent transactions**: - Compare synergy-as-%-of-combined-revenue and synergy-as-%-of-target-revenue to announced deals in sector - Flag if estimates exceed 75th percentile of precedents — requires additional justification - Note whether precedent deals ultimately achieved announced synergies (track record data from post-merger disclosures where available) ## Output Deliver a synergy analysis report containing: - **Executive summary**: Total run-rate synergies (pre-tax), split by cost/revenue/financial, with NPV and CTA - **Build-up detail**: Line-item breakdown by function with named assumptions and source references - **Realization schedule**: Quarter-by-quarter phase-in chart showing cumulative run-rate achievement - **Integration cost bridge**: One-time costs itemized by category with payback period calculation - **Sensitivity analysis**: Matrix showing NPV under varying synergy magnitude and timeline assumptions - **Precedent comparison**: Table benchmarking estimates against 3–5 comparable transactions - **Risk register**: Key risks to realization (regulatory, retention, execution) with probability-weighted impact ## Quality Checks - Every synergy line item traces to a named assumption with a quantified basis — no "management estimate" without supporting logic - Cost synergies and revenue synergies are never blended into a single number; IC decks require the split - Realization timeline is conservative enough to survive Board scrutiny — revenue synergies should not show meaningful contribution before month 12 - Integration costs are complete — missing CTA items artificially inflate net synergy value and erode credibility - Double-counting check: confirm no synergy line item appears in both cost and revenue buckets (e.g., sales force reduction counted as cost saving should not also drive revenue uplift) - Benchmark sanity: if total synergies exceed 10% of combined revenue, flag for enhanced diligence [VERIFY: threshold varies by sector; technology and pharma transactions often run higher] - Tax treatment is consistent — confirm whether synergies are stated pre-tax or after-tax and apply uniform convention throughout