VC Research Intelligence
When to use this skill
Use when the user asks about:
- a16z research, "Big Ideas", or "State of Crypto" reports
- What VCs are saying, predicting, or investing in
- Technology outlook for 1 year, 3 years, or 5 years
- Emerging trends in crypto, DeFi, AI, or web3 infrastructure
- How to incorporate VC research into product decisions
- What Paradigm, Messari, Delphi Digital, or other firms are publishing
- Industry-level trend analysis or mega-trend identification
- Mapping external research to internal roadmap priorities
Research Sources
Tier 1 — Crypto-Native VC Firms
| Firm |
Key Publications |
Cadence |
URL Pattern |
| a16z Crypto |
State of Crypto (annual), Big Ideas (annual), blog posts |
Annual + ongoing |
a16zcrypto.com/state-of-crypto-*, a16z.com/big-ideas-* |
| Paradigm |
Research papers on MEV, intents, mechanism design |
Quarterly |
paradigm.xyz/research |
| Variant Fund |
Ownership economy thesis, token distribution |
Quarterly |
variant.fund/writing |
| Multicoin Capital |
Theses on attention economy, composability |
Biannual |
multicoin.capital/writing |
Tier 2 — Research Platforms
| Platform |
Key Publications |
Cadence |
Access |
| Messari |
Annual "Crypto Theses" mega-report, sector analysis |
Annual + weekly |
messari.io/crypto-theses-* |
| Delphi Digital |
Deep protocol analysis, sector deep-dives |
Monthly |
delphidigital.io/reports |
| Galaxy Digital |
Institutional research, mining economics |
Monthly |
galaxy.com/research |
| Electric Capital |
Developer ecosystem reports |
Annual |
developerreport.com |
Tier 3 — Complementary Sources
| Source |
Focus |
Cadence |
| Pantera Capital |
Blockchain letters, market cycles |
Monthly |
| CoinFund |
Web3 infra, identity, storage/compute |
Quarterly |
| Placeholder VC |
Governance, fat protocol thesis |
Quarterly |
| Grayscale Research |
Institutional market structure |
Monthly |
Analysis Framework
Phase 1: Report Ingestion & Extraction
When processing a research report:
Identify source and credibility
- Which firm published it? What's their track record?
- Is this their annual flagship or a regular blog post?
- How many other firms converge on similar thesis?
Extract key claims
- What are the specific predictions with timeframes?
- What data/evidence supports each claim?
- What are the confidence-affecting assumptions?
Categorize themes
- Infrastructure (L1/L2, DA, sequencers)
- DeFi (protocols, yields, capital efficiency)
- AI × Crypto (agents, inference, identity)
- Consumer (social, gaming, payments)
- Regulation (stablecoins, securities, compliance)
- Identity (DID, ZK-KYC, reputation)
Phase 2: Trend Synthesis
Cross-reference across multiple reports:
- Consensus signal — How many top firms mention this trend?
- Maturity assessment — Emerging / Growing / Mainstream / Declining
- Time horizon — Near-term (<1yr) / Mid-term (1-3yr) / Long-term (3-5yr+)
- Confidence score — Based on evidence quality, firm credibility, consensus level
- Velocity — Is this accelerating, steady, or decelerating vs. prior reports?
Phase 3: Actionable Mapping
Convert research into decisions:
Product roadmap alignment
- Which trends align with current product capabilities?
- Which require new features or integrations?
- What's the competitive window before trends become table stakes?
Investment thesis formation
- Which sectors/protocols align with VC conviction?
- Where is capital flowing (follow the money)?
- What are the contrarian bets worth evaluating?
Technology adoption
- What new primitives should we integrate? (e.g., intents, FHE, ERC-8004)
- What infrastructure upgrades do VCs anticipate? (e.g., account abstraction, ZK)
- What developer tools are gaining traction?
Scoring Rubric
Trend Confidence Score (0-100)
| Factor |
Weight |
Scoring |
| VC consensus (# firms mentioning) |
30% |
1 firm: 10, 3: 40, 5: 70, 7+: 100 |
| Evidence quality |
25% |
Anecdotal: 20, Data-backed: 60, Empirical: 100 |
| Market validation (live products) |
20% |
None: 0, Early: 40, Growing: 70, Proven: 100 |
| Capital allocation (funding) |
15% |
<$50M: 20, $50-500M: 50, $500M-1B: 75, >$1B: 100 |
| Developer momentum |
10% |
Use Electric Capital data or GitHub metrics |
Relevance to SperaxOS Score (0-100)
| Factor |
Weight |
Scoring |
| Direct product applicability |
40% |
Could we build this into SperaxOS? |
| User demand signal |
25% |
Are users/community asking for this? |
| Competitive differentiation |
20% |
Would this differentiate us from competitors? |
| Implementation feasibility |
15% |
Can we build this with current team/stack? |
Output Templates
Trend Report Template
## 📡 Trend: [Name]
**Maturity:** [Stage] | **Horizon:** [Timeframe] | **Confidence:** [Score]%
### What it is
[2-3 sentence description]
### VC Signal
- [Firm 1]: [Their specific take]
- [Firm 2]: [Their specific take]
- Consensus: [X/Y firms] mention this
### Why it matters for SperaxOS
[Specific product implications]
### Recommended actions
1. [Concrete next step]
2. [Concrete next step]
Outlook Template
## 🔭 [Category] Outlook — [Horizon]
### Summary
[Narrative summary of where this category is heading]
### Predictions
| Prediction | Confidence | Evidence | Timeframe |
|-----------|-----------|----------|-----------|
| … | High/Med/Low | … | … |
### What to build
[Specific product/feature recommendations]
Integration Points
SperaxOS Knowledge Base
- Feed processed research summaries into agent knowledge bases
- Enable semantic search across all indexed VC research
- Auto-tag research with relevant protocol/token identifiers
Strategy Templates
- Generate investment strategy templates from VC thesis
- Create "Follow the Smart Money" style research agents
- Build trend-tracking dashboards from research signals
Builtin Tool Integration
- Use
sperax-research-intel tool for real-time research queries
- Combine with
sperax-crypto-news for thesis + news correlation
- Cross-reference with
sperax-defi-analytics for validation
Community Feed
- Share weekly VC research digests in community feed
- Enable discussion threads on specific research findings
- Track which research predictions play out over time
1---2name: vc-research-intelligence3description: Analyze VC research reports from a16z, Paradigm, Messari, and top-tier firms. Extract actionable insights, identify emerging trends, and map technology outlooks to product strategy and investment decisions.4license: MIT5---67# VC Research Intelligence89## When to use this skill1011Use when the user asks about:12- a16z research, "Big Ideas", or "State of Crypto" reports13- What VCs are saying, predicting, or investing in14- Technology outlook for 1 year, 3 years, or 5 years15- Emerging trends in crypto, DeFi, AI, or web3 infrastructure16- How to incorporate VC research into product decisions17- What Paradigm, Messari, Delphi Digital, or other firms are publishing18- Industry-level trend analysis or mega-trend identification19- Mapping external research to internal roadmap priorities2021## Research Sources2223### Tier 1 — Crypto-Native VC Firms24| Firm | Key Publications | Cadence | URL Pattern |25|------|-----------------|---------|-------------|26| **a16z Crypto** | State of Crypto (annual), Big Ideas (annual), blog posts | Annual + ongoing | `a16zcrypto.com/state-of-crypto-*`, `a16z.com/big-ideas-*` |27| **Paradigm** | Research papers on MEV, intents, mechanism design | Quarterly | `paradigm.xyz/research` |28| **Variant Fund** | Ownership economy thesis, token distribution | Quarterly | `variant.fund/writing` |29| **Multicoin Capital** | Theses on attention economy, composability | Biannual | `multicoin.capital/writing` |3031### Tier 2 — Research Platforms32| Platform | Key Publications | Cadence | Access |33|----------|-----------------|---------|--------|34| **Messari** | Annual "Crypto Theses" mega-report, sector analysis | Annual + weekly | `messari.io/crypto-theses-*` |35| **Delphi Digital** | Deep protocol analysis, sector deep-dives | Monthly | `delphidigital.io/reports` |36| **Galaxy Digital** | Institutional research, mining economics | Monthly | `galaxy.com/research` |37| **Electric Capital** | Developer ecosystem reports | Annual | `developerreport.com` |3839### Tier 3 — Complementary Sources40| Source | Focus | Cadence |41|--------|-------|---------|42| **Pantera Capital** | Blockchain letters, market cycles | Monthly |43| **CoinFund** | Web3 infra, identity, storage/compute | Quarterly |44| **Placeholder VC** | Governance, fat protocol thesis | Quarterly |45| **Grayscale Research** | Institutional market structure | Monthly |4647## Analysis Framework4849### Phase 1: Report Ingestion & Extraction5051When processing a research report:52531. **Identify source and credibility**54 - Which firm published it? What's their track record?55 - Is this their annual flagship or a regular blog post?56 - How many other firms converge on similar thesis?57582. **Extract key claims**59 - What are the specific predictions with timeframes?60 - What data/evidence supports each claim?61 - What are the confidence-affecting assumptions?62633. **Categorize themes**64 - Infrastructure (L1/L2, DA, sequencers)65 - DeFi (protocols, yields, capital efficiency)66 - AI × Crypto (agents, inference, identity)67 - Consumer (social, gaming, payments)68 - Regulation (stablecoins, securities, compliance)69 - Identity (DID, ZK-KYC, reputation)7071### Phase 2: Trend Synthesis7273Cross-reference across multiple reports:74751. **Consensus signal** — How many top firms mention this trend?762. **Maturity assessment** — Emerging / Growing / Mainstream / Declining773. **Time horizon** — Near-term (<1yr) / Mid-term (1-3yr) / Long-term (3-5yr+)784. **Confidence score** — Based on evidence quality, firm credibility, consensus level795. **Velocity** — Is this accelerating, steady, or decelerating vs. prior reports?8081### Phase 3: Actionable Mapping8283Convert research into decisions:84851. **Product roadmap alignment**86 - Which trends align with current product capabilities?87 - Which require new features or integrations?88 - What's the competitive window before trends become table stakes?89902. **Investment thesis formation**91 - Which sectors/protocols align with VC conviction?92 - Where is capital flowing (follow the money)?93 - What are the contrarian bets worth evaluating?94953. **Technology adoption**96 - What new primitives should we integrate? (e.g., intents, FHE, ERC-8004)97 - What infrastructure upgrades do VCs anticipate? (e.g., account abstraction, ZK)98 - What developer tools are gaining traction?99100## Scoring Rubric101102### Trend Confidence Score (0-100)103104| Factor | Weight | Scoring |105|--------|--------|---------|106| VC consensus (# firms mentioning) | 30% | 1 firm: 10, 3: 40, 5: 70, 7+: 100 |107| Evidence quality | 25% | Anecdotal: 20, Data-backed: 60, Empirical: 100 |108| Market validation (live products) | 20% | None: 0, Early: 40, Growing: 70, Proven: 100 |109| Capital allocation (funding) | 15% | <$50M: 20, $50-500M: 50, $500M-1B: 75, >$1B: 100 |110| Developer momentum | 10% | Use Electric Capital data or GitHub metrics |111112### Relevance to SperaxOS Score (0-100)113114| Factor | Weight | Scoring |115|--------|--------|---------|116| Direct product applicability | 40% | Could we build this into SperaxOS? |117| User demand signal | 25% | Are users/community asking for this? |118| Competitive differentiation | 20% | Would this differentiate us from competitors? |119| Implementation feasibility | 15% | Can we build this with current team/stack? |120121## Output Templates122123### Trend Report Template124```markdown125## 📡 Trend: [Name]126127**Maturity:** [Stage] | **Horizon:** [Timeframe] | **Confidence:** [Score]%128129### What it is130[2-3 sentence description]131132### VC Signal133- [Firm 1]: [Their specific take]134- [Firm 2]: [Their specific take]135- Consensus: [X/Y firms] mention this136137### Why it matters for SperaxOS138[Specific product implications]139140### Recommended actions1411. [Concrete next step]1422. [Concrete next step]143```144145### Outlook Template146```markdown147## 🔭 [Category] Outlook — [Horizon]148149### Summary150[Narrative summary of where this category is heading]151152### Predictions153| Prediction | Confidence | Evidence | Timeframe |154|-----------|-----------|----------|-----------|155| … | High/Med/Low | … | … |156157### What to build158[Specific product/feature recommendations]159```160161## Integration Points162163### SperaxOS Knowledge Base164- Feed processed research summaries into agent knowledge bases165- Enable semantic search across all indexed VC research166- Auto-tag research with relevant protocol/token identifiers167168### Strategy Templates169- Generate investment strategy templates from VC thesis170- Create "Follow the Smart Money" style research agents171- Build trend-tracking dashboards from research signals172173### Builtin Tool Integration174- Use `sperax-research-intel` tool for real-time research queries175- Combine with `sperax-crypto-news` for thesis + news correlation176- Cross-reference with `sperax-defi-analytics` for validation177178### Community Feed179- Share weekly VC research digests in community feed180- Enable discussion threads on specific research findings181- Track which research predictions play out over time
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