Formatted SKILL.md (raw)
Copy .md Target Competition Skill
Comprehensive competitive landscape analysis for targets.
Quick Start
/target-compete EGFR --full
/competition "KRAS G12C" --include pipeline,patents,market
/landscape --target "PD-1" --by-phase
Competition Dimensions
1. Approved Drugs
Metric
Analysis
Number approved
Competitive intensity
Classes/mechanisms
Differentiation opportunities
First-in-class
Innovation level
Generics/biosimilars
Erosion risk
Market share leaders
Key competitors
2. Pipeline Drugs
Metric
Analysis
Phase 3
Near-term competition
Phase 2
Mid-term competition
Phase 1
Future competition
Novel mechanisms
Innovation potential
3. Company Coverage
Metric
Analysis
Big Pharma
Institutional interest
Biotech
Innovation sources
Emerging markets
Global competition
4. Patent Landscape
Metric
Analysis
Active patents
IP barriers
Expiration timeline
FTO timeline
White space
Opportunity areas
Output Structure
# Target Competition: KRAS G12C
## Competitive Landscape Summary
| Dimension | Assessment |
|-----------|------------|
| Approved drugs | 2 (Sotorasib, Adagrasib) |
| Pipeline drugs | 15 |
| Active companies | 18 |
| Patent density | Medium |
| Market maturity | Early-growth |
**Overall Competition**: Medium-High
## Approved Drugs
| Drug | Company | Approval Year | Sales (2023) | Market Share |
|------|---------|--------------|---------------|--------------|
| Sotorasib | Amgen | 2021 | $0.8B | 45% |
| Adagrasib | Mirati | 2022 | $0.2B | 15% |
| Others (off-label) | Various | - | $0.5B | 40% |
## Pipeline Analysis
### Phase 3
| Drug | Company | Differentiation | Timeline |
|------|---------|-----------------|----------|
| GDC-6036 | Gilead | CNS-penetrant | 2025 |
| JDQ443 | J&J | Combination | 2026 |
### Phase 2
| Drug | Company | Differentiation |
|------|---------|-----------------|
| RMC-6236 | Revolution | Oral macrocycle |
| BI 1701963 | Boehringer | Pan-KRAS |
### Phase 1
| Drug | Company | Novel Mechanism |
|------|---------|-----------------|
| 4 compounds | Various | Degraders |
| 3 compounds | Various | Allosteric |
## Company Analysis
### Big Pharma Activity
| Company | Pipeline | Strategy |
|----------|----------|----------|
| Amgen | 2 assets | Market leader |
| Mirati | 2 assets | Innovation |
| J&J | 3 assets | Multiple approaches |
| Roche | 2 assets | Combinations |
### Biotech Activity
| Company | Pipeline | Focus |
|----------|----------|-------|
| Revolution Medicine | 2 assets | Oral macrocycle |
| Kura Oncology | 1 asset | Selective inhibitor |
| BridgeBio | 2 assets | Different indications |
## Patent Landscape
| Metric | Value |
|--------|-------|
| Active patents (US) | 45 |
| Key patents expiring | 2033-2037 |
| Freedom to operate | Challenging |
| White space | Allosteric, degraders |
## Differentiation Opportunities
### Unmet Needs
1. **CNS penetration**: Current drugs don't reach brain mets
2. **Resistance mutations**: G12D, Y96D emerging
3. **Combination therapy**: With SHP2, SOS1
4. **Pan-KRAS**: Beyond G12C
### White Space
| Area | Competition | Opportunity |
|------|-------------|------------|
| CNS-penetrant | Low | High |
| G12D inhibitors | Medium | Medium |
| Pan-KRAS | Medium | Medium |
| Degraders | Low | High (early) |
| Allosteric | Low | Medium |
## Market Dynamics
### Market Evolution
2020: No approved drugs
2021: Sotorasib approval (first-in-class)
2022: Adagrasib approval (second-in-class)
2023-2025: Generics, biosimilars enter
2026+: Next-generation launch (CNS, combinations)
### Future Outlook
| Year | Event | Impact |
|------|--------|--------|
| 2025 | GDC-6036 launch | CNS opportunity |
| 2027 | Key patents expire | Generic entry |
| 2028 | Multiple 4th-gen | Market fragmentation |
## Strategic Recommendations
### For New Entrants
**Avoid**: Me-too G12C inhibitors (crowded)
**Consider**:
- CNS-penetrant molecules
- Resistance mutation coverage
- Novel mechanisms (degraders, covalent allosteric)
- Combination approaches
**Differentiation Strategies**:
1. **CNS penetration**: Brain metastasis indication
2. **Pan-KRAS**: Broad mutation coverage
3. **Combination-first**: Co-develop with SHP2/SOS1
4. **Resistance-focused**: Target emerging mutations
Competition Scoring
Market Maturity Index
Score
Description
Strategy
1
Novel target, no competition
First-in-class opportunity
2
Early competition
Fast follow opportunity
3
Multiple approved
Differentiation needed
4
Crowded, generics
Avoid or niche focus
Competitive Intensity
Dimension
Weight
Score
Approved drugs
30%
3/5
Pipeline diversity
25%
4/5
Patent density
20%
3/5
Company interest
15%
5/5
Innovation rate
10%
4/5
Overall : 3.8/5 (High competition)
Running Scripts
# Full competitive analysis
python scripts/target_competition.py KRAS --full
# Pipeline only
python scripts/target_competition.py EGFR --pipeline
# Patent landscape
python scripts/target_competition.py ALK --patents
# Company breakdown
python scripts/target_competition.py BRAF --companies
Reference
Best Practices
Include off-label : Approved drugs used in other indications
Track discontinued : Why did programs fail?
Assess innovation quality : Not all Phase 1s equal
Monitor startups : Often most innovative
Check conference abstracts : Early pipeline visibility
Common Pitfalls
Pitfall
Solution
Ignoring off-label use
Include real-world usage
Over-counting pipeline
Track active programs only
Missing discontinued
Check for terminated trials
Late-stage blind spot
Monitor conference abstracts
Geographic bias
Include China, Japan, EU