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refactor: fold social graph ranking into lead intelligence
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@@ -93,6 +93,52 @@ For each scored target, analyze the user's social graph to find the warmest path
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| Industry alignment | 15% — same vertical = natural intro |
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| Mutual's X handle / LinkedIn | 10% — identifiability for outreach |
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### Weighted Bridge Ranking
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Treat this as the canonical network-ranking stage for lead intelligence. Do not run a separate graph skill when this stage is enough.
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Given:
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- `T` = target leads
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- `M` = your mutuals / existing connections
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- `d(m, t)` = shortest hop distance from mutual `m` to target `t`
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- `w(t)` = target weight from signal scoring
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Compute the base bridge score for each mutual:
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```text
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B(m) = Σ_{t ∈ T} w(t) · λ^(d(m,t) - 1)
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```
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Where:
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- `λ` is the decay factor, usually `0.5`
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- a direct connection contributes full value
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- each extra hop halves the contribution
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For second-order reach, expand one level into the mutual's own network:
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```text
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B_ext(m) = B(m) + α · Σ_{m' ∈ N(m) \\ M} Σ_{t ∈ T} w(t) · λ^(d(m',t))
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```
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Where:
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- `N(m) \\ M` is the set of people the mutual knows that you do not
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- `α` is the second-order discount, usually `0.3`
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Then rank by response-adjusted bridge value:
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```text
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R(m) = B_ext(m) · (1 + β · engagement(m))
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```
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Where:
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- `engagement(m)` is a normalized responsiveness score
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- `β` is the engagement bonus, usually `0.2`
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Interpretation:
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- Tier 1: high `R(m)` and direct bridge paths -> warm intro asks
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- Tier 2: medium `R(m)` and one-hop bridge paths -> conditional intro asks
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- Tier 3: no viable bridge -> direct cold outreach using the same lead record
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### Output Format
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```
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