---
id: daily-connections-optimizer
name: "connections-optimizer"
url: https://skills.yangsir.net/skill/daily-connections-optimizer
author: affaan-m
domain: sales
tags: ["sales", "crm", "social-media", "networking"]
install_count: 3300
rating: 4.40 (12 reviews)
github: https://github.com/affaan-m/everything-claude-code
---

# connections-optimizer

> 优化X和LinkedIn社交网络，清理无效连接、识别高价值路径并批量管理关注和互动策略

**Stats**: 3,300 installs · 4.4/5 (12 reviews)

## Before / After 对比

### 社交网络管理

**Before**:

手动浏览关注列表判断账号质量，逐个取消无效关注和添加新连接，难以识别网络中的高价值节点，网络优化需要数周持续操作

**After**:

自动分析账号活跃度和互动价值，批量清理僵尸关注并推荐高价值连接，识别网络中的关键传播节点，1次操作完成网络优化

| Metric | Before | After | Change |
|---|---|---|---|
| 优化时间 | 14天 | 0.5天 | -96% |

## Readme

# connections-optimizer

# Connections Optimizer

Reorganize the user's network instead of treating outbound as a one-way prospecting list.

This skill handles:

- X following cleanup and expansion

- LinkedIn follow and connection analysis

- review-first prune queues

- add and follow recommendations

- warm-path identification

- Apple Mail, X DM, and LinkedIn draft generation in the user's real voice

## When to Activate

- the user wants to prune their X following

- the user wants to rebalance who they follow or stay connected to

- the user says "clean up my network", "who should I unfollow", "who should I follow", "who should I reconnect with"

- outreach quality depends on network structure, not just cold list generation

## Required Inputs

Collect or infer:

- current priorities and active work

- target roles, industries, geos, or ecosystems

- platform selection: X, LinkedIn, or both

- do-not-touch list

- mode: `light-pass`, `default`, or `aggressive`

If the user does not specify a mode, use `default`.

## Tool Requirements

### Preferred

- `x-api` for X graph inspection and recent activity

- `lead-intelligence` for target discovery and warm-path ranking

- `social-graph-ranker` when the user wants bridge value scored independently of the broader lead workflow

- Exa / deep research for person and company enrichment

- `brand-voice` before drafting outbound

### Fallbacks

- browser control for LinkedIn analysis and drafting

- browser control for X if API coverage is constrained

- Apple Mail or Mail.app drafting via desktop automation when email is the right channel

## Safety Defaults

- default is review-first, never blind auto-pruning

- X: prune only accounts the user follows, never followers

- LinkedIn: treat 1st-degree connection removal as manual-review-first

- do not auto-send DMs, invites, or emails

- emit a ranked action plan and drafts before any apply step

## Platform Rules

### X

- mutuals are stickier than one-way follows

- non-follow-backs can be pruned more aggressively

- heavily inactive or disappeared accounts should surface quickly

- engagement, signal quality, and bridge value matter more than raw follower count

### LinkedIn

- API-first if the user actually has LinkedIn API access

- browser workflow must work when API access is missing

- distinguish outbound follows from accepted 1st-degree connections

- outbound follows can be pruned more freely

- accepted 1st-degree connections should default to review, not auto-remove

## Modes

### `light-pass`

- prune only high-confidence low-value one-way follows

- surface the rest for review

- generate a small add/follow list

### `default`

- balanced prune queue

- balanced keep list

- ranked add/follow queue

- draft warm intros or direct outreach where useful

### `aggressive`

- larger prune queue

- lower tolerance for stale non-follow-backs

- still review-gated before apply

## Scoring Model

Use these positive signals:

- reciprocity

- recent activity

- alignment to current priorities

- network bridge value

- role relevance

- real engagement history

- recent presence and responsiveness

Use these negative signals:

- disappeared or abandoned account

- stale one-way follow

- off-priority topic cluster

- low-value noise

- repeated non-response

- no follow-back when many better replacements exist

Mutuals and real warm-path bridges should be penalized less aggressively than one-way follows.

## Workflow

- Capture priorities, do-not-touch constraints, and selected platforms.

- Pull the current following / connection inventory.

- Score prune candidates with explicit reasons.

- Score keep candidates with explicit reasons.

- Use `lead-intelligence` plus research surfaces to rank expansion candidates.

- Match the right channel:

X DM for warm, fast social touch points

- LinkedIn message for professional graph adjacency

- Apple Mail draft for higher-context intros or outreach

- Run `brand-voice` before drafting messages.

- Return a review pack before any apply step.

## Review Pack Format

```
CONNECTIONS OPTIMIZER REPORT
============================

Mode:
Platforms:
Priority Set:

Prune Queue
- handle / profile
  reason:
  confidence:
  action:

Review Queue
- handle / profile
  reason:
  risk:

Keep / Protect
- handle / profile
  bridge value:

Add / Follow Targets
- person
  why now:
  warm path:
  preferred channel:

Drafts
- X DM:
- LinkedIn:
- Apple Mail:

```

## Outbound Rules

- Default email path is Apple Mail / Mail.app draft creation.

- Do not send automatically.

- Choose the channel based on warmth, relevance, and context depth.

- Do not force a DM when an email or no outreach is the right move.

- Drafts should sound like the user, not like automated sales copy.

## Related Skills

- `brand-voice` for the reusable voice profile

- `social-graph-ranker` for the standalone bridge-scoring and warm-path math

- `lead-intelligence` for weighted target and warm-path discovery

- `x-api` for X graph access, drafting, and optional apply flows

- `content-engine` when the user also wants public launch content around network moves

Weekly Installs520Repository[affaan-m/everyt…ude-code](https://github.com/affaan-m/everything-claude-code)GitHub Stars152.8KFirst Seen11 days agoSecurity Audits[Gen Agent Trust HubPass](/affaan-m/everything-claude-code/connections-optimizer/security/agent-trust-hub)[SocketPass](/affaan-m/everything-claude-code/connections-optimizer/security/socket)[SnykWarn](/affaan-m/everything-claude-code/connections-optimizer/security/snyk)Installed oncodex483opencode460gemini-cli455cursor455antigravity455kimi-cli454

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*Source: https://skills.yangsir.net/skill/daily-connections-optimizer*
*Markdown mirror: https://skills.yangsir.net/api/skill/daily-connections-optimizer/markdown*