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Reorganize the user's X and LinkedIn network with review-first pruning, add/follow recommendations, and channel-specific warm outreach drafted in the user's real voice. Use when the user wants to clean up following lists, grow toward current priorities, or rebalance a social graph around higher-signal relationships.
Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents. v2.1 adds project-scoped instincts to prevent cross-project contamination.
Orchestrate building a brand-new feature end to end — research, plan, TDD implementation, review, and gated commit — by delegating each phase to the matching ECC agent. Use when adding a capability that does not exist yet.
Orchestrate bootstrapping a working MVP from a design or spec document — ingest the doc, plan thin vertical slices, scaffold the first end-to-end slice, then TDD-implement, review, and gated commit. Use to turn an SDD/PRD into a running starting point.
Orchestrate altering an existing, working feature to new desired behavior — update its tests to the new spec, change the implementation to match, review, and gated commit. Use when behavior is not broken but should be different.
Orchestrate fixing a bug — reproduce it as a failing regression test, fix to green, review, and gated commit — by delegating each phase to the matching ECC agent. Use when existing behavior is broken or wrong.
Shared orchestration engine for the orch-* skill family. Defines the gated Research-Plan-TDD-Review-Commit pipeline, the size classifier, the agent map, and the two human gates that the orch-* operation skills delegate to. Not usually invoked directly.
| name | connections-optimizer |
| description | Reorganize the user's X and LinkedIn network with review-first pruning, add/follow recommendations, and channel-specific warm outreach drafted in the user's real voice. Use when the user wants to clean up following lists, grow toward current priorities, or rebalance a social graph around higher-signal relationships. |
| origin | ECC |
Reorganize the user's network instead of treating outbound as a one-way prospecting list.
This skill handles:
Collect or infer:
light-pass, default, or aggressiveIf the user does not specify a mode, use default.
x-api for X graph inspection and recent activitylead-intelligence for target discovery and warm-path rankingsocial-graph-ranker when the user wants bridge value scored independently of the broader lead workflowbrand-voice before drafting outboundlight-passdefaultaggressiveUse these positive signals:
Use these negative signals:
Mutuals and real warm-path bridges should be penalized less aggressively than one-way follows.
lead-intelligence plus research surfaces to rank expansion candidates.brand-voice before drafting messages.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:
brand-voice for the reusable voice profilesocial-graph-ranker for the standalone bridge-scoring and warm-path mathlead-intelligence for weighted target and warm-path discoveryx-api for X graph access, drafting, and optional apply flowscontent-engine when the user also wants public launch content around network moves