/steer-language-model-behavior
Implement and evaluate activation steering, representation engineering, logit changes, or weight-space interventions. Use when changing model behavior without ordinary fine-tuning or sweeping layer, strength, and persistence choices.
$ npx -y skills add gaelic-ghost/socket --skill steer-language-model-behavior --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.
- You can call itInvoke it directly when you want it.
- Slash command
/steer-language-model-behavior
Context preview
The summary Claude sees to decide when to auto-load this skill.
Implement and evaluate activation steering, representation engineering, logit changes, or weight-space interventions. Use when changing model behavior without ordinary fine-tuning or sweeping layer, strength, and persistence choices.
The macOS Marketplace for Codex Promo audio: Socket Codex Marketplace Promo
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Assign worktree, branch, thread, artifact, write, validation, integration, and cleanup ownership before parallel repository work. Use when launching or resuming a worker that will inspect or modify repository state outside the coordinator's single worktree.
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Open skill - /design-agent-eval-workflow
Design evaluation workflows for agent, skill, prompt, and automation behavior before implementation. Use when choosing eval cases, graders, thresholds, regression runs, full-auto gates, or escalation points for Codex skills, repo-local agents, OpenAI Agents SDK services,
Open skill - /design-n8n-agent-workflow
Design safe n8n workflows with deterministic routing, credentials, idempotency, recovery, local-model checks, drafts, and exact approval gates.
Open skill - /orchestrate-agent-work
Coordinate bounded work across in-run subagents or worker tasks. Use before spawning, resuming, steering, cancelling, or closing workers when the coordinator needs a structured launch envelope, required report-back, escalation, and synthesis contract.
Open skill