/principle-never-block-on-the-human
Apply when tempted to ask 'should I do X?' on reversible work. Proceed, present the result, let the human course-correct after the fact; reserve confirmation for irreversible actions.
$ npx -y skills add cursor/plugins --skill principle-never-block-on-the-human --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.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/principle-never-block-on-the-human
Context preview
The summary Claude sees to decide when to auto-load this skill.
Apply when tempted to ask 'should I do X?' on reversible work. Proceed, present the result, let the human course-correct after the fact; reserve confirmation for irreversible actions.
SKILL.md
principle-never-block-on-the-human.SKILL.mdname: principle-never-block-on-the-human
description: "Apply when tempted to ask 'should I do X?' on reversible work. Proceed, present the result, let the human course-correct after the fact; reserve confirmation for irreversible actions."
disable-model-invocation: true
Never Block on the Human
The human supervises asynchronously. Agents must stay unblocked: make reasonable decisions, proceed, and let the human course-correct after the fact. Code is cheap. Waiting is expensive.
**Why:** Every permission pause stalls the pipeline and makes the human the bottleneck. Since code changes are reversible and reviewable, a wrong decision usually costs less than blocking.
**Pattern:**
- **Proceed, then present.** Do the work, show the result. Don't ask "should I do X?" Do X, explain why.
- **Reserve questions for genuine ambiguity.** Ask only when you truly cannot infer intent from context.
- **Make the system self-healing.** When you notice a problem, log it and fix it in the next round.
- **Supervision is async.** The human reviews plans, diffs, and changes on their own schedule. Design workflows for review-after-the-fact.
- **Code is cheap, attention is scarce.** A wrong implementation costs minutes to fix. A blocked agent costs the human's attention to unblock.
**Boundaries:**
- **Irreversible actions** (force-push, delete production data, send external messages) still require confirmation.
- **Reversible actions** (write code, edit notes, split tasks) should proceed without blocking.
- **Product direction** comes from the human; *execution* should not block.
Read more
name: principle-never-block-on-the-human description: "Apply when tempted to ask 'should I do X?' on reversible work. Proceed, present the result, let the human course-correct after the fact; reserve confirmation for irreversible actions." disable-model-invocation: true
Never Block on the Human
The human supervises asynchronously. Agents must stay unblocked: make reasonable decisions, proceed, and let the human course-correct after the fact. Code is cheap. Waiting is expensive.
**Why:** Every permission pause stalls the pipeline and makes the human the bottleneck. Since code changes are reversible and reviewable, a wrong decision usually costs less than blocking.
**Pattern:**
- **Proceed, then present.** Do the work, show the result. Don't ask "should I do X?" Do X, explain why.
- **Reserve questions for genuine ambiguity.** Ask only when you truly cannot infer intent from context.
- **Make the system self-healing.** When you notice a problem, log it and fix it in the next round.
- **Supervision is async.** The human reviews plans, diffs, and changes on their own schedule. Design workflows for review-after-the-fact.
- **Code is cheap, attention is scarce.** A wrong implementation costs minutes to fix. A blocked agent costs the human's attention to unblock.
**Boundaries:**
- **Irreversible actions** (force-push, delete production data, send external messages) still require confirmation.
- **Reversible actions** (write code, edit notes, split tasks) should proceed without blocking.
- **Product direction** comes from the human; *execution* should not block.
Official Cursor plugins for popular developer tools, frameworks, and SaaS products. Each plugin is a standalone directory at the repository root with its own .cursor-plugin/plugin.json manifest.
Repo: cursor/plugins
Other skills on cursor-plugins.
- /check-agent-compatibility
Run the full repository compatibility pass: scanner score, startup path, validation loop, and docs reliability.
Open skill - /cli-for-agents
Designs or reviews CLIs so coding agents can run them reliably: non-interactive flags, layered --help with examples, stdin/pipelines, fast actionable errors, idempotency, dry-run, and predictable structure. Use when building a CLI, adding commands, writing --help, or when the
Open skill - /continual-learning
Orchestrate continual learning by delegating transcript mining and AGENTS.md updates to `agents-memory-updater`.
Open skill - /create-plugin-scaffold
Create a new Cursor plugin scaffold with a valid manifest, component directories, and marketplace wiring. Use when starting a new plugin or adding a plugin to a multi-plugin repository.
Open skill - /review-plugin-submission
Audit a Cursor plugin for marketplace readiness. Use when validating manifests, component metadata, discovery paths, and submission quality before publishing.
Open skill - /cursor-sdk
Guide users building apps, scripts, CI pipelines, or automations on top of the Cursor TypeScript SDK (`@cursor/sdk`). Use this skill whenever the user mentions integrating, installing, or writing code against the Cursor SDK; whenever they say `Agent.create`, `Agent.prompt`,
Open skill

