Do it once. Run it forever.

DeepWork turns a task you've done once with your agent into a repeatable, quality-gated workflow, in about ten minutes.

$ claude plugin marketplace add Unsupervisedcom/deepwork
$ claude plugin install deepwork@deepwork-plugins

Results

Measured on 104 real tasks.

On the AgentIF-OneDay benchmark, the same agent running DeepWork workflows failed less and repeated better. Both readouts below publish the full method.

• 36% fewer zero-score failures with DeepWork workflows
• 2.4× tighter run-to-run consistency on the same tasks

How it works

01 Workflows

Jobs run step by step through an MCP server. Quality gates block progression until reviewer agents pass the output — the agent cannot skip ahead.

02 Reviews

Declare rules in .deepreview files, scoped like .gitignore. One command diffs your branch and dispatches parallel reviewers: code, docs, prompts, migrations, anything.

03 DeepSchemas

File-level contracts validated at write time via hooks. Agents get instant feedback before a bad file ever reaches review.

Artifact

Anything you can describe, you can enforce.

Rules live in version control next to the code they guard. When a review passes, it's cached: nothing re-runs until a watched file changes.

file · .deepreview

# .deepreview
python_best_practices:
  description: "Review Python files for code quality."
  match:
    include: ["**/*.py"]
    exclude: ["tests/**"]
  review:
    strategy: individual
    instructions: |
      Check for proper error handling, consistent naming,
      and no hardcoded secrets.

security_audit:
  description: "Full security review when auth code changes."
  match:
    include: ["src/auth/**/*.py"]
  review:
    strategy: all_changed_files
    instructions: |
      Auth code changed. Review ALL changed files for
      security regressions and leaked credentials.

Quickstart

Install it, do the task once, name it.

$ claude plugin marketplace add Unsupervisedcom/deepwork
$ claude plugin install deepwork@deepwork-plugins
$ claude "/deepwork:new_user"
# then, after doing any task once:
> /deepwork Create a job called "weekly-report" with a
  workflow that does what we just did

Claude Code: full support. Gemini CLI: partial. More harnesses planned. Source available under BSL 1.1 (free for non-competing use; converts to Apache 2.0 in 2030).