{
 "schema_version": 1,
 "generated": "2026-10-20",
 "id": "cocofhu-grasp--run-one-project-through-clarify-implement-review",
 "repo": "cocofhu/grasp",
 "repo_url": "https://github.com/cocofhu/grasp",
 "repo_slug": "cocofhu-grasp",
 "title": "Run a coding task from one sentence to a reviewed change",
 "page_title": "How to run a coding task from one sentence to a reviewed change with Grasp",
 "summary": "Start a task from one prompt and approve the spec and diff at a human gate.",
 "who": "A solo developer switching between several projects who wants an agent to clarify, build, and test a feature before reviewing it.",
 "problem": "Switching between IDEs makes it hard to track which project is running and where it stopped, and long agent chat logs bury the real changes.",
 "outcome": "A run that clarifies scope, implements and tests the change, then pauses at a gate where the developer approves or rejects it from the inbox.",
 "steps": [
  "Run `git clone https://github.com/cocofhu/grasp.git` and then `cd grasp`",
  "Run `./start.sh -d` and open the Web UI",
  "Sign in with the demo account, then in the setup wizard select an agent backend and save its API key",
  "Start a run from the home page with a single prompt",
  "When the run pauses at a human gate, review the spec, preview page, or code diff in the inbox and approve or reject"
 ],
 "agent_prompt": "Using the Grasp repo (cocofhu/grasp), start a run for <task description> from the home page of a local Grasp instance. Confirm the run reaches the human gate, then report the spec and the code diff summary the reviewer will see.",
 "agents": [
  "claude-code",
  "codex",
  "cursor"
 ],
 "difficulty": "Intermediate",
 "time": "60 minutes",
 "basis": "readme",
 "caveat": "This release requires a fresh install with an empty database and data directory, and the default login admin / demo1234 is for local evaluation only.",
 "category": "Software and DevOps",
 "tags": [
  "Software and DevOps"
 ],
 "lang": "typescript",
 "requirements": [
  "A Linux host with Git, Docker, and Docker Compose installed",
  "An API key for at least one supported agent backend, or a ~/.codex/auth.json login for codex",
  "Optional Git credentials if agents should push branches or open PRs or MRs"
 ],
 "risk": "sensitive",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": true,
 "score": 1.0,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/cocofhu-grasp/run-one-project-through-clarify-implement-review/",
 "md": "https://dedupedai.com/use-cases/cocofhu-grasp/run-one-project-through-clarify-implement-review/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/cocofhu-grasp--run-one-project-through-clarify-implement-review.json",
 "api_version": "v1"
}