{
 "schema_version": 1,
 "generated": "2026-10-20",
 "repo": "Vuk97/forward-implementation-first",
 "name": "forward-implementation-first",
 "owner": "Vuk97",
 "slug": "vuk97-forward-implementation-first",
 "github": "https://github.com/Vuk97/forward-implementation-first",
 "what": "A Markdown agent skill, installed with a shell script, that makes coding agents ship real work first and skip self-invented bookkeeping like hashes, locks, and receipts.",
 "why": "",
 "language": "Shell",
 "requirements": [
  "git installed, to clone the repository",
  "A shell that can run ./install.sh",
  "Claude Code, Codex, or another agent that loads skills from a skills directory",
  "A staged pipeline or repository where the agent works over several steps"
 ],
 "audience_note": "Engineers who run long, staged agent pipelines or multi-session agent work on one repository and want the agent to stop stalling on metadata.",
 "risk": "none",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Software and DevOps",
 "url": "https://dedupedai.com/use-cases/vuk97-forward-implementation-first/",
 "use_case_count": 4,
 "use_cases": [
  {
   "id": "vuk97-forward-implementation-first--unblock-stalled-pipeline-stage",
   "title": "Unblock a pipeline stage stalled by a stale marker",
   "best": true,
   "url": "https://dedupedai.com/use-cases/vuk97-forward-implementation-first/unblock-stalled-pipeline-stage/",
   "json": "https://dedupedai.com/use-cases/u/vuk97-forward-implementation-first/unblock-stalled-pipeline-stage.json"
  },
  {
   "id": "vuk97-forward-implementation-first--keep-agent-shipping-features",
   "title": "Keep an agent building features over multi-day roadmaps",
   "best": false,
   "url": "https://dedupedai.com/use-cases/vuk97-forward-implementation-first/keep-agent-shipping-features/",
   "json": "https://dedupedai.com/use-cases/u/vuk97-forward-implementation-first/keep-agent-shipping-features.json"
  },
  {
   "id": "vuk97-forward-implementation-first--coordinate-parallel-agents-one-writer",
   "title": "Coordinate parallel agents with one writer for publication",
   "best": false,
   "url": "https://dedupedai.com/use-cases/vuk97-forward-implementation-first/coordinate-parallel-agents-one-writer/",
   "json": "https://dedupedai.com/use-cases/u/vuk97-forward-implementation-first/coordinate-parallel-agents-one-writer.json"
  },
  {
   "id": "vuk97-forward-implementation-first--install-skill-for-coding-agents",
   "title": "Install the skill for Claude Code and Codex",
   "best": false,
   "url": "https://dedupedai.com/use-cases/vuk97-forward-implementation-first/install-skill-for-coding-agents/",
   "json": "https://dedupedai.com/use-cases/u/vuk97-forward-implementation-first/install-skill-for-coding-agents.json"
  }
 ],
 "disclaimer": "Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk."
}