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Personal Task Assistant
Bounded daily AI worker for your task queue
Personal Task Assistant coordinates work between humans and AI agents. Version 0.6.0 added MCP tools, atomic claim, idempotent ingest, evals, agent playbooks, a daily digest, and an opt-in Claude worker that can move completed work to waiting_review but cannot mark tasks done. Development continues beyond 0.6.0, and the next changes will be shared separately.
I posted an earlier version of Personal Task Assistant as an open-source queue for human/AI work.
The project has moved from "show agent-ready tasks" to a more complete handoff loop:
- FastAPI UI/API
- SQLite local setup, Firestore support for hosted deployment
- atomic claim endpoint for Codex-owned tasks
- idempotent ingest with external_id
- MCP server with 9 tools for Claude/Codex-style clients
- deterministic eval process for the MCP tool surface
- AGENTS.md + skills so future agents follow the project contract
- daily digest after explicit schedule installation
- optional Claude work loop
The daily worker is deliberately constrained: it only receives the task_assistant_* MCP tools, has no shell/repo/web, cannot mark tasks done, and can only send completed work back to waiting_review.
The product principle is: humans decide, agents execute, review stays explicit.
Development continues beyond 0.6.0. I will share the next changes separately instead of mixing several releases into one post.
I would appreciate feedback on the safety boundary and the task model.
Repo:
https://github.com/J3d1-fm/Perso...
About Personal Task Assistant on Product Hunt
“Bounded daily AI worker for your task queue”
Personal Task Assistant was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #28 on the daily leaderboard. Personal Task Assistant coordinates work between humans and AI agents. Version 0.6.0 added MCP tools, atomic claim, idempotent ingest, evals, agent playbooks, a daily digest, and an opt-in Claude worker that can move completed work to waiting_review but cannot mark tasks done. Development continues beyond 0.6.0, and the next changes will be shared separately.
On the analytics side, Personal Task Assistant competes within Productivity, Task Management, Artificial Intelligence and GitHub — topics that collectively have 1.3M followers on Product Hunt. The dashboard above tracks how Personal Task Assistant performed against the three products that launched closest to it on the same day.
Who hunted Personal Task Assistant?
Personal Task Assistant was hunted by Philipp Caesar. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Personal Task Assistant including community comment highlights and product details, visit the product overview.
Philipp Caesar