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TaskMesh helps participants complete recurring work, submit in the right format, and receive rubric-based feedback while leaders keep cohorts organized and visible.
Primary users
Participants + leaders
One product for both sides of the workflow
Submission formats
Text, code, media
Supports the output type each task needs
Feedback model
AI rubric review
Structured guidance after each submission
Workspace map
Everything stays in one flow
Initiatives
Organize cohorts, rules, and cadence.
Tasks
Publish recurring work with clear due dates.
Submissions
Handle text, code, files, audio, and video.
Evaluation
Turn AI review into structured feedback.
Attention layer
What needs action next
Today
Task due
Feedback
Review ready
Leaders
Cohort health
Why TaskMesh
The product is organized around the actual workflow: assign, submit, evaluate, improve, and report.
Recurring work, due dates, completion state, and supported submission types stay obvious at every step.
AI evaluation is presented as a report with scores, strengths, and next-step guidance.
Progress, streaks, ranking, and skill trends live in one consistent dashboard.
Invite-only pods keep cohorts focused without exposing the rest of the workspace.
Spot engagement gaps, watch initiative health, and triage attention with clarity.
Reminders, feedback, announcements, and system updates are categorized in one place.
How it works
TaskMesh is designed so participants know what to do next and leaders know what needs attention.
01
Pick a cohort or receive an invite from a leader.
02
Work in text, code, media, or files as needed.
03
The submission moves through a clear evaluation state.
04
Dashboards, streaks, and analytics update in one place.
Initiative examples
The same structure supports different skills without changing the mental model.
Daily structured coding drills with AI feedback on correctness and clarity.
Members
248
Difficulty
Medium
Duration
30 days
Completion
91%
Short speaking prompts, voice uploads, rubric-based scoring, and peer practice.
Members
186
Difficulty
Hard
Duration
21 days
Completion
87%
Habit tracking for fitness, reading, and life routines with accountability pods.
Members
94
Difficulty
Easy
Duration
14 days
Completion
96%
Timed practice sets with adaptive difficulty and automated weakness analysis.
Members
322
Difficulty
Medium
Duration
45 days
Completion
79%
Participants get clear next actions and trusted feedback. Leaders get health, engagement, and initiative management in the same system.