task-orchestrator

Autonomous multi-agent task orchestration with dependency analysis, parallel tmux/Codex execution, and self-healing heartbeat monitoring. Use for large projects with multiple issues/tasks that need coordinated parallel execution.

Install with Tessl CLI

npx tessl i github:jdrhyne/agent-skills --skill task-orchestrator

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Review — 81%

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Validation — 9 / 11 Passed

Validation for skill structure

SKILL.md

Review

Evals

Evaluation results

87%

46%

Multi-Agent Build Orchestration Plan

Task manifest structure and dependency planning

Criteria

Without context

With context

Manifest top-level fields

12%

100%

Model value

100%

modelTier value

100%

Task status field

100%

Task required fields

25%

100%

Same-file sequential rule

100%

Different-file parallel rule

100%

Phase gate structure

100%

Working directory naming

37%

Issue fetch command

100%

Socket field in manifest

Phases named

25%

100%

Without context: $0.2813 · 1m 1s · 12 turns · 54 in / 4,355 out tokens

With context: $0.3985 · 1m 23s · 17 turns · 344 in / 5,270 out tokens

100%

60%

Orchestration Health Monitor

Heartbeat monitoring and self-healing

Criteria

Without context

With context

Tmux socket flag

100%

Stall threshold value

100%

Completion pattern detection

30%

100%

Input-wait self-heal

70%

100%

Error self-heal with log capture

100%

Unpushed commit detection

100%

Orchestrator pushes externally

100%

Cron schedule value

100%

Capture-pane range

100%

Manifest update

100%

Without context: $0.5166 · 2m 18s · 14 turns · 14 in / 10,565 out tokens

With context: $0.4890 · 1m 57s · 17 turns · 16 in / 7,458 out tokens

68%

37%

Launch Automated Multi-Agent Coding Session

Orchestration launch configuration

Criteria

Without context

With context

Config.toml for model

100%

Codex --yolo flag

100%

Worktree branch naming

80%

100%

Tmux socket path

100%

Atomic commit instruction

Push early instruction

PR title format

12%

PR body closes issue

Cleanup kills tmux server

100%

Cleanup removes worktrees

100%

Cleanup removes workdir

100%

Issue number in Codex prompt

100%

Without context: $0.3828 · 1m 40s · 13 turns · 13 in / 7,216 out tokens

With context: $0.4388 · 1m 25s · 16 turns · 17 in / 5,463 out tokens

Evaluated: 3 days ago
Agent: Claude Code

Table of Contents

Multi-Agent Build Orchestration Plan Orchestration Health Monitor Launch Automated Multi-Agent Coding Session

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