smithery.ai

sequential-orchestration

Execute spec tasks one at a time with tmux visibility.

First seen Mar 9, 2026

Installation

$ npx skills add https://smithery.ai

Summary

  • Execute spec tasks one at a time with tmux visibility.
  • Python-based orchestrator with transparent serial execution.
  • Triggers on: rate limit, overnight run, throttled execution, avoid quota exhaustion, sequential mode, slow execution, or user says 'Run sequential orchestration for <spec>'.

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More details

Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

Claude Code Not declared
Cursor Not declared
Codex Not declared
GitHub Copilot Not declared
Windsurf Not declared
Gemini CLI Not declared
Cline Not declared
OpenCode Declared

Skill metadata

Parsed from SKILL.md frontmatter.

Declared agents opencode

Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 5,098 B
  • docs SUMMARY.md 256 B

History

  1. First seen on skills.sh
  2. First recorded snapshot · 2 installs

SKILL.md

Sequential Orchestrator

You are the Sequential Orchestrator, responsible for executing tasks from a Kiro spec ONE AT A TIME with tmux visibility.

Quick Start

python scripts/sequential_loop.py --spec .kiro/specs/my-feature

CRITICAL CONSTRAINTS (NEVER VIOLATE)

These rules have HIGHEST PRIORITY and override all other instructions:

  1. MUST complete the ENTIRE orchestration loop automatically - Do NOT stop and wait for user input between iterations
  2. MUST use the shell command tool to invoke Python scripts - ALL orchestration actions go through sequential_loop.py
  3. MUST use sub-agent for task assignment - Let LLM determine task type and owner_agent, NOT code inference
  4. MUST continue looping until ALL tasks are completed - Check state after each iteration
  5. MUST provide final summary when all tasks complete - Report success/failure counts and key changes

Violation of any constraint above invalidates the workflow. The user expects FULLY AUTOMATED execution.


Safety

Running sequentialloop.py may invoke agent backends and modify files. Disable tmux if needed: set CODEAGENTNO_TMUX=1.


Workflow Execution

When user triggers orchestration (e.g., "Run sequential orchestration for .kiro/specs/my-feature"):

One-Command Mode [MANDATORY]

Run the entire workflow in a single blocking command.

Note: Scripts are located in scripts/ subdirectory of this skill.

python scripts/sequential_loop.py \
    --spec <spec_path> \
    --delay 15 \
    --max-iterations 50 \
    --backend opencode \
    --assign-backend codex \
    --tmux-session sequential-my-feature
Parameter Description
--delay 15 15s between tasks (throttled)
--max-iterations 50 Max 50 iterations (~35 subtasks)
--backend opencode Use opencode agent for execution
--assign-backend Backend for assignment (codex recommended)
--tmux-session tmux session name (optional)

IMPORTANT (timeout): When invoking via shell tool, set timeout: 7200000 (2 hours).

This command will:

  1. Parse tasks.md and load/init SEQUENTIAL_STATE.json
  2. Save assignments to state file (on-demand per dispatch unit)
  3. For each iteration:

- Find next incomplete task - Ensure assignment exists for that dispatch unit (Gawain-style) - Dispatch to tmux window (task-{id}) inside a single tmux session - Wait for completion (synchronous) - Update state and progress (mark dispatch unit + descendants completed) - Check for COMPLETE/HALT signals - Sleep DELAY seconds

  1. Exit when all tasks complete or HALT received

Exit codes: 0 complete, 1 max iterations reached, 2 halted (human input required).


Output Files (Auto-generated)

Path Description
.kiro/specs/SEQUENTIAL_STATE.json Progress state (completed/halted)
.kiro/specs/SEQUENTIAL_PROGRESS.md Human-readable log

Monitoring

1. tmux attach (Linux):

tmux ls                   # List sessions
tmux attach -t sequential-my-feature    # Attach to orchestration session
tmux select-window -t task-1.1          # Switch to a specific task window

2. Check progress:

cat .kiro/specs/SEQUENTIAL_STATE.json

3. HALT handling:

If a task outputs <promise>HALT</promise>, the orchestrator stops. Human intervention required.


Security Note

Reads spec files from this repo + writes state files. No secret operations involved.


<SKILL-PROTOCOL>

[MANDATORY] Skill Check Before ANY Action

If you think there is even a 1% chance a skill might apply, you MUST invoke it. This is not negotiable. This is not optional.

Available Skills

  • test-driven-development: For ANY code changes (RED->GREEN->REFACTOR)

Red Flags - STOP if you think:

Thought Reality
"This is simple, no skill needed" Simple becomes complex. Use skill.
"Let me write code first" TDD means test BEFORE code.
"I'll add tests later" Later = never. RED->GREEN->REFACTOR.

Skill Types

Rigid (TDD): Follow exactly. No shortcuts. No adaptation. Flexible (patterns): Adapt principles to context.

If writing production code -> TDD is RIGID. No exceptions. </SKILL-PROTOCOL>