quick-start

An interactive introduction to MCP Task Orchestrator, a system for planning and tracking coding work across sessions. It adapts its guidance to whether the project already has tracked tasks.

In plain words
What is it for?
Use it when setting up a workspace, learning the first steps, checking existing work, or understanding what the task-tracking system can do.
Why use it?
It helps new users understand how planning, persistent task records, and the MCP connection fit together without needing prior knowledge of the system.

Skill for Claude CodeCodex

Part of the task-orchestrator plugin — 15 skills shipped together

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/jpicklyk/task-orchestrator/quick-start
Any agent
npx skills add jpicklyk/task-orchestrator --skill quick-start
Clone the repo
git clone --depth 1 https://github.com/jpicklyk/task-orchestrator

Made for: Claude Code, Codex.

Or install task-orchestrator, the plugin that ships this one along with the rest of its 15 skills.

Per session 82 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,016 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00082 $0.04016
Opus 5 $0.00041 $0.02008
Sonnet 5 $0.00016 $0.00803
Haiku 4.5 $0.00008 $0.00402

Measured 3d ago against content hash a7e7c9d1ce23, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

quick-start scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 3d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

claude-plugins/task-orchestrator/skills/quick-start/SKILL.md · 310 lines

How it starts

The opening of the file, as written. The whole thing — 310 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Quick Start — MCP Task Orchestrator

Interactive onboarding that teaches by doing. Detects your workspace state and adapts.

Step 1: Detect Workspace State

Resolve the project rootId first: check session context for a rootId injected by the SessionStart hook, or read .taskorchestrator/config.yaml's top-level project.rootId (a file read, not an MCP call).

Call the health check to determine which path to follow:

get_context()

When a rootId is known, pass it to scope the check to this project: get_context(ancestorId="<rootId>"). When no rootId is known — the common case for a truly fresh workspace, or one that hasn't been bootstrapped yet — call unscoped exactly as shown.

If no active or stalled items exist — follow the Fresh-Start Path (Steps 2-8). If active items exist — follow the Orientation Path (Steps A-C).


Step 1.5: Project Anchor Bootstrap (if needed)

Before following either path, check whether this workspace has a project anchor yet:

  • If .taskorchestrator/config.yaml does not exist at all, skip this step — that's the truly fresh workspace covered by the Fresh-Start Path below. Bootstrap can happen on a later run once a config file exists (e.g., after /manage-schemas creates one).
  • If .taskorchestrator/config.yaml exists and already has a top-level project: block, read its rootId and use it for scoping throughout this session — no bootstrap needed.
  • If .taskorchestrator/config.yaml exists but has no project: block, offer to create one via AskUserQuestion: "This workspace doesn't have a project anchor yet — want me to create one? It lets /work-summary, /create-item, and other skills scope to just this project if multiple projects ever share the same database."

If the user accepts:

  1. Determine a project name — from $ARGUMENTS, conversation context, or by asking.
  2. Create the anchor item at depth 0:
    manage_items(operation="create", items=[{title: "<project name>", type: "project", priority: "low"}])
    
  3. Write the canonical block into .taskorchestrator/config.yaml:
    project:
      rootId: "<created-item-uuid>"
      name: "<project name>"
    
  4. Older servers may not expose it, so check the tool list before calling — if a manage_project_config tool is available, push the full current file text (not just the project: block — the server never reads that block itself; see references/config-format.md → Project Scoping) so per-root schema resolution picks it up immediately without waiting on a config reload:
    manage_project_config(operation="push", rootId="<created-item-uuid>", configYaml="<full current file text from step 3>")
    
    • Success → the returned fingerprint confirms the push landed; re-pushing identical content later returns the same fingerprint (idempotent).
    • VALIDATION_ERROR → surface the parse error to the user; the config.yaml write from step 3 is already saved locally, so nothing is lost — tell them to fix the file and retry the push (or run /manage-schemas validate).
    • CONFLICT_ERROR (superseded) → the local file is older than the server's stored config (rare during onboarding — usually means another checkout already synced a newer version). Fetch the server's copy with manage_project_config(operation="get", ...) and reconcile, or pass force: true if overwriting is intentional.
    • A warning field → relay it to the user (non-fatal).

Read the full file on GitHub · 310 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 3d ago First seen · 310 lines · 82 tokens per session scan A a7e7c9d1ce23

Subscribe to this mod's changes

quick-start is a skill published in the GitHub repository jpicklyk/task-orchestrator (205 stars, last pushed 29d ago), licensed MIT. It adds 82 tokens to every session and 4,016 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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