Agent skill

Nav Pilot

by qf-studio in qf-studio/navigator

Dispatch a Navigator task doc to Pilot as a labeled GitHub issue.

MITAuto-check: notesAgent Workflows

Install Nav Pilot

skills CLI
$ npx skills add qf-studio/navigator --skill nav-pilot -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install qf-studio/navigator nav-pilot --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/qf-studio/navigator.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/nav-pilot .claude/skills/nav-pilot && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
nav-pilot
GitHub stars
355
Token cost
~1.3k tokens
SKILL.md length
549 words
Files
1
Skills in repo
32
Repo updated
First seen
Licence
MIT

At a glance

Dispatch a Navigator task doc to Pilot as a labeled GitHub issue.

  • Works in 7 steps: Resolve the Target Task Doc → Load Pilot Config → Build the Command → …
  • User says dispatch TASK-XX to Pilot
  • SKILL.md covers When to Invoke, Execution Steps, Error Handling and Success Criteria, plus 1 more section
  • Calls gh

What it does

Nav Pilot is an agent skill from qf-studio/navigator. Dispatch a Navigator task doc to Pilot as a labeled GitHub issue. Use when user says "dispatch TASK-XX to Pilot", "hand off to Pilot", "send to Pilot", or "queue for Pilot". One-way handoff (Navigator authors the spec, Pilot executes autonomously).

Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Agent Workflows. It works with GitHub. The repository describes itself as: Finish What You Start — Context engineering for Claude Code. Sessions last 20+ exchanges instead of crashing at 7. The licence is MIT.

When your agent uses it

  • User says dispatch TASK-XX to Pilot
  • Hand off to Pilot
  • Queue for Pilot

Example prompts

  • “dispatch TASK-XX to Pilot”
  • “hand off to Pilot”
  • “send to Pilot”
  • “/nav-pilot”

Requirements

  • Pre-approved tools (allowed-tools): Read, Edit, Bash, Glob

Workflow steps

7 steps, taken from the step headings in SKILL.md.

  1. Resolve the Target Task Doc
  2. Load Pilot Config
  3. Build the Command
  4. Pre-flight Confirmation (ToM Checkpoint — high-stakes)
  5. Dispatch
  6. Record Back Into the Doc
  7. Confirm

What it can do on your machine

Read from SKILL.md and the folder at commit 3bb9eac. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Edit
    • Bash
    • Glob

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • gh

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md. Its commands use gh, which can reach the network depending on how they are called.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Nav Pilot loads about 1.3k tokens when it runs. Until then it costs about 65 tokens; SKILL.md has 549 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~65
When it runs · the whole SKILL.md, loaded when a task matches
~1.3k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
    allowed-tools: Read, Edit, Bash, Glob

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from qf-studio/navigator at commit 3bb9eac, republished under its MIT licence (© qf-studio). 549 words, ~1,262 tokens.

Download SKILL.mdSave it as .claude/skills/nav-pilot/SKILL.md (or your agent's skills folder).
name
nav-pilot
description
Dispatch a Navigator task doc to Pilot as a labeled GitHub issue. Use when user says "dispatch TASK-XX to Pilot", "hand off to Pilot", "send to Pilot", or "queue for Pilot". One-way handoff (Navigator authors the spec, Pilot executes autonomously).
allowed-tools
Read, Edit, Bash, Glob
version
1.0.0

Navigator → Pilot Dispatch Skill

Hand a finished Navigator task doc off to Pilot by creating the pilot-labeled GitHub issue Pilot polls, then record the issue back into the doc.

This skill does NOT validate the doc. Spec checking is Pilot's job (its spec_validator). nav-pilot only resolves the doc, creates the labeled issue, and records the result. It consumes what nav-task authored — it does not author or archive docs itself.

When to Invoke

Invoke when the user says:

  • "Dispatch TASK-XX to Pilot"
  • "Hand this off to Pilot" / "send to Pilot"
  • "Queue TASK-XX for Pilot" / "create the Pilot issue"

DO NOT invoke when:

  • User is authoring/archiving a task doc (that's nav-task)
  • User wants Pilot worker status (out of scope — this skill is one-way)
  • No task doc exists yet (tell them to create one with nav-task first)

Execution Steps

Step 1: Resolve the Target Task Doc
  • Explicit ID ("TASK-07"): use .agent/tasks/TASK-07-*.md.
  • No ID: pick the active/in-progress task. If ambiguous, list candidates (ls .agent/tasks/*.md) and ask which one.
  • If the file does not exist, stop and tell the user to author it first.

Read the doc and extract:

  • Title = the first H1 (# TASK-XX: <name>), stripped of the TASK-XX: prefix if present (or keep the full H1 — match what Pilot expects).
  • Body file path = the doc itself (passed via --body-file, never inlined).
Step 2: Load Pilot Config

Read pilot from .agent/.nav-config.json:

json
"pilot": {
  "enabled": true,
  "label": "pilot",
  "repo": null
}
  • label (default "pilot"): the label Pilot polls for.
  • repo (default null): target owner/name. When null, gh uses the current git repository's origin — do NOT pass --repo.

If pilot.enabled is false, stop and tell the user to enable it.

Step 3: Build the Command
bash
gh issue create \
  --title "<H1 title>" \
  --label "<pilot.label>" \
  --body-file ".agent/tasks/TASK-XX-<slug>.md" \
  [--repo "<pilot.repo>"]   # only when pilot.repo is set
Step 4: Pre-flight Confirmation (ToM Checkpoint — high-stakes)

Creating a GitHub issue is an outward-facing action. ALWAYS confirm first:

About to dispatch to Pilot:
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Repo:  <pilot.repo or "current origin (gh default)">
Title: <H1 title>
Label: <pilot.label>
Body:  .agent/tasks/TASK-XX-<slug>.md (<N> lines)

Command:
  gh issue create --title "..." --label "pilot" --body-file "..."
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Create this issue? [Enter to dispatch / "dry-run" / corrections]

--dry-run mode: if the user asked for a dry run (or says "dry-run" here), print the exact gh command and STOP. Do not execute.

Show full SKILL.md (238 more words)Show less
Step 5: Dispatch

Run the gh issue create command. Capture the returned issue URL from stdout (gh issue create prints the URL on success).

If gh fails:

  • not authenticated → tell the user to run gh auth login
  • label missing on the repo → offer gh label create pilot
  • no git remote / repo not found → ask for pilot.repo in config
Step 6: Record Back Into the Doc

Edit the task doc:

  • Add the issue URL under ## Refs: - Pilot issue: <url>
  • Update the status line to **Status**: 🚀 Dispatched to Pilot.
  • Update **Last Updated**: to today.
Step 7: Confirm
✅ Dispatched to Pilot

Issue:  <url>
Label:  pilot
Task:   TASK-XX — <title>

Recorded back into .agent/tasks/TASK-XX-<slug>.md (status → 🚀 Dispatched).
Pilot will pick it up on its next poll of `pilot`-labeled issues.

If the knowledge graph is enabled, the Edit will sync via the normal PostToolUse hook — no extra action needed.

Error Handling

SituationResponse
No task doc foundAsk which task; suggest nav-task to create one
pilot.enabled: falseStop; tell user to enable in .nav-config.json
gh not authenticatedPrompt gh auth login
pilot label missingOffer gh label create pilot
No remote / repo unknownAsk user to set pilot.repo

Success Criteria

  • Correct task doc resolved and H1 used as the issue title
  • Pre-flight confirmation shown before any network call
  • --dry-run prints the command without executing
  • Issue created with the pilot label
  • Issue URL recorded back into the doc; status → 🚀 Dispatched

Notes

  • One-way by design: monitoring Pilot workers and pulling results back are out of scope (see .agent/tasks/TASK-54-nav-pilot-dispatch-skill.md).
  • Validation is intentionally absent — Pilot's spec_validator owns that.
  • Pairs with nav-task (authors the doc) → nav-pilot (dispatches it).

© qf-studio, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/nav-pilot of qf-studio/navigator.

Open the folder on GitHubat commit 3bb9eac

Compare with similar skills

Nav Pilot next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Nav Pilot compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Nav Pilot this skillqf-studio/navigator355—~1.3kAutomated safety check: NotesMIT
Diagnosing Superpowers Sessionsobra/superpowers297k3 repos~1.7kAutomated safety check: PassMIT
Auto Skill Buildertradecatlabs/vibe-coding-cn17k1 repos~2.4kAutomated safety check: PassMIT
Agentic Workflow Designerdotnet/Open-XML-SDK4.6k2 repos~3.5kAutomated safety check: PassMIT
Skill Seekers Builderyusufkaraaslan/Skill_Seekers15k—~760Automated safety check: PassMIT
Repomix Codebase Packeryamadashy/repomix29k—~1.3kAutomated safety check: NotesMIT

Similar skills

  • Investigates a session where Superpowers went wrong, reads the transcripts on disk and produces an evidence-cited report, optionally prepared as a bug report for the maintainers.

    297k GitHub starsUsed in 3 repos~1.7k tokens
    Agent WorkflowsAuto-check passed
  • Auto Skill Builder

    tradecatlabs/vibe-coding-cn

    Meta-skill that turns docs, APIs, code or specs into a reusable skill with references and a quality gate, and refactors skills that are unclear or misfire.

    17k GitHub starsUsed in 1 repo~2.4k tokens
    Agent WorkflowsAuto-check passed
  • Agentic Workflow Designer

    dotnet/Open-XML-SDK

    Official

    Interviews you one question at a time about goal, trigger, permissions and data needs, then drafts a single agentic workflow markdown file.

    4.6k GitHub starsUsed in 2 repos~3.5k tokens
    Agent WorkflowsAuto-check passed
  • Skill Seekers Builder

    yusufkaraaslan/Skill_Seekers

    Detects the type of a knowledge source and uses the Skill Seekers MCP tools to turn docs, repos, PDFs or videos into packaged AI skills.

    15k GitHub stars~760 tokensUpdated 10 days ago
    Agent WorkflowsAuto-check passed
  • Repomix Codebase Packer

    yamadashy/repomix

    Packs a local directory or remote GitHub repository into one AI-friendly file with Repomix, then searches it to explore structure, find patterns and count tokens.

    29k GitHub stars~1.3k tokensUpdated today
    Agent WorkflowsAuto-check: notes
  • Context Mode Ops

    mksglu/context-mode

    Runs maintenance for the context-mode project with parallel subagents: issue triage, PR review, releases, bug fixes, announcements and branch syncing.

    26k GitHub stars~6k tokensUpdated today
    Agent WorkflowsAuto-check passed

More from qf-studio/navigator

All 32 skills in this repo
  • Nav Start

    qf-studio/navigator

    Load Navigator documentation navigator when starting development session, resuming work, or beginning new feature.

    355 GitHub stars~4.7k tokensUpdated 2 days ago
    Auto-check: notes
  • Backend Endpoint

    qf-studio/navigator

    Create REST/GraphQL API endpoint with validation, error handling, and tests.

    355 GitHub stars~4.5k tokensUpdated 2 days ago
    Auto-check: notes
  • Backend Test

    qf-studio/navigator

    Generate backend tests (unit, integration, mocks) for existing code.

    355 GitHub stars~1.5k tokensUpdated 2 days ago
    Auto-check: notes
  • Database Migration

    qf-studio/navigator

    Create database migration with schema changes and rollback. An agent skill from qf-studio/navigator.

    355 GitHub stars~3.7k tokensUpdated 2 days ago
    Auto-check: notes
  • Frontend Component

    qf-studio/navigator

    Create React/Vue component with TypeScript, tests, and styles.

    355 GitHub stars~4.5k tokensUpdated 2 days ago
    Auto-check: notes
  • Frontend Test

    qf-studio/navigator

    Generate frontend component tests (React Testing Library, Vue Test Utils, snapshot) for existing components.

    355 GitHub stars~1.6k tokensUpdated 2 days ago
    Auto-check: notes

Works with

Categories

Questions about Nav Pilot

What does Nav Pilot do?

Dispatch a Navigator task doc to Pilot as a labeled GitHub issue. Nav Pilot is an agent skill from qf-studio/navigator. Dispatch a Navigator task doc to Pilot as a labeled GitHub issue.

When should I use Nav Pilot?

Nav Pilot fits situations like: user says dispatch TASK-XX to Pilot; hand off to Pilot; queue for Pilot.

How do I install Nav Pilot in Claude Code?

Run `npx skills add qf-studio/navigator --skill nav-pilot -a claude-code`. Or copy the skill folder (skills/nav-pilot in qf-studio/navigator) into .claude/skills/nav-pilot in your project. Claude Code loads it when a task matches its description.

How do I install Nav Pilot in Codex?

Run `npx skills add qf-studio/navigator --skill nav-pilot -a codex`. Or copy the skill folder (skills/nav-pilot in qf-studio/navigator) into .agents/skills/nav-pilot in your project. Codex loads it when a task matches its description.

Can I use Nav Pilot in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add qf-studio/navigator --skill nav-pilot -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/nav-pilot, .gemini/skills/nav-pilot, .github/skills/nav-pilot and .opencode/skills/nav-pilot in your project.

What does Nav Pilot need to run?

Going by SKILL.md and its folder, Nav Pilot needs the command-line tools its instructions call (gh). Its frontmatter pre-approves these tools: Read, Edit, Bash, Glob.

Does Nav Pilot access the network?

SKILL.md contains no URLs. Its commands use gh, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Nav Pilot safe to install?

Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.

What licence does Nav Pilot use?

Nav Pilot is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Nav Pilot use?

About 1.3k tokens (SKILL.md is roughly 5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Nav Pilot?

Skills that share tags, products or a category with Nav Pilot: Diagnosing Superpowers Sessions (obra/superpowers, 297k stars), Auto Skill Builder (tradecatlabs/vibe-coding-cn, 17k stars), Agentic Workflow Designer (dotnet/Open-XML-SDK, 4.6k stars) and Skill Seekers Builder (yusufkaraaslan/Skill_Seekers, 15k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Nav Pilot?

qf-studio (a GitHub organization) maintains it in qf-studio/navigator, which has 355 GitHub stars. The repository holds 32 skills in this directory. The repository was last updated on October 8, 2026.

Source: qf-studio/navigator on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.