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.
npx skills add johnfkoo951/cmdspace-plugins --skill autopilotgit clone --depth 1 https://github.com/johnfkoo951/cmdspace-pluginsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/johnfkoo951/cmdspace-plugins/autopilot)<a href="https://agentmods.dev/skills/johnfkoo951/cmdspace-plugins/autopilot"><img src="https://agentmods.dev/badge/skills/johnfkoo951/cmdspace-plugins/autopilot/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/johnfkoo951/cmdspace-plugins/autopilot"><img src="https://agentmods.dev/badge/skills/johnfkoo951/cmdspace-plugins/autopilot.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00075 | $0.00846 |
| Opus 5.5 | $0.00030 | $0.00338 |
| Sonnet 5.5 | $0.00015 | $0.00169 |
| Haiku 4.5 | $0.00007 | $0.00085 |
Grade A, and why
autopilot 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 1mo 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.
How it starts
The opening of the file, as written. The whole thing — 105 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Autopilot — Fully Autonomous Execution Mode
Autopilot mode handles a development task end-to-end without user intervention.
Workflow
Step 1: Gather Requirements
Use AskUserQuestion to understand the task:
{
"questions": [
{
"question": "What task should autopilot handle?",
"header": "Task",
"options": [
{"label": "Implement feature", "description": "Build a new feature from scratch"},
{"label": "Fix bugs", "description": "Diagnose and fix one or more bugs"},
{"label": "Refactor code", "description": "Restructure existing code without changing behavior"},
{"label": "Full cycle", "description": "Plan → Implement → Test → Review → Document"}
],
"multiSelect": false
},
{
"question": "What quality level is required?",
"header": "Quality",
"options": [
{"label": "Production (Recommended)", "description": "Full tests, code review, documentation. Uses Sonnet/Opus."},
{"label": "Prototype", "description": "Working code, minimal tests. Uses mostly Haiku/Sonnet."},
{"label": "Maximum", "description": "Production + security review + critic review. Uses Opus heavily."}
],
"multiSelect": false
}
]
}
Step 2: Plan
Dispatch the planner agent (Opus) to:
- Analyze the codebase context
- Decompose the task into subtasks
- Assign tiers and agents to each subtask
- Identify parallel execution opportunities
- Define quality gates
Step 3: Execute
Based on the plan, dispatch agents in the optimal order:
Parallel phase (independent tasks):
- Dispatch multiple agents simultaneously using parallel
Taskcalls - Explorer (Haiku) for codebase scanning
- Researcher (Sonnet) for technical investigation if needed
Sequential phase (dependent tasks):
- Executor (Sonnet) for implementation
- Build-fixer (Sonnet) if build errors occur
- TDD-guide (Haiku) for test writing
Step 4: Quality Gates
After implementation, run quality checks:
- Code Review: Dispatch code-reviewer (Sonnet) on all changed files
- Tests: Run test suite via Bash
- Build: Verify clean build
- Security (if Maximum quality): Dispatch security-reviewer (Opus)
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 1mo ago First seen · 105 lines · 75 tokens per session scan A e6fb12fe2daf
autopilot is a skill published in the GitHub repository johnfkoo951/cmdspace-plugins (7 stars, last pushed today), licensed MIT. It adds 75 tokens to every session and 846 once invoked, about $0.0003 per session on Opus 5.5. 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 2026-08-31.
Other skills, from other repositories
obsidian-bases
Explain, draft, and validate Obsidian Bases .base files with filters, formulas, properties, summaries, and table, card, list, or version-gated kanban views. Use for Obsidian Bases, database-like vault views, dynamic tables, reading lists, task trackers, filters, formulas, summaries, and .base file edits.
wiki-ingest
Ingest supplied source material into an Obsidian vault with provenance and claim tracking: pasted text, files staged in the selected vault's inbox or .raw archive, or explicitly approved URLs. Use for a single source or bounded batch, not for saving an assistant answer. Triggers: ingest, ingest this file, ingest this…
autoresearch
Run a bounded, source-grounded research loop, draft a cited dossier, and optionally propose a separately reviewed canonical vault merge. Use when the user wants autonomous or deep research that may access the public web. Triggers: /autoresearch, autoresearch, research this topic, deep dive into, investigate, find…
wiki-retrieve
Build and query a vault-local contextual BM25 retrieval index with optional multilingual Nomic cosine reranking; use for retrieve, hybrid retrieval, BM25, rerank, contextual retrieval, chunk search, vault search, semantic search, find relevant passages, or retrieval diagnostics. Derived caches stay under .vault-meta…
ariadne:workspace-instructions
Create or update workspace-level instruction files for code repositories or ordinary project folders, including AGENTS.md, CLAUDE.md, GEMINI.md, local override files, and Ariadne vault-link blocks. Use when a user wants to initialize, repair, or refresh workspace instructions, connect a workspace to a registered…
ariadne:global-discovery
Register existing Markdown knowledge vaults for machine-level discovery so cold agents can find long-term knowledge from any workspace. Use when checking, adding, updating, repairing, or removing global vault discovery.