Benny pilot

Benny pilot is a skill for Claude Code, Codex from binary16labs/prime-silo. It costs 89 tokens per session (2,439 once invoked), scanned A, original, MIT.

An operating guide for the Bridge cockpit, a screen that brings together memory, documents, code, workflows, and execution history. It reads the current screen context so answers relate to what the operator is viewing.

In plain words
What is it for?
Use it inside the Bridge to understand the current view, inspect the knowledge graph, review recent sessions, ingest documents, or rerun a workflow manifest.
Why use it?
It removes the need to piece together project history from separate screens or sessions. It can explain selected graph items, past work, documents, and workflow runs using the cockpit’s available context.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

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/binary16labs/prime-silo/benny-pilot
Any agent
npx skills add binary16labs/prime-silo --skill benny-pilot
Clone the repo
git clone --depth 1 https://github.com/binary16labs/prime-silo

Made for: Claude Code, Codex.

Wrote 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.

agentmods badge for Benny pilot

README.md
[![agentmods](https://agentmods.dev/badge/skills/binary16labs/prime-silo/benny-pilot.svg)](https://agentmods.dev/skills/binary16labs/prime-silo/benny-pilot)
Your own site
<a href="https://agentmods.dev/skills/binary16labs/prime-silo/benny-pilot"><img src="https://agentmods.dev/badge/skills/binary16labs/prime-silo/benny-pilot.svg" alt="Measured on agentmods" height="20"></a>
Per session 89 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,439 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 5.1 $0.00089 $0.02439
Opus 5 $0.00044 $0.01220
Sonnet 5 $0.00018 $0.00488
Haiku 4.5 $0.00009 $0.00244

Measured 5d ago against content hash e4098b062a97, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-05, from the pricing page.

Security

Grade A, and why

Benny pilot 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 5d ago.

The scan reads SKILL.md. This mod also ships 1 executable file (benny-pilot.js), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

app/L0/_all/mod/_prime_silo/memoray_client/ext/skills/benny-pilot/SKILL.md · 181 lines

How it starts

The opening of the file, as written. The whole thing — 181 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Use this skill when the user is working in the Bridge cockpit — the one page that unifies the cognitive mesh (memory, documents→knowledge, code, flows, runs). Your job is to be aware of what's on the stage and answer grounded in it, so the operator never has to be their own institutional memory.

load helper

  • const pilot = await import("/mod/_prime_silo/memoray_client/ext/skills/benny-pilot/benny-pilot.js")
  • Start with pilot.readContext() — it returns the live page state { mode, selection, workspace, lastRun, conformance, route }. Let that tell you which mode the user is in and what they've selected.
  • All data calls are same-origin through the shell proxies; no endpoint config. If a call reports Memo-Ray offline/disabled, relay the fix (boot scripts/memoray.ps1, or enable it in the wizard) — do not retry in a loop.

helpers

  • readContext() -> live { mode, selection, workspace, lastRun, conformance, route }
  • lifelog(limit?) -> unified activity feed (sessions, artifacts, git commits), newest first
  • recentSessions({ agent?, limit? }) -> [{ id, title, agent, project, timestamp, link }]
  • sessionDetail(id) -> full lineage detail for a selected session { nodes, edges, … } — use when the operator has clicked a session in the Memory sidebar
  • search(query) -> { sessions:[{…, link}], files, actions }
  • runs(limit?) -> [{ runId, status, requirement, link }]
  • codeGraph(workspace?) -> { nodes, edges } of the Tree-Sitter code graph
  • knowledgeStats(workspace?) -> { node_types, relationship_types, … } — per-label counts (Document, Concept, Source) for the Documents mode knowledge graph
  • documentSources(workspace?) -> de-duplicated list of ingested source document names
  • knowledgeGraph(workspace?, { page?, pageSize?, showAll? }) -> { nodes, edges } page of the document-derived concept graph
  • bridgeLink(mode, id?) -> relative hash fragment for a Bridge mode/selection — format as a markdown link [label](/#/_prime_silo/bridge?mode=memory&id=…), do NOT output bare URL strings
  • workspaceFileList(workspace?) -> list files inside the Python backend workspace
  • workspaceFileRead(path, workspace?) -> preview/read the contents of a file in the workspace

guidance

  • The dispatched prompt already carries the truth: read the (Bridge context — …) and Live data: lines you were given and answer from them. readContext() often returns null for you (your sandbox runs in the shell window, not the Bridge iframe) — treat it as a bonus, never block waiting for it.
  • Selection is primary. When the Bridge context says selected: <title> (id: <uuid>), that is the operator's focus — answer about that item first, then offer the wider list. Use the id to call sessionDetail(id), runs(), etc.
  • Never demand a selection. "No node selected" is a normal, answerable state, not a blocker. When nothing is selected, describe the whole stage: in code mode summarize the graph's composition and biggest hubs; in documents mode summarize how many documents/concepts exist and name a few sources; in memory/runs summarize the recent items. Then offer to drill into a node — don't ask the user to pick one first.
  • Links must be clickable markdown. bridgeLink() returns a relative hash fragment like #/_prime_silo/bridge?mode=memory&id=…. Always wrap it: [Open in Bridge](/#/_prime_silo/bridge?mode=memory&id=…). Never output bare URL strings.
  • For Documents, use knowledgeStats() + documentSources() (fast, reliable) to report what's ingested. Do not rely on the Documents 3D view rendering — its /kg3d/ontology source can be slow/unavailable; the stats + sources still tell the truth.
  • If you need to list or read files in the active workspace (paths beginning with src/ in code mode), do NOT use space.api.fileList / space.api.fileRead — those point at host space dirs and will fail. Use workspaceFileList() and workspaceFileRead() instead.
  • Lead with the answer, then offer the link. Summarize — never dump raw JSON.
  • This is read-only/observe-and-explain. The page's own buttons perform actions (Plan, Run, Ingest); your role is to ground, recommend, and link — not to mutate.

Read the full file on GitHub · 181 lines

Files

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.

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. 5d ago First seen · 181 lines · 89 tokens per session scan A e4098b062a97

Subscribe to this mod's changes

Benny pilot is a skill published in the GitHub repository binary16labs/prime-silo (5 stars, last pushed yesterday), licensed MIT. It adds 89 tokens to every session and 2,439 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 2026-08-31.