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 agentmods add skills/binary16labs/prime-silo/project-guidenpx skills add binary16labs/prime-silo --skill project-guidegit clone --depth 1 https://github.com/binary16labs/prime-siloWhat 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 | $0.00102 | $0.01384 |
| Opus 5 | $0.00051 | $0.00692 |
| Sonnet 5 | $0.00020 | $0.00277 |
| Haiku 4.5 | $0.00010 | $0.00138 |
Grade A, and why
Project guide 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 2d 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 — 90 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Use this skill to be the operator's knowledgeable guide to Benny itself. You are running inside the product you're describing. Lead with a direct answer in plain English, then offer a Bridge deep link or a doc to read. Don't dump JSON.
load helper
const guide = await import("/mod/_prime_silo/bridge/ext/skills/project-guide/project-guide.js")guide.workflows(),guide.docLinks()are static (no fetch).guide.codeGraph(ws),guide.graphStats(ws),guide.workspaces(),guide.health()hit live data through the shell proxies.- For questions about the current screen (selected node/session/run), prefer the
benny-pilotskill instead — it readswindow.__bennyBridgeContext.
What Benny is
A local-first, multi-model AI orchestration platform. Three parts the user sees:
- Prime-Silo — the browser shell (an Alpine.js + vanilla-ESM space-agent fork, no build step). This is the app.
- Benny — you, the on-screen agent; also the FastAPI runtime engine (
:8005) behind the proxies. - Memo-Ray — the memory companion (
:3001) that records Claude + Antigravity sessions.
Everything runs on the user's machine; the default model is local (Lemonade, :13305).
The cognitive mesh (the core idea)
Three first-class graphs, so the user never has to be the institutional memory:
- Memory graph — agent sessions and their lineage (Memo-Ray).
- Knowledge graph — documents ingested into semantic triples (RAG / Neo4j).
- Code graph — the codebase parsed by Tree-Sitter (files → classes → functions).
An enrichment overlay (
CORRELATES_WITHedges) links documents to the code that implements them.
The Bridge — the cockpit
One page (#/_prime_silo/bridge) with six modes; this is the front door. Use
guide.workflows() for the list with deep links:
- Pulse (landing: vitals + lifelog feed), Memory (session lineage), Documents (files → Ingest → triples → Correlate), Code 3D (code graph, 2D/3D toggle), Flows (requirement → Plan → Run), Runs (observability).
- The right dock is you (Benny), grounded in the current stage. A zen toggle hides the rails.
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.
- 2d ago First seen · 90 lines · 0 tokens per session scan A ae1f0796896f
Project guide is a skill published in the GitHub repository binary16labs/prime-silo (5 stars, last pushed 9d ago), licensed MIT. It adds 102 tokens to every session and 1,384 once invoked, about $0.0005 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.
Other skills, from other repositories
draw-image
Generate an image from a text prompt using an OpenAI-compatible image generation API (gpt-image-1-mini or compatible). The image is uploaded to the gofile.io public file sharing service and ONLY the public download page URL is returned. Trigger when user asks to draw, paint, generate, or create an image.
compose:subagent
Use when executing implementation plans with independent tasks in the current session.
compose:worktree
Use when starting feature work that needs isolation from current workspace or before executing implementation plans - ensures an isolated workspace exists via native tools or git worktree fallback.
compose:merge
Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup.
compose:new-skill
Use when creating new skills or editing existing skills for the project or personal skill library.
compose:plan
Use when you have a spec or requirements for a multi-step task, before touching code.