collaboration-intelligence

collaboration-intelligence is a skill for Claude Code, Codex from sonichi/sutando. It costs 208 tokens per session (9,934 once invoked), scanned A, original, MIT.

A shared map of collaboration rooms, people, agents, owners, responsibilities, relationships, expertise, and recent context. It is designed to help an agent understand who is involved and how work is connected across communication channels.

In plain words
What is it for?
Use it to identify room members, owners, responsibilities, important contacts, expertise, and relevant recent collaboration context.
Why use it?
It reduces repeated questions about who belongs to a room, who owns a task, and what was recently discussed. The map is evidence-based and includes privacy checks before collecting cross-channel links.

Skill for Claude CodeCodex

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/sonichi/sutando/collaboration-intelligence
Any agent
npx skills add sonichi/sutando --skill collaboration-intelligence
Clone the repo
git clone --depth 1 https://github.com/sonichi/sutando

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 collaboration-intelligence

README.md
[![agentmods](https://agentmods.dev/badge/skills/sonichi/sutando/collaboration-intelligence.svg)](https://agentmods.dev/skills/sonichi/sutando/collaboration-intelligence)
Your own site
<a href="https://agentmods.dev/skills/sonichi/sutando/collaboration-intelligence"><img src="https://agentmods.dev/badge/skills/sonichi/sutando/collaboration-intelligence.svg" alt="Measured on agentmods" height="20"></a>
Per session 208 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 9,934 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 $0.00208 $0.09934
Opus 5 $0.00104 $0.04967
Sonnet 5 $0.00042 $0.01987
Haiku 4.5 $0.00021 $0.00993

Measured today against content hash b9676ebcefe9, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

collaboration-intelligence 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 today.

The scan reads SKILL.md. This mod also ships 2 executable files (scripts/lookup.py, scripts/notify_reviewers.py), 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.

skills/collaboration-intelligence/SKILL.md · 504 lines

How it starts

The opening of the file, as written. The whole thing — 504 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Collaboration Intelligence

Build a living, evidence-backed collaboration map. Treat it as a coordination aid, not an authority or surveillance profile.

First run

A freshly installed map is empty, and the Operating contract below does not bootstrap it. Step 1 there says to load the quick-lookup index first — on a new install there is no index, so an agent queries nothing, reports a miss, learns nothing, and stays empty. It never errors. An unbootstrapped map and a working one are indistinguishable from outside, which is the failure mode this skill exists to fight, turned on itself.

So run this once, before relying on the contract.

0. Decide whether this pass may bootstrap at all — before seeding and before sweeping.

The test is per-pass, not per-agent: does this pass have a serving channel_id?

  • with one → do not bootstrap. Not the sweep, and not the seeding either: soliciting or recording cross-provider identity links is itself collection, and doing it while serving an ordinary room task persists sensitive cross-room associations before any privacy check. Report and stop.
  • without one (a maintenance pass, owner-tier, serving no channel) → proceed to step 1.

Do not shortcut this by source type. "Cron passes carry no channel_id" is host-specific and was measured false: one host had 153 cron tasks with zero channel_id, another had 3 of 3 carrying one. Read the pass you are in.

And do not read the gate as clearance. Measured: gate(serving_channel_id=None, …) returns ALLOWED, because the blacklist lookup misses and an empty blacklist permits — it fails open. That is an absence of jurisdiction, not a permission; the judgement stays yours.

1. Seed the owner-stated identity map before sweeping. The sweep enriches it; it never substitutes for it.

This ordering is measured, not stylistic. On a 7,810-file corpus the sweep produced immediately usable room knowledge — traffic ranking plus honest coverage flags — and, for identities, a schema-shaped pile: the top participant by traffic and the owner themselves both came back as bare unknown ids, because Discord headers carry no display name. Any heuristic of the form "high traffic ⇒ important human" would have misclassified the owner and a peer bot with identical confidence.

Read the full file on GitHub · 504 lines

Files

What ships with it

7 files 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. today Changed b9676ebcefe9
  2. 3d ago First seen · 504 lines · 208 tokens per session scan A aa109d2dbbed

Subscribe to this mod's changes

collaboration-intelligence is a skill published in the GitHub repository sonichi/sutando (390 stars, last pushed today), licensed MIT. It adds 208 tokens to every session and 9,934 once invoked, about $0.0010 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.

Related

Other skills, from other repositories

cc-hooks

Multi-agent hook system: author hooks once as rulesync-canonical hooks.json (HookDefinitionSchema), deploy via superskill install / superskill hook emit to Claude Code, Codex, OpenCode, Pi (pi-hooks), and Gemini CLI. Covers command, prompt, and http hooks, cross-platform event mapping, and safety invariants.

gobing-ai/superskill · 71 tokens

mode

Adopt the lead role for this session: plan work, delegate to executors via relay, review reports, never implement large work directly. Invoke with /relay:mode.

spacegrowth/claude-relay · 37 tokens

verify

Machine-check an executor's report against its staged reality — TL;DR block well-formed, claimed files actually staged, declared counts cross-checked — stamping MALFORMED / MISMATCH / INCONCLUSIVE / COUNTS-MATCH. Invoke with /relay:verify, or when asked "check that report", "did it really do what it says", "verify X's…

spacegrowth/claude-relay · 83 tokens

auto

Flip this lead session's autonomous posture: proceed by default on routine in-plan steps instead of asking, or go back to waiting. Invoke with /relay:auto, or when asked to "go autonomous", "stop asking me every time", "just proceed", "turn auto off", "what posture am I in".

spacegrowth/claude-relay · 65 tokens

collaborating-with-gemini

Delegates coding tasks to Gemini CLI for prototyping, debugging, and code review. Use when needing algorithm implementation, bug analysis, or code quality feedback. Supports multi-turn sessions via SESSIONID.

haoyu-haoyu/Multi-AI-Workflow · 47 tokens

handoff

Hand this lead session off to a fresh successor. Invoke with /relay:handoff, or when asked to "hand off", "hand this off to a new session", "start a successor lead".

spacegrowth/claude-relay · 44 tokens