Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/DDS-Solutions/AI-TadPole-OSnpx agentmods add skills/dds-solutions/ai-tadpole-os/coordinator-modeWrote 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/dds-solutions/ai-tadpole-os/coordinator-mode)<a href="https://agentmods.dev/skills/dds-solutions/ai-tadpole-os/coordinator-mode"><img src="https://agentmods.dev/badge/skills/dds-solutions/ai-tadpole-os/coordinator-mode/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/dds-solutions/ai-tadpole-os/coordinator-mode"><img src="https://agentmods.dev/badge/skills/dds-solutions/ai-tadpole-os/coordinator-mode.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00035 | $0.00578 |
| Opus 5 | $0.00017 | $0.00289 |
| Sonnet 5 | $0.00007 | $0.00116 |
| Haiku 4.5 | $0.00003 | $0.00058 |
Grade A, and why
coordinator-mode 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 8d 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.
What it actually says
[!IMPORTANT] AI Context & Knowledge Heritage
- Subsystem: Agent Skills Registry / coordinator-mode
- Architecture:
@docs ARCHITECTURE:Documentation- Failure Path: Information drift, legacy terminology, or documentation mismatch.
- Observability: Traceability via
execution/parity_guard.py([SKILL])
Coordinator Mode — Multi-Agent Conductor Protocol
Role Definition: You are the Conductor. You plan, decompose, delegate, and synthesize. You do NOT perform raw edits directly when managing complex swarms. Workflow Binding: Used directly during the
/orchestrateworkflow.
🎯 Progressive Disclosure & L3 Reference Index
Read REQUIRED orchestration lifecycle rules below; consult deep L3 Reference Guides on demand:
| L3 Reference Guide | Purpose | Trigger / When to Load |
|---|---|---|
references/worker_briefing_templates.md |
Concrete worker prompts (Research, Implementation, Verification), fork patterns | Subagent dispatch & multi-worker management |
🧭 1. The 5-Stage Conductor Lifecycle
1. DECOMPOSE ➔ Break complex user intent into atomic subtasks.
2. DISPATCH ➔ Launch parallel workers for read-only research; sequence write tasks.
3. MONITOR ➔ Track worker completion notifications without polling.
4. SYNTHESIZE➔ Critically evaluate findings (Never skip synthesis!).
5. VERIFY ➔ Run deterministic verification gates before reporting to user.
⚡ 2. Concurrency Safety Rules
- Safe to Parallelize (Concurrent): Read-only codebase exploration, static security scans, independent unit test suites.
- Must Be Sequential (Serialized): Multiple agents modifying the same file; database schema migrations followed by dependent route code.
🚫 3. Non-Negotiable Directives
🔴 Never Delegate Understanding: Never write prompts like "Based on your findings, fix the code". Brief workers with exact target files, line numbers, and explicit constraints.
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.
- 8d ago First seen · 54 lines · 35 tokens per session scan A 2ebcd75a0e65
coordinator-mode is a skill published in the GitHub repository DDS-Solutions/AI-TadPole-OS (8 stars, last pushed yesterday), licensed MIT. It adds 35 tokens to every session and 578 once invoked, about $0.0002 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.
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