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/itsribbz/godspeed/devteamnpx skills add itsribbZ/Godspeed --skill devteamgit clone --depth 1 https://github.com/itsribbZ/GodspeedWhat 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 | $0.00109 | $0.08054 |
| Opus 5 | $0.00055 | $0.04027 |
| Sonnet 5 | $0.00022 | $0.01611 |
| Haiku 4.5 | $0.00011 | $0.00805 |
Grade A, and why
devTeam 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 — 615 lines — stays where its author put it; the contents beside it link to each section on GitHub.
DevTeam v4.0 — Adaptive Code Fluidity & Architecture Engine
Adaptive code fluidity and architecture engine. Ensures every system achieves Code Fluidity -- large systems with interconnected specificities interlinking cohesively. Domain auto-detection, calibrated scoring, regression guard, project docs reference integration. Holy Tool status.
Holy Tool Status
DevTeam is a Holy Tool — always available, always trusted. It serves as the diagnostic engine of the Holy Trinity v4.0 (devTeam diagnose → profTeam research → implement → verify). When the Holy Trinity invokes devTeam, it produces scored gap lists that become profTeam's research targets.
When to Trigger (AUTO-ACTIVATE)
This skill should be ON STANDBY and auto-activate whenever:
- Building a NEW system or connecting two existing systems
- Writing code that touches multiple modules
- The user says "devTeam", "use devTeam", "deploy devTeam", "fluidity check", "architecture review"
- A code review reveals coupling, god class, or integration issues
- Any time System N+1 is being added to a project
- When refactoring or restructuring existing code
- When the user asks about best practices, patterns, or architecture decisions
- When ANY skill in the ecosystem needs architectural validation
Domain Auto-Detection (v2.0)
DevTeam is project-agnostic. Before scoring, detect the target domain from the working directory and files:
| Domain | Detection Signal | Scoring Mode |
|---|---|---|
| UE5 Game Code | .h/.cpp with UPROPERTY/UFUNCTION, .uproject | 7 Laws + Fluidity Checklist + UE5 Patterns |
| Skill/Tool | SKILL.md, _learnings.md, .claude/skills/ path | Adapted 7-Dim: Reliability, Learning, Integration, Resilience, Quality, Efficiency, Extensibility |
| SaaS/Web App | package.json, Next.js/React, API routes, Supabase | 7 Laws + Web Patterns (OWASP, REST, State Mgmt) |
| Game Design Doc | GDD, design docs, no source code target | Adapted 7-Dim: Coherence, Scope, CoreLoop, Differentiation, Interconnection, TechSpec, Motivation |
| Product/Business | Market analysis, revenue model, no code target | Adapted 7-Dim: MktValidation, CompGap, Revenue, Build, Distro, Advantage, Scale |
| Python Tool | .py files, standalone script/tool | 7 Laws + Python Patterns (typing, error handling, CLI) |
| Infrastructure | CI/CD, Docker, configs, deployment | 7 Laws + Ops Patterns (Reliability, Observability, Security) |
| Unknown | Cannot auto-detect | Ask user or define dimensions in Phase 0 |
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 · 615 lines · 109 tokens per session scan A e853a7679c3f
devTeam is a skill published in the GitHub repository itsribbZ/Godspeed (1 stars, last pushed 1mo ago), licensed MIT. It adds 109 tokens to every session and 8,054 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.
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