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/saitarrun/devforge-ai/dynamic-routingnpx skills add saitarrun/Devforge-ai --skill dynamic-routinggit clone --depth 1 https://github.com/saitarrun/Devforge-aiWrote 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/saitarrun/devforge-ai/dynamic-routing)<a href="https://agentmods.dev/skills/saitarrun/devforge-ai/dynamic-routing"><img src="https://agentmods.dev/badge/skills/saitarrun/devforge-ai/dynamic-routing.svg" alt="Measured on agentmods" height="20"></a>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 | $0.00027 | $0.00962 |
| Opus 5 | $0.00014 | $0.00481 |
| Sonnet 5 | $0.00005 | $0.00192 |
| Haiku 4.5 | $0.00003 | $0.00096 |
Grade A, and why
dynamic-routing 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 4d 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 — 43 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Autonomous Intent Routing & Dynamic Agent Invocation Skill
This skill allows the system to autonomously analyze user requests, map them to the exact agents, commands, and skills needed, and dynamically invoke specialized workflows without requiring the user to memorize command syntax.
1. Autonomous Request Routing Matrix
When a user submits any natural language request, the system detects the primary intent and automatically routes execution:
| User Trigger Phrasing / Goal | Auto-Inferred Phase | Primary Agent | Automatically Injected Skills & Commands |
|---|---|---|---|
| "I have a new idea...", "Build a SaaS...", "Let's make an app..." | Plan & Founder | product-manager |
intent-clarification, grill-me, requirements, startup-lifecycle, /sdlc-plan, /sdlc-startup |
| "Implement feature...", "Code this slice...", "Add database model..." | Build | fullstack-engineer |
enterprise-architecture, token-efficiency, ralph-loop, contract-testing, llm-evals, /sdlc-build |
| "How does this codebase work?", "Find symbol in 1.5M files...", "Explain architecture..." | Navigate | fullstack-engineer |
codebase-navigator, zoom-out, code-review-graph, /sdlc-navigate |
| "Debug this 500 error", "Why did calculation fail?", "Fix bug in policy engine" | Diagnose & RCA | qa-engineer / fullstack-engineer |
root-cause-analysis, diagnose, token-efficiency, /sdlc-diagnose |
| "Audit security", "Patch CVEs", "Harden headers", "Implement Zero-Trust" | Security | security-engineer |
security-patching, security-audit, threat-modeling, /sdlc-security |
| "Migrate legacy code", "Decouple monolith", "Extract stored procedure" | Modernize | fullstack-engineer / devops-engineer |
legacy-modernization, architecture-refactor, /sdlc-modernize |
| "Run tests", "Write E2E test", "Load test this API", "Chaos test DB" | Test Matrix | qa-engineer |
enterprise-test-suites, playwright, tdd, /sdlc-test |
| "Deploy to AWS/K8s", "Setup CI/CD", "Create Dockerfile", "Terraform infra" | Ship | devops-engineer |
cicd, cloud-infra, precommit-hooks, /sdlc-ship |
| "Set up SLOs", "Configure alerts", "Track MRR & Churn", "Write runbook" | Operate | sre-engineer |
ops-sre, observability, startup-lifecycle, /sdlc-operate |
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.
- 4d ago First seen · 43 lines · 27 tokens per session scan A c912af160b28
dynamic-routing is a skill published in the GitHub repository saitarrun/Devforge-ai (5 stars, last pushed 21d ago), licensed Apache-2.0. It adds 27 tokens to every session and 962 once invoked, about $0.0001 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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