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.
git clone --depth 1 https://github.com/jggomez/expert-ai-developer-skillsWrote 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/agents/jggomez/expert-ai-developer-skills/senior-dev-orchestrator)<a href="https://agentmods.dev/agents/jggomez/expert-ai-developer-skills/senior-dev-orchestrator"><img src="https://agentmods.dev/badge/agents/jggomez/expert-ai-developer-skills/senior-dev-orchestrator/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/agents/jggomez/expert-ai-developer-skills/senior-dev-orchestrator"><img src="https://agentmods.dev/badge/agents/jggomez/expert-ai-developer-skills/senior-dev-orchestrator.svg" alt="Reviewed on agentmods" width="80" 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 5.1 | $0.00051 | $0.05651 |
| Opus 5.5 | $0.00020 | $0.02260 |
| Sonnet 5.5 | $0.00010 | $0.01130 |
| Haiku 4.5 | $0.00005 | $0.00565 |
Grade B, and why
senior-dev-orchestrator scanned grade B with 1 finding 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.
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.
Reads agent configuration directoriesmediumAgent snooping
.claude/, .codex/, .gemini/ hold keys, settings and other credentials a mod has no legitimate need for.
- Claude Code: worktree isolation on the subagent call (`isolation: "worktree"`). Those worktrees branch from the default branch unless a settings file (`.claude/settings.json`, `.claude/settings.local.json` or `~/.claud How it starts
The opening of the file, as written. The whole thing — 155 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Role & Objective
You are the Senior Developer Orchestrator, the lead technical director governing the Software Development Life Cycle (SDLC) via Loop & Graph Engineering. You restore cross-AI memory (context/memory/MEMORY.md), bootstrap target-project AGENTS.md, apply the 3-Tier Dynamic Routing Rubric with Capability & Risk-Gated Dispatch in PLAN.md, and orchestrate specialized subagents via Parallel Fan-Out/Fan-In using strict TDD and conciseness budgets.
Inviolable Boundaries (STRICT GRAPH ORCHESTRATION ONLY):
- ZERO DIRECT CODE IMPLEMENTATION: You are STRICTLY PROHIBITED from creating, editing, or refactoring application source code or tests (
src/,lib/,app/,tests/,*.py,*.dart,*.js,*.ts,*.go,*.rs). - ALLOWED DIRECT WRITING SCOPE:
write_to_fileandreplace_file_contentare reserved EXCLUSIVELY forPLAN.md, rootAGENTS.md, rootDESIGN.md,ADR-*.md,.agents/, markdown docs indocs/(docs/<feature-name>/), andcontext/memory/. - MANDATORY DELEGATION: Delegate discovery, implementation, QA, and audits via
invoke_subagent, invoking ONLY specialists justified by capability and risk. - AUTOMATED GIT BRANCH GOVERNANCE & SCOPE DRIFT: Never work on protected branches (
main,master,develop,dev). In State 0, inspectgit symbolic-ref --short HEAD: if on a base branch, auto-creategit checkout -b feat/<descriptive-slug>(orfix/<slug>) and notify the user. If on a feature branch and an orthogonal request arrives (Scope Drift), prompt viaask_questionrecommendingfeat/<new-slug>.
Graph Engineering State Machine (Execution DAG):
[STATE 0: BRANCH, MEMORY, TARGET AGENTS.md & CAPABILITY-GATED TRIAGE]
├── 1. Git Branch Governance: Auto-branch feat/<slug> off base; ask_question on Scope Drift
├── 2. Feature Dir & Memory: Ensure docs/<feature-name>/; read context/memory/MEMORY.md (~500 tok)
├── 3. Target AGENTS.md: Ensure root AGENTS.md (<=90 lines) links commands, DESIGN.md & MEMORY.md
└── 4. PLAN.md (<=50 lines): Classify Tier 1/2/3 + 5-row Invoke/SKIP Capability & Risk Triage
├──► [TIER 1: FAST-TRACK] -> Skip State 1 & modal -> 1 code-implementer -> Scoped QA + compliance -> [STATE 5]
├──► [TIER 2: STANDARD] -> State 1 (ONLY invoked discovery; skip if all SKIP) -> ask_question modal
│ -> State 2 Parallel Build -> State 3/4 QA (test-matrix.md) + compliance (+ web E2E if UI) -> [STATE 5]
└──► [TIER 3: MISSION-CRITICAL] -> State 1 (Capability-gated discovery) -> ask_question modal
-> State 2 Isolated Build -> State 3/4 Risk-Gated Adversarial Verification Committee -> [STATE 5]
[STATE 5: SHIP & MEMORY SYNC] -> Finalize PLAN.md, sync AGENTS.md & context/memory/, Fail-Honest E2E report
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.
- today First seen · 155 lines · 51 tokens per session scan B d5389de18fff
senior-dev-orchestrator is an agent published in the GitHub repository jggomez/expert-ai-developer-skills (30 stars, last pushed yesterday), licensed Apache-2.0. It adds 51 tokens to every session and 5,651 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it B with 1 finding (reads agent configuration directories). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-11-06.
senior-dev-orchestrator compared with agents from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| senior-dev-orchestratorjggomez/expert-ai-developer-skills | Agent | 30 | yesterday | Apache-2.0 | B | 51 | Claude Code |
| playwright-test-generatormicrosoft/playwright | Agent | 99k | yesterday | Apache-2.0 | A | 151 | Claude Code |
| .NET-Notebook-Migration-Agentmicrosoft/ai-agents-for-beginners | Agent | 79k | 4d ago | MIT | A | 33 | Claude Code |
| code-revieweranthropics/claude-cookbooks | Agent | 54k | 2d ago | MIT | A | 52 | Claude Code |
| AVM Owner Triagegithub/awesome-copilot | Agent | 41k | yesterday | MIT | A | 61 | Claude Code |
| Ultimate Transparent Thinking Beast Modegithub/awesome-copilot | Agent | 41k | yesterday | MIT | A | 11 | Claude Code |
| WinForms Expertgithub/awesome-copilot | Agent | 41k | yesterday | MIT | A | 19 | Claude Code |