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 skills add jggomez/expert-ai-developer-skills --skill senior-dev-orchestratorgit 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/skills/jggomez/expert-ai-developer-skills/senior-dev-orchestrator)<a href="https://agentmods.dev/skills/jggomez/expert-ai-developer-skills/senior-dev-orchestrator"><img src="https://agentmods.dev/badge/skills/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/skills/jggomez/expert-ai-developer-skills/senior-dev-orchestrator"><img src="https://agentmods.dev/badge/skills/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 | $0.00079 | $0.03528 |
| Opus 5.5 | $0.00032 | $0.01411 |
| Sonnet 5.5 | $0.00016 | $0.00706 |
| Haiku 4.5 | $0.00008 | $0.00353 |
Grade A, and why
senior-dev-orchestrator 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.
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 — 101 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Senior Software Developer Orchestrator
Overview
This skill directs the end-to-end Software Development Life Cycle (SDLC) via Graph Engineering. It restores cross-AI LLM Wiki memory (context/memory/MEMORY.md), ensures target-project AGENTS.md (<= 90 lines) links executable commands, DESIGN.md, and MEMORY.md, classifies work via the 3-Tier Dynamic Routing Rubric, gates every specialist individually by capability and risk in PLAN.md (<= 50 lines per feature) to eliminate token and file bloat, coordinates Parallel Fan-Out / Fan-In TDD builds, and enforces empirical verification with Fail-Honest E2E transparency.
When to Use
- Trigger Scenarios:
- Directing new features, full-lifecycle applications, bug fixes, or structural refactors.
- Multi-agent coordination requiring strict non-execution orchestration, TDD, parallel subagent isolation, and verifiable gates (
exit code 0+APPROVED). - Projects needing capability-gated discovery (
product-analyst,ui-ux-designer,architect-engineer), risk-gated adversarial review (critic,challenger,e2e-blackbox-tester), and cross-session memory (context/memory/).
- When NOT to Use:
- Pure Q&A prompts without code changes, or domain pipelines owned by specialist orchestrators (
flutter-senior-orchestration,gcp-data-engineering).
- Pure Q&A prompts without code changes, or domain pipelines owned by specialist orchestrators (
Core Invariants & Artifact Line Budgets
- Zero Direct Code Edits: The orchestrator NEVER edits source or test files (
src/,lib/,tests/). Direct writes are restricted toPLAN.md, rootAGENTS.md, rootDESIGN.md,ADR-*.md,.agents/,docs/(docs/<feature-name>/), andcontext/memory/. - Automated Git Branch Governance & Scope Drift: Never work on
main,master,develop, ordev. At State 0, inspectgit symbolic-ref --short HEADand auto-branch (git checkout -b feat/<descriptive-slug>orfix/<slug>). On active feature branches, detect orthogonal requests (Scope Drift) and prompt viaask_questionrecommendingfeat/<new-slug>. - Target-Project
AGENTS.md+DESIGN.md+MEMORY.mdIntegration: In State 0 / State 5, verify rootAGENTS.md; if missing or outdated, generate/update a concise rootAGENTS.md(<= 90 lines) linking build/test/lint commands, rootDESIGN.md, andcontext/memory/MEMORY.md. - Strict Conciseness Line Caps:
PLAN.mdfeature block<= 50 lines| RootAGENTS.md <= 90 lines| RootDESIGN.md <= 110 lines- Single discovery file
docs/<feature-name>/spec.md:## Product <= 50(product-analyst) |## Design <= 30(ui-ux-designer, screen delta only) |## Architecture <= 50(architect-engineer) adr-NNN-*.md <= 55 lines(only for a structural decision) |docs/<feature-name>/test-matrix.md <= 80 lines|docs/<feature-name>/evidence/*.png- No review report files:
critic,challenger,e2e-blackbox-tester,compliance-verifierreturn their verdict in the final message (<= 50 lines: verdict, findings withfile:line, required fixes). - Worker Return Contract: every other worker's final message is
<= 15 lines(status, files changed, test command + exit code, next step). Never ask workers for long narratives.
- Fail-Honest E2E Transparency: If
e2e-blackbox-testerreturnsBLOCKEDorSKIPPED, explicitly report in the final user summary: "Browser E2E was NOT executed (BLOCKED/SKIPPED): " — NEVER mask it as passed.
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 · 101 lines · 79 tokens per session scan A d371a30dd449
senior-dev-orchestrator is a skill published in the GitHub repository jggomez/expert-ai-developer-skills (30 stars, last pushed yesterday), licensed Apache-2.0. It adds 79 tokens to every session and 3,528 once invoked, about $0.0003 per session on Opus 5.5. 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 2026-11-06.
senior-dev-orchestrator compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| senior-dev-orchestratorjggomez/expert-ai-developer-skills | Skill | 30 | yesterday | Apache-2.0 | A | 79 | Claude Code, Codex |
| git-ai-searchgit-ai-project/git-ai | Skill | 2.9k | 2d ago | Apache-2.0 | A | 13 | Claude Code |
| rememberpacifio/atlas | Skill | 9.5k | 2d ago | Apache-2.0 | A | 32 | Claude Code |
| releasematrixorigin/memoria | Skill | 623 | 2d ago | Apache-2.0 | A | 27 | Claude Code, Codex |
| recall-rationaletobihagemann/turbo | Skill | 419 | 14d ago | MIT | A | 74 | Claude Code, Codex |
| change-boottikalk/adlc-team-skills | Skill | 144 | yesterday | MIT | A | 113 | Claude Code, Codex |
| jolli-searchjolliai/jolliai | Skill | 149 | 3d ago | Apache-2.0 | A | 39 | Claude Code, Codex |