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 hamza-ali-shahjahan/hamzaish --skill auto-orchestratorgit clone --depth 1 https://github.com/hamza-ali-shahjahan/hamzaishWrote 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/hamza-ali-shahjahan/hamzaish/auto-orchestrator)<a href="https://agentmods.dev/skills/hamza-ali-shahjahan/hamzaish/auto-orchestrator"><img src="https://agentmods.dev/badge/skills/hamza-ali-shahjahan/hamzaish/auto-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/hamza-ali-shahjahan/hamzaish/auto-orchestrator"><img src="https://agentmods.dev/badge/skills/hamza-ali-shahjahan/hamzaish/auto-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 | $0.00063 | $0.01516 |
| Opus 5.5 | $0.00025 | $0.00606 |
| Sonnet 5.5 | $0.00013 | $0.00303 |
| Haiku 4.5 | $0.00006 | $0.00152 |
Grade A, and why
auto-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 2mo 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 — 172 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Auto Orchestrator
Overview
This skill automatically detects where you are in the development lifecycle and invokes the right skills in sequence. Instead of manually calling /spec, then /plan, then /build, etc., you describe what you want and this skill figures out what's needed and drives through each phase with gate checks between them.
When to Use
- You have a feature, project, or task and want Claude to drive it end-to-end
- You're not sure which skill to start with
- You want the full lifecycle: spec -> plan -> build -> test -> review -> simplify -> ship
How It Works
Phase Detection
Before doing anything, assess the current state:
1. Does a spec exist for this work?
- NO -> Start at Phase 1 (Spec)
- YES -> Move to next check
2. Is the work broken into tasks?
- NO -> Start at Phase 2 (Plan)
- YES -> Move to next check
3. Is there code to implement?
- YES, unfinished tasks remain -> Start at Phase 3 (Build + Test)
- YES, all tasks done -> Move to next check
4. Has the code been reviewed?
- NO -> Start at Phase 4 (Review + Simplify)
- YES -> Move to next check
5. Is it ready to ship?
- YES -> Start at Phase 5 (Ship)
Phase 1: Spec (spec-driven-development)
Trigger: No spec exists, requirements are vague or incomplete.
Action: Read ${HAMZAISH_ROOT:-$HOME/Claude/Hamzaish}/factory/skills/spec-driven-development/SKILL.md and follow its full process.
Gate: Present the spec to the user. Do NOT proceed to Phase 2 until the user approves the spec.
Output: A structured spec with acceptance criteria.
Phase 2: Plan (planning-and-task-breakdown)
Trigger: Spec exists but work hasn't been broken into tasks.
Action: Read ${HAMZAISH_ROOT:-$HOME/Claude/Hamzaish}/factory/skills/planning-and-task-breakdown/SKILL.md and follow its full process.
Gate: Present the task breakdown to the user. Do NOT proceed to Phase 3 until the user approves the plan.
Output: Ordered list of tasks with acceptance criteria and dependencies.
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.
- 2mo ago First seen · 172 lines · 63 tokens per session scan A 8fdca90e6d69
auto-orchestrator is a skill published in the GitHub repository hamza-ali-shahjahan/hamzaish (10 stars, last pushed 1mo ago), licensed MIT. It adds 63 tokens to every session and 1,516 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 2026-09-03.
auto-orchestrator compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| auto-orchestratorhamza-ali-shahjahan/hamzaish | Skill | 10 | 1mo ago | MIT | A | 63 | Claude Code, Codex |
| gingiris-launchGingiris/gingiris-launch | Skill | 216 | 6mo ago | MIT | A | 326 | Claude Code, Codex |
| payments-polaralifanov/ai-garage-launch | Skill | 2 | 3mo ago | MIT | A | 53 | Claude Code |
| stack-referencealifanov/ai-garage-launch | Skill | 2 | 3mo ago | MIT | A | 67 | Claude Code |
| unit-economicsalifanov/ai-garage-launch | Skill | 2 | 3mo ago | MIT | A | 73 | Claude Code |
| traffic-channelsalifanov/ai-garage-launch | Skill | 2 | 3mo ago | MIT | A | 59 | Claude Code |
| make-playbooktamdogood/make-playbook | Skill | 5 | 4mo ago | MIT | A | 97 | Claude Code |