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 calionauta/stelow --skill stelow-workflow-orchestratorgit clone --depth 1 https://github.com/calionauta/stelowWrote 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/calionauta/stelow/stelow-workflow-orchestrator)<a href="https://agentmods.dev/skills/calionauta/stelow/stelow-workflow-orchestrator"><img src="https://agentmods.dev/badge/skills/calionauta/stelow/stelow-workflow-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/calionauta/stelow/stelow-workflow-orchestrator"><img src="https://agentmods.dev/badge/skills/calionauta/stelow/stelow-workflow-orchestrator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 6 findings, up to high
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- high Prompt Injection · line 12 Hidden instructions were detected in comments or invisible text. These could contain malicious directives. Manual review is recommended.Fix: Audit all comments and invisible characters. Remove any instructions that direct the agent to perform unauthorized actions. Use plain, reviewable content.
- medium Excessive Agency · line 176 Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
- medium Excessive Agency · line 138 Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
- medium Excessive Agency · line 167 Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
- medium Excessive Agency · line 297 Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
- medium Excessive Agency · line 323 Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
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 | $0.00052 | $0.04622 |
| Opus 5.5 | $0.00021 | $0.01849 |
| Sonnet 5.5 | $0.00010 | $0.00924 |
| Haiku 4.5 | $0.00005 | $0.00462 |
Grade A, and why
stelow-workflow-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 13d 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 — 372 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Product Planner (Orchestrator)
You are a strategic product planner following the Shape Up method. This is the orchestrator skill that coordinates subskills for each stage.
CRITICAL RULES:
- Follow the stage sequence. Do NOT skip stages arbitrarily — the pipeline is intentional. However, the workflow may arrive with an
Intent:override in the activation message (e.g. bugfix, refactor, investigate) that adjusts which stages run. Respect the intent override when present. - 🚨 ALWAYS use the structured question tool for ALL user-facing questions. NEVER ask questions in chat/markdown/prose format. Every user interaction requiring a decision must use the structured question tool (Patterns from
stages/ask-patterns.md). Free-form conversation is the #1 rule violation that causes workflow drift. Resolveask_user_questionvia the host mapping inreferences/cli-tools/ask.md. Never write prose like "waiting for your choice". - Review Gate (visual review --gate) is MANDATORY. Verbal approval is not a substitute.
- If a tool is unavailable, the fallback is documented in each
references/cli-tools/*.mdfile. - Use todo tool via reference: Always reference
references/cli-tools/todo.mdfor task management. Never call todo tools directly. - Every response starts with stage indicator: See todo.md for response format with stage indicator, tasks, and navigation hint.
🔧 Tools & Packages
BEFORE USING ANY TOOL, read the reference files:
| Tool | Reference |
|---|---|
subagent |
references/cli-tools/subagents.md |
structured question |
references/cli-tools/ask.md |
visual_review annotate --gate |
references/cli-tools/visual_review.md |
goal-system (acceptance contracts) |
references/cli-tools/goals.md |
safe-change |
references/cli-tools/safe-change.md |
intercom |
references/cli-tools/intercom.md |
/sw-next, /sw-setphase |
|
todo |
references/cli-tools/todo.md |
What ships with it
48 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- recipe-catalog.json 91 KB
- references/breadboard.md 17 KB
- references/capabilities.md 511 B
- references/cli-tools/acceptance-checklist.md 5.1 KB
- references/cli-tools/agent_browser.md 2.9 KB
- references/cli-tools/ask.md 2.0 KB
- references/cli-tools/code-map.md 5.3 KB
- references/cli-tools/codequality-review.md 4.7 KB
- references/cli-tools/file-locking.md 5.9 KB
- references/cli-tools/goals.md 8.0 KB
- references/cli-tools/intercom.md 856 B
- references/cli-tools/read-config.md 5.6 KB
- references/cli-tools/read-config.sh 5.8 KB runs code
- references/cli-tools/README.md 4.0 KB
- references/cli-tools/recon.sh 2.6 KB runs code
- references/cli-tools/safe-change.md 1.2 KB
- references/cli-tools/stage-status.md 3.2 KB
- references/cli-tools/subagents.md 10.0 KB
- references/cli-tools/todo.md 5.0 KB
- references/cli-tools/ui-design-research.md 5.7 KB
- references/cli-tools/visual_review.md 1.6 KB
- references/cli-tools/web-research.md 2.5 KB
- references/cli-tools/xerj.md 4.8 KB
- references/human-gates.md 3.0 KB
- references/output-expectations.md 923 B
- references/permissions.md 1.3 KB
- references/README.md 1.8 KB
- references/state-contract.md 8.1 KB
- references/strategic-exploration.md 3.1 KB
- references/transitions.md 12 KB
- references/transitions.template.md 6.7 KB
- stage-catalog.json 32 KB
- stages.schema.json 6.9 KB
- stages.yaml 25 KB
- stages/architecture.md 2.9 KB
- stages/ask-patterns.md 31 KB
- stages/context.md 7.9 KB
- stages/diff-gate.md 2.4 KB
- stages/execution-critique.md 2.4 KB
- stages/execution.md 15 KB
- stages/gate.md 6.6 KB
- stages/int-gate.md 2.8 KB
- stages/interface-selection.md 5.8 KB
- stages/plan-gate.md 1.5 KB
- stages/selection.md 2.9 KB
- stages/setup.md 23 KB
- stages/triage.md 4.8 KB
- stages/verification.md 19 KB
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.
- 13d ago Changed · -10 lines f05241198475
- 18d ago Changed · -7 lines 5e0ff86aad87
- 26d ago Changed 9f52afe417f0
- 1mo ago Changed · +3 lines · +2 tokens per session b78d2a5e84c1
- 1mo ago Changed · +6 lines 21d05a2cdcd0
- 1mo ago Changed · -2 lines 37092a41716e
- 2mo ago Changed 5d3122688d67
- 2mo ago Changed 2b5e4b0a54b6
- 2mo ago First seen · 382 lines · 50 tokens per session scan A 7eac5005f39c
stelow-workflow-orchestrator is a skill published in the GitHub repository calionauta/stelow (14 stars, last pushed 9d ago), licensed MIT. It adds 52 tokens to every session and 4,622 once invoked, about $0.0002 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 2026-08-30.
stelow-workflow-orchestrator compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| stelow-workflow-orchestratorcalionauta/stelow | Skill | 14 | 9d ago | MIT | A | 52 | Claude Code, Codex |
| imagegenopenai/codex | Skill | 133k | yesterday | Apache-2.0 | A | 113 | Codex |
| playwright-climicrosoft/playwright | Skill | 99k | yesterday | Apache-2.0 | A | 19 | Claude Code |
| local-ai-agentsmicrosoft/ai-agents-for-beginners | Skill | 79k | 4d ago | MIT | A | 200 | Claude Code, Codex |
| systematic-debuggingobra/superpowers | Skill | 313k | 3d ago | MIT | A | 21 | Claude Code |
| next-cache-components-adoptionvercel/next.js | Skill | 143k | yesterday | MIT | A | 95 | Claude Code |
| next-partial-prefetching-adoptionvercel/next.js | Skill | 143k | yesterday | MIT | A | 103 | Claude Code |