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-entrygit 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-entry)<a href="https://agentmods.dev/skills/calionauta/stelow/stelow-workflow-entry"><img src="https://agentmods.dev/badge/skills/calionauta/stelow/stelow-workflow-entry/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-entry"><img src="https://agentmods.dev/badge/skills/calionauta/stelow/stelow-workflow-entry.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to medium
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 →
- medium Agent Snooping · line 95 Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
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 | $0.00065 | $0.00902 |
| Opus 5.5 | $0.00026 | $0.00361 |
| Sonnet 5.5 | $0.00013 | $0.00180 |
| Haiku 4.5 | $0.00006 | $0.00090 |
Grade A, and why
stelow-workflow-entry 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 14d 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 — 101 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Entry (intent classification + state scaffold)
This skill is the first thing a workflow-mode stelow session loads
(via the marker STELOW_WORKFLOW=1). It does not run stage logic.
Its only job is to bootstrap the workflow: classify intent, write
state.md, and pick the first stage.
When to load
Load this skill when:
- The host has
STELOW_WORKFLOW=1in its environment, AND state.mdis missing OR the user wants to start a new workflow, AND- The user has expressed an intent (one of:
new-product,feature,bugfix,refactor,investigate).
If STELOW_WORKFLOW is unset, fall back to standalone skill loading
(the older /sw-* and /stelow-* command names).
Intent classification
Classify the user's request into one of:
| Intent | Marker | Examples |
|---|---|---|
new-product |
greenfield, no existing product, building from scratch | "build a billing system for X" |
feature |
brownfield, adding to existing product | "add a logout button" |
bugfix |
brownfield, fixing broken behavior | "the dashboard crashes on X" |
refactor |
brownfield, restructuring without behavior change | "extract this into a module" |
investigate |
exploratory, no commit intent | "what does our churn look like" |
If none of the above fits (or the user is ambiguous), ask once with
ask_user_question before scaffolding state.md. Do not guess.
Scaffold state.md
Once intent is locked:
git_root=$(git rev-parse --show-toplevel)
state_path="${STELOW_STATE:-$git_root/state.md}"
cp "$git_root/assets/state-template.md" "$state_path"
# then fill the YAML frontmatter:
# name: <short project name derived from intent>
# intent: <one of the 5 above>
# current_stage: triage (first canonical stage for every intent)
# status: active
# config:
# quality/exploration: derived from intent + scope (production/3 defaults; legacy appetite mapped once)
# review_mode: <Auto | Product Spec Gate | Product Spec + Interface Gates | Product Spec + Interface + Scopes | Product Spec + Interface + Tech Review | Product Spec + Interface + Tech Review + Code Diff>
# product_type: <software | docs | infra | data | research>
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.
- 14d ago Changed 1d8002b20255
- 18d ago Changed 50e72d72dc7a
- 1mo ago Changed 66cc304d57b1
- 1mo ago Changed · +5 lines ec463333d731
- 1mo ago Changed 46d9152cc16e
- 1mo ago Changed · -1 lines · -8 tokens per session 90c662a07d88
- 2mo ago First seen · 97 lines · 73 tokens per session scan A 0d09f0eacc1e
stelow-workflow-entry is a skill published in the GitHub repository calionauta/stelow (14 stars, last pushed 9d ago), licensed MIT. It adds 65 tokens to every session and 902 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 2026-09-04.
stelow-workflow-entry compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| stelow-workflow-entrycalionauta/stelow | Skill | 14 | 9d ago | MIT | A | 65 | 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 |