Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/calionauta/stelownpx agentmods add skills/calionauta/stelow/stelow-workflow-execution-critiqueWrote 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-execution-critique)<a href="https://agentmods.dev/skills/calionauta/stelow/stelow-workflow-execution-critique"><img src="https://agentmods.dev/badge/skills/calionauta/stelow/stelow-workflow-execution-critique/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-execution-critique"><img src="https://agentmods.dev/badge/skills/calionauta/stelow/stelow-workflow-execution-critique.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00092 | $0.04075 |
| Opus 5.5 | $0.00037 | $0.01630 |
| Sonnet 5.5 | $0.00018 | $0.00815 |
| Haiku 4.5 | $0.00009 | $0.00407 |
Grade A, and why
stelow-workflow-execution-critique 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 10d 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 — 459 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Execution Critique
sem diffis the primary diff tool. Whensemis available, always usesem difffirst for entity-level change detection (functions, types, methods). Usegit diffonly as fallback whensemis absent. The entire skill follows this convention — the fallback table in Tool Availability covers everysemcommand's git equivalent.
Standalone awareness: when inside stelow, reads scope + mode from .stelow/*/plans/spec-tech*.md and stelow.json. When standalone, auto-detects input type (plan path, directory, URL, or nothing). The HAS_WORKFLOW_DIR flag gates stelow-specific features; all audit criteria work in both modes.
Overview
Run a structured audit after any implementation — whether it followed the full
stelow or was done ad-hoc. Every evaluation criterion runs in
every mode; only the source of truth differs based on what input is available.
Tools: See
../stelow-workflow-orchestrator/references/cli-tools/subagents.mdfor subagent patterns. For large outputs, usebashwith output truncation, orreadwith offset/limit.
🔀 Input Detection
Detect the input type before proceeding:
Input received:
├── Is a path ending in spec-tech*.md?
│ └→ 🗺️ Mode: Workflow Audit (source of truth = plan scopes)
├── Is a path ending in spec-product*.md or spec-*.md?
│ └→ 📋 Mode: Plan Audit (source of truth = product spec)
├── Is a directory path or URL?
│ └→ 📁 Mode: Context Audit (source of truth = sem diff + git + session)
├── User described what changed verbally?
│ └→ Use description to scope the audit. Still run sem diff / git diff
│ to auto-discover changes, but use inline text as the primary
│ scope anchor for what to evaluate.
└── NOTHING / no input?
└→ 💻 Mode: Standalone Audit (source of truth = auto-discovered)
Run: sem diff HEAD~1 (or git fallback), git diff, session file list
If nothing found: ask "What changed?"
What ships with it
3 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.
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.
- 10d ago Changed 6e4724e04b56
- 14d ago Changed · +5 lines 4b96d532162e
- 1mo ago Changed · +2 lines 7819fc77218b
- 1mo ago Changed · +6 lines 45c4e18c0fe3
- 1mo ago Changed · +18 lines 51cdc0335a38
- 1mo ago Changed · +4 lines 8e81be197591
- 1mo ago Changed b625ca88bf26
- 1mo ago Changed · -364 lines 4e920fd9865b
- 2mo ago First seen · 788 lines · 92 tokens per session scan A 0f3483e12026
stelow-workflow-execution-critique is a skill published in the GitHub repository calionauta/stelow (14 stars, last pushed 9d ago), licensed MIT. It adds 92 tokens to every session and 4,075 once invoked, about $0.0004 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-execution-critique compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| stelow-workflow-execution-critiquecalionauta/stelow | Skill | 14 | 9d ago | MIT | A | 92 | Claude Code, Codex |
| autoreviewopenclaw/clawhub | Skill | 9.5k | yesterday | MIT | A | 17 | Claude Code, Codex |
| agent-teams-simplify-and-hardenLeoYeAI/openclaw-master-skills | Skill | 2.2k | 6d ago | MIT | A | 115 | Claude Code, Codex |
| omh-code-reviewrlaope/oh-my-hermes | Skill | 5.2k | yesterday | MIT | A | 48 | Claude Code, Codex |
| revdiff-planumputun/revdiff | Skill | 945 | yesterday | MIT | A | 84 | Claude Code |
| explore-unknownsdzhng/skills | Skill | 1.4k | 2d ago | MIT | A | 162 | Claude Code, Codex |
| re0-mergeLilMGenius/paperthin | Skill | 1.4k | 4d ago | MIT | A | 70 | Claude Code |