claude-code-my-workflow is a forkable setup for using Claude Code to produce and review academic papers, slides, data analyses, and replication packages. Researchers use its agents, skills, rules, hooks, and quality checks to coordinate these tasks and verify their results. The catalogue entries define the reusable workflow components for Claude Code.
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 pedrohcgs/claude-code-my-workflow --skill devils-advocategit clone --depth 1 https://github.com/pedrohcgs/claude-code-my-workflowWrote 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/pedrohcgs/claude-code-my-workflow/devils-advocate)<a href="https://agentmods.dev/skills/pedrohcgs/claude-code-my-workflow/devils-advocate"><img src="https://agentmods.dev/badge/skills/pedrohcgs/claude-code-my-workflow/devils-advocate/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/pedrohcgs/claude-code-my-workflow/devils-advocate"><img src="https://agentmods.dev/badge/skills/pedrohcgs/claude-code-my-workflow/devils-advocate.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 | $0.00089 | $0.00591 |
| Opus 5.5 | $0.00036 | $0.00236 |
| Sonnet 5.5 | $0.00018 | $0.00118 |
| Haiku 4.5 | $0.00009 | $0.00059 |
Grade A, and why
devils-advocate 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 1mo 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.
Copies of this mod
1 near-identical copy found in the catalogue:
- devils-advocate — 91% identical, 1 lines differ
How it starts
The opening of the file, as written. The whole thing — 83 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Devil's Advocate Review
Critically examine a slide deck and challenge its design with 5-7 specific pedagogical questions.
Philosophy: "We arrive at the best possible presentation through active dialogue."
Setup
- Read the target file (the lecture being challenged)
- Read the knowledge base in
.claude/rules/for notation conventions and narrative arc - If applicable, read adjacent lectures for narrative continuity
Challenge Categories
Generate 5-7 challenges from these categories:
1. Ordering Challenges
"Could students understand this better if we showed X before Y?"
2. Prerequisite Challenges
"Do students have the background for this notation at this point?"
3. Gap Challenges
"Should we include an intuitive example before this formal proof?"
4. Alternative Presentation Challenges
"Here are 2 other ways to visualize/present this concept."
5. Notation Conflict Challenges
"This symbol conflicts with earlier lecture usage."
6. Cognitive Load Challenges
"This slide has too many new symbols. Can we split?"
7. Book Vision Challenges
"If this becomes a book chapter, does this section stand alone?"
Output Format
# Devil's Advocate: [Lecture Title]
## Challenges
### Challenge 1: [Category] — [Short title]
**Question:** [The specific pedagogical question]
**Why it matters:** [What could go wrong]
**Suggested resolution:** [Specific action]
**Slides affected:** [Numbers or titles]
**Severity:** [High / Medium / Low]
[Repeat for 5-7 challenges]
## Summary Verdict
**Strengths:** [2-3 things done well]
**Critical changes:** [0-2 changes before teaching]
**Suggested improvements:** [2-3 nice-to-have changes]
Principles
- Be specific: Reference exact slides and notation
- Be constructive: Every challenge has a suggested resolution
- Be honest: If the deck is good, say so
- Prioritize: Notation conflicts > missed metaphors
- Think like a student: Where do they get lost?
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.
- 1mo ago First seen · 83 lines · 89 tokens per session scan A 981e681fd903
devils-advocate is a skill published in the GitHub repository pedrohcgs/claude-code-my-workflow (1,668 stars, last pushed 29d ago), licensed MIT. It adds 89 tokens to every session and 591 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.
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