Offensive Reporting
SnailSploit/Claude-Red
Penetration test and red team report writing methodology. An agent skill from SnailSploit/Claude-Red.
Answer general or cross-domain questions with a non-pleasing rational mode: adversarial red-team and blue-team expert analysis, mutually exclusive conclusions, up to five debate rounds, saved…
$ npx skills add digoal/blog --skill rational-red-blue-debate -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install digoal/blog rational-red-blue-debate --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/digoal/blog.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/rational-red-blue-debate .claude/skills/rational-red-blue-debate && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "rational-red-blue-debate" agent skill from https://github.com/digoal/blog/tree/master/skills/rational-red-blue-debate into .claude/skills/rational-red-blue-debate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rational-red-blue-debate", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/digoal/blog/tree/master/skills/rational-red-blue-debateType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add digoal/blog --skill rational-red-blue-debate -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install digoal/blog rational-red-blue-debate --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/digoal/blog.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/rational-red-blue-debate .agents/skills/rational-red-blue-debate && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "rational-red-blue-debate" agent skill from https://github.com/digoal/blog/tree/master/skills/rational-red-blue-debate into .agents/skills/rational-red-blue-debate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rational-red-blue-debate", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add digoal/blog --skill rational-red-blue-debate -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install digoal/blog rational-red-blue-debate --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/digoal/blog.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/rational-red-blue-debate .cursor/skills/rational-red-blue-debate && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "rational-red-blue-debate" agent skill from https://github.com/digoal/blog/tree/master/skills/rational-red-blue-debate into .cursor/skills/rational-red-blue-debate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rational-red-blue-debate", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/digoal/blog.git --path skills/rational-red-blue-debate--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add digoal/blog --skill rational-red-blue-debate -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install digoal/blog rational-red-blue-debate --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/digoal/blog.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/rational-red-blue-debate .gemini/skills/rational-red-blue-debate && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "rational-red-blue-debate" agent skill from https://github.com/digoal/blog/tree/master/skills/rational-red-blue-debate into .gemini/skills/rational-red-blue-debate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rational-red-blue-debate", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install digoal/blog rational-red-blue-debateInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add digoal/blog --skill rational-red-blue-debate -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/digoal/blog.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/rational-red-blue-debate .github/skills/rational-red-blue-debate && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "rational-red-blue-debate" agent skill from https://github.com/digoal/blog/tree/master/skills/rational-red-blue-debate into .github/skills/rational-red-blue-debate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rational-red-blue-debate", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add digoal/blog --skill rational-red-blue-debate -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install digoal/blog rational-red-blue-debate --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/digoal/blog.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/rational-red-blue-debate .opencode/skills/rational-red-blue-debate && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "rational-red-blue-debate" agent skill from https://github.com/digoal/blog/tree/master/skills/rational-red-blue-debate into .opencode/skills/rational-red-blue-debate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rational-red-blue-debate", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
rational-red-blue-debateAnswer general or cross-domain questions with a non-pleasing rational mode: adversarial red-team and blue-team expert analysis, mutually exclusive conclusions, up to five debate rounds, saved…
Rational Red Blue Debate is an agent skill from digoal/blog. Answer general or cross-domain questions with a non-pleasing rational mode: adversarial red-team and blue-team expert analysis, mutually exclusive conclusions, up to five debate rounds, saved Markdown intermediate expert outputs, and a final first-person judge-written plain-language article. Use when the user asks for rational adversarial analysis, red/blue team debate, non-flattering judgment, evidence-backed multi-expert reasoning, or a final Markdown answer to a broad question.
Its SKILL.md is about 2.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).
It sits in Security, covering Security operations, Plain language and style rules and Red teaming and adversary simulation. The repository describes itself as: AI,Opensource,Database,Business,Finance,Minds. git clone --depth 1 https://github.com/digoal/blog. The licence is GPL-2.0.
7 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit ad6fcb7. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Rational Red Blue Debate loads about 2.2k tokens when it runs. Until then it costs about 128 tokens; SKILL.md has 1,198 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from digoal/blog at commit ad6fcb7, republished under its GPL-2.0 licence (© digoal). 1,198 words, ~2,189 tokens.
.claude/skills/rational-red-blue-debate/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Use a calm, non-pleasing, truth-seeking tone. Do not optimize for agreement with the user. Name weak premises, missing evidence, and uncomfortable implications directly.
Default to Chinese output unless the user requests another language.
Save all Markdown outputs under the current project's markdown/ directory. Create the directory if it does not exist.
The red and blue conclusions must be mutually exclusive. If the initial question is ambiguous, define the exact proposition being debated before forming teams.
Each team must strongly defend its conclusion. Do not make both sides converge into a bland compromise during the debate. Let the judge handle synthesis.
Each team must:
Causal chain must be presented in chronological order. Every claim of the form "X happened because of Y" or "Z was decided at time T" must be supportable by an explicit timestamp. Do not use vague phrases like "early stage" / "later period" / "before the product matured" — replace with concrete dates or date ranges (e.g., "2025 H2", "between 2024-11 and 2025-05"). A cause cannot logically precede an effect that has already occurred in the public record.
When the question involves multiple generations of a product, multiple events, or an evolutionary timeline, special care is required. The classic trap is to assert a decision was "locked in" at a date when the dependent fact was already public.
Required when context is multi-generational or multi-event:
For each expert role, write a separate Markdown file named:
markdown/<slug>-<team>-<role>.md
Use ASCII filenames. The <slug> should summarize the user question in short hyphen-case.
Each expert file must include:
# <Role> - <Team> TeamIf an SVG is needed, save it as a separate .svg file under markdown/ and reference it from the Markdown file. Prefer Mermaid or ASCII diagrams when they are sufficient.
Keep the debate within five rounds. Each round should be concise and adversarial:
Save the debate transcript as:
markdown/<slug>-red-blue-debate.md
Include each round's claims, counterclaims, evidence disputes, and unresolved assumptions.
The judge is a third role, independent from both teams. The judge must integrate both sides into one fluent beginner-friendly Markdown article.
The final article must:
Save the final article as:
markdown/<slug>-judge-final.md
Before replying to the user:
In the final response to the user, list the generated file paths and note any verification that could not be completed.
If, after producing the deliverables, a chronology or temporal-ordering error is discovered (e.g., a user points out that a "decision at time T" actually post-dates the dependent event):
© digoal, GPL-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 1 other file in skills/rational-red-blue-debate of digoal/blog.
Open the folder on GitHubat commit ad6fcb7
Rational Red Blue Debate next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Rational Red Blue Debate this skilldigoal/blog | 8.6k | — | ~2.2k | Automated safety check: Pass | GPL-2.0 | |
| Offensive ReportingSnailSploit/Claude-Red | 7.4k | — | ~3.7k | Automated safety check: Pass | MIT | |
| ISO 24495 Text AuditGaZmagik/iso-24495 | 190 | — | ~817 | Automated safety check: Pass | MIT | |
| Councilwarpdotdev/common-skills | 610 | 1 repos | ~1.8k | Automated safety check: Pass | MIT | |
| Cybersecurityohmyjahh/xquads-squads | 277 | — | ~895 | Automated safety check: Pass | MIT | |
| Secops Investigategoogle/skills | 21k | 1 repos | ~4.2k | Automated safety check: Pass | Apache-2.0 |
SnailSploit/Claude-Red
Penetration test and red team report writing methodology. An agent skill from SnailSploit/Claude-Red.
GaZmagik/iso-24495
Audits a Markdown or text file or folder you choose for plain-language problems such as legalese, wordy phrases and long sentences, reporting each finding with file and line.
warpdotdev/common-skills
Run a model-diverse subagent council to investigate the same problem from multiple perspectives, compare findings, and produce a final recommendation.
ohmyjahh/xquads-squads
Squad de 15 agentes de seguranca ofensiva e defensiva (Georgia Weidman, Peter Kim, Jim Manico, Chris Sanders, Omar Santos, Marcus Carey) cobrindo pentest, red team, blue team, AppSec, recon e…
google/skills
Expert guidance for deep security incident and entity investigations in Google SecOps.
mukul975/Anthropic-Cybersecurity-Skills
Detect Azure service principal abuse in Microsoft Entra ID using KQL detection queries (Sentinel/Splunk) against Azure AD Audit and Sign-in Logs, covering added credentials, privileged role…
digoal/blog
三层审查模型,逐段逐句验证文章真伪、证据链与逻辑结构。Use when the user asks to fact-check, verify, audit, or evaluate the credibility of an article, essay, report, opinion piece, social-media post, or any written claim —…
digoal/blog
Find latent bugs in a local PostgreSQL source tree (RELxxSTABLE branch or HEAD) the way a core hacker does: build a heavily-poisoned debug instance (cassert + cache-discard + -O0/-ggdb3 + core…
digoal/blog
Portable digital employee distilled from digoal's personal blog for PostgreSQL, PolarDB, DuckDB, AI+database, vector/RAG, database operations, source-code reading, technical content creation…
digoal/blog
从论文 PDF 文件或论文 PDF URL 生成通俗易懂、图文并茂、带批判性评估的中文 Markdown 解读,并保存到当前项目的 markdown 目录。Use when the user asks to interpret,精读,解读,summarize,explain,analyze, or write an article from an academic paper PDF…
digoal/blog
Analyze a product from documentation, websites, PDFs, articles, release notes, pricing pages, app listings, reviews, filings, or related links; save separate intermediate analyses from seven roles…
digoal/blog
Turn a blog post, article, notes, or any source material into a set of vertical poster images — one cover plus several coherent content slides that explain the core points.
Categories
Answer general or cross-domain questions with a non-pleasing rational mode: adversarial red-team and blue-team expert analysis, mutually exclusive conclusions, up to five debate rounds, saved…. Rational Red Blue Debate is an agent skill from digoal/blog. Answer general or cross-domain questions with a non-pleasing rational mode: adversarial red-team and blue-team expert analysis, mutually exclusive conclusions, up to five debate rounds, saved Markdown intermediate expert outputs, and a final first-person judge-written plain-language article.
Rational Red Blue Debate fits situations like: the user asks for rational adversarial analysis; red/blue team debate; non-flattering judgment; evidence-backed multi-expert reasoning.
Run `npx skills add digoal/blog --skill rational-red-blue-debate -a claude-code`. Or copy the skill folder (skills/rational-red-blue-debate in digoal/blog) into .claude/skills/rational-red-blue-debate in your project. Claude Code loads it when a task matches its description.
Run `npx skills add digoal/blog --skill rational-red-blue-debate -a codex`. Or copy the skill folder (skills/rational-red-blue-debate in digoal/blog) into .agents/skills/rational-red-blue-debate in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add digoal/blog --skill rational-red-blue-debate -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/rational-red-blue-debate, .gemini/skills/rational-red-blue-debate, .github/skills/rational-red-blue-debate and .opencode/skills/rational-red-blue-debate in your project.
SKILL.md names no scripts, command-line tools or credentials: Rational Red Blue Debate is instructions for the agent only.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Rational Red Blue Debate is published under the GPL-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.2k tokens (SKILL.md is roughly 8.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Rational Red Blue Debate: Offensive Reporting (SnailSploit/Claude-Red, 7.4k stars), ISO 24495 Text Audit (GaZmagik/iso-24495, 190 stars), Council (warpdotdev/common-skills, 610 stars) and Cybersecurity (ohmyjahh/xquads-squads, 277 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
digoal (a GitHub user) maintains it in digoal/blog, which has 8,588 GitHub stars. The repository holds 98 skills in this directory. The repository was last updated on October 9, 2026.
Source: digoal/blog on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.