interrogate
Use for "interrogate", "adversarial review", "multi-model review", "challenge this", "stress test this code", "find blind spots", or "tear this apart".
Skill by olibyte
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/olibyte-interrogate
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
Get the weekly diff
The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.
About
Use cases: testing, ml
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/interrogate
What's inside
- Skill name
interrogate- Description
- Use for "interrogate", "adversarial review", "multi-model review", "challenge this", "stress test this code", "find blind spots", or "tear this apart". Multiple LLM reviewers challenge changes from independent angles.
- License
- MIT
- Instructions
- 67 lines in SKILL.md · view on GitHub
Files (5)
- SKILL.md
- code-quality-review.md · references/
- lead-judgment.md · references/
- reviewer-prompt.md · references/
- rubric.md · references/
SKILL.md (first lines)
Codex `$interrogate`. Claude Code, Cursor, and Antigravity `/interrogate`. # Interrogate Spawn one reviewer per configured model to adversarially review code changes. The adversarial signal comes from model diversity, not assigned personas. The deliverable is a synthesized verdict. Do NOT auto-apply changes. ## Step 1, Scope Identify what to review from context: - If the user points at specific files or a diff, use that. - If on a feature branch, run `git diff main...HEAD` (or the appropriate base branch) for the full changeset. - If the user's message references recent work, gather the relevant files. Package the diff or file contents with any surrounding context files the reviewers need to understand the code. ## Step 2, Intent Before spawning reviewers, state the intent in one clear paragraph from the user's message, commit messages, the PR description if one exists, and the code. If you're unsure about the intent, ask the user before proceeding. ## Step 3, Spawn Reviewers Spawn all reviewers in one turn. Use the `interrogate reviewers` list from `.agents/models.md` when present, one reviewer per entry. If that file has no line, spawn 2 reviewers with no model and say they share the parent model. Each reviewer is the host's general-purpose subagent, does not write to the parent workspace, and uses its configured `interrogate reviewers` entry. Omit `model` when that file has no line, or when the value is `inherit`, `inherit-parent`, or `auto`. If a configured slug is rejected as unresolvable, check the valid slugs in the spawn error, pick the closest equivalent or omit `model`, and update `.agents/models.md` if that file named the bad slug. Do not block the review. Never treat `inherit`, `inherit-parent`, or `auto` as broken slugs. Read `references/reviewer-prompt.md` and fill in the same template for every reviewer with the stated intent, the diff or file contents, the rubric from `references/rubric.md`, and the code-quality lens from `references/code-quality-review.md`. ## Step 4, Synthesize As results come back, build a unified picture. Parse every reviewer's findings. Merge findings that describe the same issue differently, and note which models raised each one. Findings two or more models raised independently are the highest signal. Read a lone model's finding, but weight it accordingly. Note disagreements. If one model flags something and another explicitly says the opposite, that is context for the verdict. ## Step 5, Lead Judgment You are the lead reviewer, a pragmatic senior engineer, not a neutral aggregator. Read `references/lead-judgment.md` for the full framework. Put every finding in one of four buckets, with the model(s) that raised it and a one-line rationale. - **Act on**. Real issues affecting correctness, security, or maintainability given the actual goals. They would block a real PR. - **Consider**. Legitimate, but you're not sure they outweigh the cost of addressing them now. Worth the user's attention. - **Noted**. Technically valid but not actionable. Context-dependent, premature optimization, or low-impact at this stage. - **Dismissed**. Wrong, nitpicky, or missing context, with a brief reason. ## Output Format ### Intent > [The stated intent paragraph from Step 2] ### Reviewers - Reviewer [label]: [model name], [N findings] (one bullet per reviewer) ### Act On [Each: description, which models raised it, why it matters.] ### Consider [Each: description, which models raised it, the tradeoff.] ### Noted [Brief list.] ### Dismissed [Each with a brief rationale.] ### Agreement Map [Where models agreed and diverged, and what that pattern tells us.]
From olibyte/agent-toolkit, MIT.
More from olibyte/agent-toolkit
- 0.603score
principles
olibyte
Apply named engineering principles such as laziness, prove-it-works, and model-the-domain.
SkillAFreshness: A★ 2Claude Code +9 - 0.596score
poteto-help
olibyte
Guides users through this catalog, /poteto-mode, and picking the skill, playbook, or principle for a task.
SkillAFreshness: A★ 2Claude Code +9 - 0.575score
architect
olibyte
Sketch types, signatures, and module structure before code, then stay in the loop while implementation fills in.
SkillAFreshness: A★ 2Claude Code +9 - 0.575score
how
olibyte
Use for "how does X work", code walkthroughs before changing something, and placement / ownership / layering questions ("where should this live", "which…
SkillAFreshness: A★ 2Claude Code +9 - 0.575score
poteto-mode
olibyte
poteto's agent style for concise, detailed responses, deliberate subagents, unslopped prose, simple code, and verified work.
SkillAFreshness: A★ 2Claude Code +9 - 0.573score
benchmark-checklist
olibyte
Vet a perf measurement (limiter, tuning, limits, errors, repeatability, relevance, and whether the work happened) before you report or act on it.
SkillAFreshness: A★ 2Claude Code +9 - 0.573score
correct
olibyte
Find the mistakes agents keep repeating in this repo and make each one impossible.
SkillAFreshness: A★ 2Claude Code +9 - 0.570score
automate-me
olibyte
Use for "automate me", "create/update/refresh my -mode skill", "turn/capture my preferences or working style into a skill", or wanting agents to follow how…
SkillAFreshness: A★ 2Claude Code +9 - 0.570score
arena
olibyte
Spawn N parallel candidates at the same task, pick a base, graft the strongest parts of the losers into it.
SkillAFreshness: A★ 2Claude Code +9 - 0.557score
handoff
olibyte
Reconstructs or writes a coding-agent handoff from git and `.agents/handoff.md`.
SkillBFreshness: B★ 2Claude Code +9 - 0.534score
create-verification-skill
olibyte
Generate a project-local verification skill that drives your app the way a user does — any language, framework, or platform.
SkillBFreshness: B★ 2Claude Code +9 - 0.531score
no-comments
olibyte
Spawn Comment Sicko, fix accepted findings, and offer encodings for claimed constraints.
SkillBFreshness: B★ 2Claude Code +9
Signals
- Stars
- 2
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Oct 11, 2026 (18 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/olibyte/agent-toolkit
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from olibyte
- 0.603score
principles
olibyte
Apply named engineering principles such as laziness, prove-it-works, and model-the-domain.
SkillAFreshness: A★ 2Claude Code +9 - 0.596score
poteto-help
olibyte
Guides users through this catalog, /poteto-mode, and picking the skill, playbook, or principle for a task.
SkillAFreshness: A★ 2Claude Code +9 - 0.575score
poteto-mode
olibyte
poteto's agent style for concise, detailed responses, deliberate subagents, unslopped prose, simple code, and verified work.
SkillAFreshness: A★ 2Claude Code +9 - 0.575score
how
olibyte
Use for "how does X work", code walkthroughs before changing something, and placement / ownership / layering questions ("where should this live", "which…
SkillAFreshness: A★ 2Claude Code +9 - 0.575score
architect
olibyte
Sketch types, signatures, and module structure before code, then stay in the loop while implementation fills in.
SkillAFreshness: A★ 2Claude Code +9 - 0.573score
benchmark-checklist
olibyte
Vet a perf measurement (limiter, tuning, limits, errors, repeatability, relevance, and whether the work happened) before you report or act on it.
SkillAFreshness: A★ 2Claude Code +9
Cite this page
interrogate skill. Agent Mart. https://agentmart.dev/skills/olibyte-interrogate (last updated 2026-10-24)