interrogate
Use for "interrogate", "adversarial review", "multi-model review", "challenge this", "stress test this code", "find blind spots", or "tear this apart".
Skill by alexanderop
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/alexanderop-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
- 114 lines in SKILL.md · view on GitHub
Files (6)
- SKILL.md
- openai.yaml · agents/
- code-quality-review.md · references/
- lead-judgment.md · references/
- reviewer-prompt.md · references/
- rubric.md · references/
SKILL.md (first lines)
# Interrogate Before delegating, read [the harness instructions](../../harness/README.md) and the active harness file. Map agent names, tool arguments, and model roles there. Spawn one reviewer per configured model to adversarially review code changes. Each model gets the same prompt and rubric. The adversarial signal comes from model diversity, not assigned personas. The deliverable is a synthesized verdict. Do NOT auto-apply changes. ## Step 1, Determine 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) plus any surrounding context files the reviewers need to understand the code. ## Step 2, State the Intent Before spawning reviewers, state the intent explicitly. Derive this from: - The user's message - Commit messages - PR description if one exists - The code itself Write one clear paragraph. If you're unsure about the intent, ask the user before proceeding. ## Step 3, Spawn Reviewers Launch all reviewers in a single message using the harness's subagent tool. Use the `interrogate reviewers` list from `~/.pstack/models.md` when present, one reviewer per entry, extending or shrinking the Reviewer A/B/C/D labels below to the configured entry count. Otherwise use the table defaults. | Subagent | Default model | |----------|---------------| | Reviewer A | the first `interrogate reviewers` entry in the active harness file | | Reviewer B | the second entry | | Reviewer C | the third entry | | Reviewer D | the fourth entry | Four reviewers is the shape, not four *families*. On a single-family harness the entries are capability tiers rather than rival vendors, and the panel still does its job: four independent reads of the same diff. Say which it was in the report so the reader knows how much the agreement is worth. For each reviewer: - `subagent_type`: the harness's general-purpose agent (`general-purpose` on Claude Code, `generalPurpose` on Cursor) - `model`: the configured `interrogate reviewers` entry, or the table default with no configured line - `readonly`: `true` If a model slug is rejected as unresolvable when you try to spawn the subagent, check the valid slugs in the harness's subagent tool's error message, pick the closest equivalent (prefer the highest-reasoning tier of the same family), spawn with the valid slug, and open a separate PR to update the configured value or default table. Do not block the review on the slug issue. If the configured value is `inherit-parent` or `auto`, omit `model` instead. Never treat those aliases as broken slugs or enter this fallback for them. Read `references/reviewer-prompt.md` and fill in the template with: 1. The stated intent 2. The diff or file contents 3. The review rubric from `references/rubric.md` 4. The code-quality lens from `references/code-quality-review.md` The same filled template goes to all reviewers, so every model applies the code-quality lens. ## Step 4, Synthesize As results come back, build a unified picture: 1. **Parse all findings** from the reviewers 2. **Identify consensus**. Findings raised by 2+ models independently are highest signal. 3. **Identify lone-model findings**. Still worth reading, but weight accordingly. 4. **Deduplicate**. Different models may describe the same issue differently. Merge these and note which models raised it. 5. **Note disagreements**. If one model flags something and another explicitly says the opposite, that's useful 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. Categorize every finding using these buckets: - **Act on**. Real issues affecting correctness, security, or maintainability given the actual goals. These would block a real PR. - **Consider**. Legitimate points, but you're not sure they outweigh the cost of addressing them right now. Worth the user's attention. - **Noted**. Technically valid but not actionable. Context-dependent, premature optimization, or low-impact given the current stage. - **Dismissed**. Wrong, nitpicky, or missing context. Brief explanation why. For each finding, include: - Which model(s) raised it - The category (act on / consider / noted / dismissed) - A one-line rationale for the categorization ## Output Format Present the verdict in this structure: ### Intent > [The stated intent paragraph from Step 2] ### Reviewers - Reviewer [label]: [model name], [N findings] (one bullet per reviewer) ### Act On [Findings that should be addressed. For each: description, which models raised it, why it matters.] ### Consider [Findings worth thinking about. For each: description, which models raised it, tradeoff involved.] ### Noted [Valid but low-priority. Brief list.] ### Dismissed [Rejected findings with brief rationale.] ### Agreement Map [Where did models agree, where did they diverge, and what does the pattern of agreement/disagreement tell us?]
From alexanderop/pstack, MIT.
More from alexanderop/pstack
- 0.544score
browse-web
alexanderop
Browse websites, interact with forms, capture screenshots, and verify frontend behavior using the active harness's browser driver.
SkillBFreshness: B★ 1Claude Code +9 - 0.524score
architect
alexanderop
Sketch types, signatures, and module structure before code, then stay in the loop while implementation fills in.
SkillBFreshness: B★ 1Claude Code +9 - 0.524score
how
alexanderop
Use for "how does X work", code walkthroughs before changing something, and placement / ownership / layering questions ("where should this live", "which…
SkillBFreshness: B★ 1Claude Code +9 - 0.524score
create-verification-skill
alexanderop
Generate a project-local verification skill that drives your app the way a user does — any language, framework, or platform.
SkillBFreshness: B★ 1Claude Code +9 - 0.522score
figure-it-out
alexanderop
Design an auditable playbook when no narrower one fits: a large migration, an ambitious multi-part change, or work a human reviews after stepping away.
SkillBFreshness: B★ 1Claude Code +9 - 0.520score
poteto-mode
alexanderop
poteto's agent style for concise, detailed responses, deliberate subagents, unslopped prose, simple code, and verified work.
SkillBFreshness: B★ 1Claude Code +9 - 0.519score
automate-me
alexanderop
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…
SkillBFreshness: B★ 1Claude Code +9 - 0.519score
arena
alexanderop
Spawn N parallel candidates at the same task, pick a base, graft the strongest parts of the losers into it.
SkillBFreshness: B★ 1Claude Code +9 - 0.519score
maintain-verification-skill
alexanderop
Periodic pass that keeps a project's verification skill and feature map honest: parallel source readers per feature, one live session driving every feature…
SkillBFreshness: B★ 1Claude Code +9 - 0.516score
no-comments
alexanderop
Spawn Comment Sicko, fix accepted findings, and offer encodings for claimed constraints.
SkillBFreshness: B★ 1Claude Code +9
Signals
- Stars
- 1
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Sep 18, 2026 (1 month ago)
- Last release
- Sep 10, 2026 (1 month ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/alexanderop/pstack
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from alexanderop
- 0.544score
browse-web
alexanderop
Browse websites, interact with forms, capture screenshots, and verify frontend behavior using the active harness's browser driver.
SkillBFreshness: B★ 1Claude Code +9 - 0.524score
how
alexanderop
Use for "how does X work", code walkthroughs before changing something, and placement / ownership / layering questions ("where should this live", "which…
SkillBFreshness: B★ 1Claude Code +9 - 0.524score
create-verification-skill
alexanderop
Generate a project-local verification skill that drives your app the way a user does — any language, framework, or platform.
SkillBFreshness: B★ 1Claude Code +9 - 0.524score
architect
alexanderop
Sketch types, signatures, and module structure before code, then stay in the loop while implementation fills in.
SkillBFreshness: B★ 1Claude Code +9 - 0.522score
figure-it-out
alexanderop
Design an auditable playbook when no narrower one fits: a large migration, an ambitious multi-part change, or work a human reviews after stepping away.
SkillBFreshness: B★ 1Claude Code +9 - 0.520score
poteto-mode
alexanderop
poteto's agent style for concise, detailed responses, deliberate subagents, unslopped prose, simple code, and verified work.
SkillBFreshness: B★ 1Claude Code +9
Cite this page
interrogate skill. Agent Mart. https://agentmart.dev/skills/alexanderop-interrogate (last updated 2026-10-24)