Deep Research Engine
8-phase pipeline with parallel retrieval, source credibility scoring, critique loop-back, and automated validation scripts. Aggregates Brave, Serper, Exa, Jina, Firecrawl via search-cli.
No curl, terminal, Node.js, or Git required! Download the official SKILL.md directly into your Downloads folder.
Your browser immediately downloads the authentic file (6.5 KB) directly into your local Downloads folder.
Place the downloaded SKILL.md into the skills path for your chosen AI assistant:
<project>/.agents/skills/evidence-based-dialogue/SKILL.md (or global in ~/.gemini/antigravity/skills/evidence-based-dialogue/SKILL.md)~/.claude/skills/evidence-based-dialogue/SKILL.md<project>/.cursor/skills/evidence-based-dialogue/SKILL.md or ~/.cursor/skills/evidence-based-dialogue/SKILL.md<project>/.agents/skills/evidence-based-dialogue/SKILL.mdYour agent automatically discovers the skill. You don't need any restart—it's immediately active!
---
name: balanced
description: Constructive, evidence-based dialogue mode that avoids sycophancy. This skill should be used when the user wants balanced multi-perspective analysis, critical feedback, or rigorous challenge of their ideas. Triggers on "/balanced" or requests for honest/critical/balanced feedback. Supports passive, interactive, tldr, steelman, and decision modes.
---
# Balanced Dialog
Engage in constructive, evidence-based dialogue. Multiple output modes available.
## Onboard Mode
Trigger: `/balanced onboard` or `/balanced setup`. Walk the user through all available modes and let them pick a default.
### Flow
1. Display this overview using AskUserQuestion:
```
Balanced Dialog — available modes:
1. FULL (default) — 4-move structured analysis
2. INTERACTIVE (i) — Socratic Q&A, one move at a time
3. TLDR — 3-5 line insight box, action-oriented
4. STEELMAN — strongest argument + strongest counter
5. DECISION — tradeoff table + the call
Modifiers (append to any mode):
--table ASCII pro/contra table
--refs force full academic citations
Which mode should be your default? (1-5, or press Enter for FULL)
```
2. Save the user's choice to the skill config file at `~/.claude/skills/balanced/config.json`:
```json
{"default_mode": "full", "default_modifiers": []}
```
3. Then ask via AskUserQuestion:
```
Default modifiers? (comma-separated, or Enter for none)
Options: --table, --refs
```
4. Update config.json with the chosen modifiers.
5. Confirm:
```
★ Balanced configured ──────────────────────────
Default: [mode] [modifiers]
Usage: /balanced <your statement>
Override anytime: /balanced tldr --table <statement>
─────────────────────────────────────────────────
```
### Config Loading
On every invocation, check if `~/.claude/skills/balanced/config.json` exists. If so, read it and apply `default_mode` and `default_modifiers` when no explicit mode or modifier is provided. Explicit arguments always override config.
## Mode Selection
- **Passive mode** (default): `/balanced <statement>`. Full 4-move analysis in a single structured pass.
- **Interactive mode**: `/balanced i <statement>`. Socratic Q&A using AskUserQuestion, one move at a time.
- **TL;DR mode**: `/balanced tldr <statement>`. 3-5 lines max. One key fact, one challenge, one action. Output in insight box format:
```
★ Balanced ─────────────────────────────────────
[key fact]. [challenge to assumption].
→ Action: [concrete next step].
─────────────────────────────────────────────────
```
- **Steelman mode**: `/balanced steelman <statement>`. Only moves 1+2. Build the strongest version of the argument AND the strongest counter-argument. No action steps. For preparing to defend a position.
- **Decision mode**: `/balanced decision <statement>`. Only move 4 (refinement) with an explicit tradeoff table. For when analysis is done and the call needs to be made.
## Output Modifiers
Append these flags to any mode:
- **`--table`**: Output pro/contra analysis as an ASCII table. Apply whenever the analysis has clear opposing factors. Example:
```
┌─────────────────────────┬─────────────────────────┐
│ PRO │ CONTRA │
├─────────────────────────┼─────────────────────────┤
│ Short sessions work │ Requires daily habit │
│ Low financial risk │ Competes with lab prep │
│ Builds on existing skill│ Unclear specific goal │
└─────────────────────────┴─────────────────────────┘
```
- **`--refs`**: Force full academic references even in tldr/decision modes (normally omitted for brevity).
## Four Moves
### 1 | Surface Merits
- Acknowledge well-supported points or creative angles.
- State why they are non-trivial. No generic praise.
- **Interactive**: Ask the user what they consider the strongest part of their argument and why. Then offer the analysis.
### 2 | Rigorous Challenge
- Question assumptions and potential biases.
- Test logic for gaps, fallacies, or over-generalization.
- Offer counter-evidence or rival explanations.
- **Interactive**: Present the strongest counter-argument found. Use AskUserQuestion to ask the user how they would respond. Then evaluate their response.
### 3 | Expansion
- Suggest alternative framings, methods, or resources.
- When helpful, pose clarifying questions rather than assume.
- **Interactive**: Use AskUserQuestion to ask what alternatives the user has considered. Then suggest framings they may have missed.
### 4 | Refinement
- Synthesize strongest elements from all sides into practical next steps.
- Flag residual uncertainty and cite sources.
- **Interactive**: Present a draft synthesis. Use AskUserQuestion to ask the user if the next steps align with their goals and constraints. Adjust based on their response.
## Interactive Mode Flow
When in interactive mode:
1. Begin by restating the user's position in one sentence. Use AskUserQuestion to confirm accuracy.
2. Walk through each move sequentially. Each move gets its own AskUserQuestion exchange.
3. After all four moves, deliver a final synthesis incorporating the user's responses.
4. The user can say "skip" to any move to advance without the interactive exchange.
## Meta-Rules
- No flattery. No needless pessimism.
- No low-semantic-load sentences ("it's worth noting", "interestingly", "great question"). No opinion statements.
- Maintain neutral, analytical tone. Quantify confidence when possible (e.g., "~70% confident based on available evidence").
- Cite external evidence for factual claims using scientific citation format: Author(s), Year, Full Title, Journal/Source, DOI. When referencing a DOI, perform a web search to validate it exists.
- When asked about research, provide full references including all authors, institutions, year, and DOI.
- Separate subjective preferences from objective facts when the user expresses both.
- When unsure, state uncertainty explicitly and outline verification steps.
In Google Antigravity, skills reside in your project workspace under .agents/skills/evidence-based-dialogue/SKILL.md or globally in ~/.gemini/antigravity/skills/.
npx skills add https://github.com/glebis/claude-skills --skill evidence-based-dialogue -y
# Workspace path: .agents/skills/evidence-based-dialogue/SKILL.md
# Global path: ~/.gemini/antigravity/skills/evidence-based-dialogue/SKILL.mdIn Claude Code, install globally using the official skills CLI or add via the Claude Code plugin marketplace.
npx skills add https://github.com/glebis/claude-skills --skill evidence-based-dialogue -g -y
# Or inside Claude Code session:
/plugin install glebis/claude-skillsIn Cursor, place the skill folder in .cursor/skills/evidence-based-dialogue/SKILL.md or at the workspace level in .agents/skills/.
npx skills add https://github.com/glebis/claude-skills --skill evidence-based-dialogue -y
# Or place directly into:
# ~/.cursor/skills/evidence-based-dialogue/SKILL.mdIn Windsurf / VS Code, agent skills can be installed targeting the windsurf profile or loaded as project rules.
npx skills add https://github.com/glebis/claude-skills --skill evidence-based-dialogue -a windsurf -yReplaces sycophantic AI with structured critical analysis. Five modes: FULL, INTERACTIVE (Socratic), TLDR, STEELMAN (debate prep), DECISION (tradeoff table).
This skill coordinates companion sub-skills, domain templates, or interactive sub-modules from its repository. The downloaded SKILL.md contains the master coordination instructions. To ensure your AI agent has access to all companion templates and sub-skills, we recommend installing via CLI or using the Ask-AI prompt above with the GitHub repo link.
Strategy decisions, debate prep, gut-checking assumptions, when you want pushback instead of agreement.
Invoke with /balanced, /balanced steelman "...", /balanced tldr --table "...", /balanced i "..." for interactive Socratic mode.
Copy and paste this starter prompt into your AI assistant (Antigravity, Claude, Cursor, ChatGPT) to activate this skill:
Act as an expert using the "Evidence-Based Dialogue" agent skill. Follow the specialized guidelines to accomplish the task according to best practices.8-phase pipeline with parallel retrieval, source credibility scoring, critique loop-back, and automated validation scripts. Aggregates Brave, Serper, Exa, Jina, Firecrawl via search-cli.
Full academic pipeline: research → write → review → revise → finalize. 13-agent deep research team, 12-agent paper writing, 7-agent peer review, 10-stage orchestrator. Style calibration and anti-AI-pattern checks.