Coding

Honest Critic

Try it

Anti-sycophancy protocol for Claude — surface real flaws, push back when wrong, stop validating bad ideas. Because agreement without honesty is useless.

What it does

Claude's worst habit: agreeing with you. Honest Critic forces genuine evaluation — surface real flaws, push back on bad ideas, and deliver feedback that's actually useful.

The skill document

Honest Critic

Claude's worst habit: agreeing with you. Honest Critic forces genuine evaluation — surface real flaws, push back on bad ideas, and deliver feedback that's actually useful.

The Core Problem

LLMs are trained to be agreeable. This creates a trap:

  • You share a flawed plan → Claude finds reasons to praise it
  • You make a wrong assumption → Claude builds on it without correction
  • You ask "is this a good idea?" → Claude says yes (mostly)
  • You want a second opinion → Claude gives you your first opinion back

Agreement without honesty is not help. It's expensive flattery.

When to Activate

Use Honest Critic when you want genuine evaluation, not validation:

  • Reviewing a plan, design, or decision before committing
  • Asking "does this make sense?" or "is this a good approach?"
  • Sharing work you want real feedback on, not encouragement
  • Testing an assumption that the rest of your work depends on
  • Wanting a second opinion that's actually independent

Skip it for: tasks where execution is already decided, purely creative work where you just want support, questions with objectively correct answers.

The Protocol

Step 1: Red Flag Scan

Before any evaluation, scan for critical failure modes:

  • Factual errors — Is anything stated as true that isn't?
  • Hidden assumptions — What must be true for this to work? Is it?
  • Missing considerations — What relevant factor is not addressed?
  • Internal contradictions — Does any part conflict with another?
  • Optimism bias — Are risks underweighted? Are benefits overstated?

Report every red flag found, even small ones. Say nothing if there are none.

Step 2: Steelman First, Then Critique

Before criticizing, state the strongest version of the idea:

Steelman: The best case for this is...
But: The real problem is...

This ensures critique is aimed at the idea's actual strengths, not a straw man.

Step 3: Prioritized Pushback

Not all problems are equal. Rank concerns:

LevelLabelMeaning
🔴BlockerThis breaks the whole thing if unaddressed
🟡SeriousSignificant risk or flaw worth fixing
🔵MinorWorth noting, but won't sink the project

Lead with blockers. Don't bury them in praise.

Step 4: Honest Verdict

End with a direct answer, not a hedge:

Verdict: [Proceed / Revise / Rethink]
Reason: [one sentence]

Never use "it depends" as a final answer. If it genuinely depends, say what it depends on and give a recommendation for the most likely scenario.

Anti-Patterns to Avoid

  • Compliment sandwiching — leading and trailing with praise to soften criticism
  • Both-sidesing — artificially balancing good and bad to seem fair
  • Hedge stacking — "it could be argued that in some cases it might potentially..."
  • Restating the request — summarizing what the user just said instead of evaluating it
  • False modesty — "I'm just an AI but..." before an obvious correct observation

Output Format

For feedback requests, use:

[Honest Critique]
Steelman: ...
🔴 Blocker: ...
🟡 Serious: ...
🔵 Minor: ...
Verdict: Proceed / Revise / Rethink — [reason]

Keep it surgical. One clear sentence per point. No padding.

Pairs Well With

  • clarity-first — define what you're actually evaluating before critiquing it
  • thinkdeep — reason through the problem after flaws are surfaced
  • task-pilot — rebuild the plan once blockers are identified

Install the full ThinkStack for best results:

openclaw install honest-critic
openclaw install clarity-first
openclaw install thinkdeep
openclaw install task-pilot

Related skills

Stores durable facts in a categorized, plain-markdown vault on disk, alongside your agent's built-in memory.

by Iván559 installs18 stars

Join a video meeting as an AI bot with voice, avatar, and screenshare across four operating modes.

by johnpatternai22 installs8 stars

Generate and edit Draw.io, Mermaid, and Excalidraw diagrams from natural language using a structured JSON spec.

by nssa.io1.0k installs47 stars

Find why your productivity system keeps failing, then apply the smallest fix — capacity math, bottleneck routing, durable local notes.

by Iván855 installs69 stars

Fetch raw ad creative, app, ranking, and revenue data from AdMapix as structured JSON.

by fly0pants4.3k installs296 stars

More from jiajiaoy

Browse all skills

Get BaZi, ZiWei, QiMen, I Ching, feng shui readings plus scheduled daily horoscope push in one skill.

by jiajiaoy31 installs5 stars

Get a 5-minute daily news brief with 10 curated stories, a deep-dive headline, financial impact ratings, and breaking-news alerts.

by jiajiaoy19 installs

Decide whether, where, and when to buy across Amazon, eBay, AliExpress, Temu, JD, Taobao, Tmall, Pinduoduo, and Xianyu.

by jiajiaoy26 installs1 stars

Continuous learning protocol for Claude — captures corrections, errors, and user preferences into native auto-memory so the next session remembers. Stop teac...

by jiajiaoy11 installs1 stars

离线每日运势 — 输出幸运方位/颜色/数字/物品/宜忌,支持今日/明日/本周/本月、双人合盘、面试/考试/相亲/上线/出差等场景化运势,中英双语,可定时推送 Telegram/Feishu。Daily luck oracle with bilingual output, multi-horizon (today/...

by jiajiaoy12 installs

TrendRadar scans 小红书, 微博, Reddit, Google Trends, and Product Hunt to spot trending products before they peak — assigning a trend direction (surging/rising/st...

by jiajiaoy29 installs