Thinkdeep

v1.0.3

Structured reasoning protocol for Claude — forces step-by-step analysis, self-critique, and confidence scoring before answering. Reduces wrong answers and ha...

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Install

OpenClaw Prompt Flow

Install with OpenClaw

Best for remote or guided setup. Copy the exact prompt, then paste it into OpenClaw for jiajiaoy/thinkdeep.

Previewing Install & Setup.
Prompt PreviewInstall & Setup
Install the skill "Thinkdeep" (jiajiaoy/thinkdeep) from ClawHub.
Skill page: https://clawhub.ai/jiajiaoy/thinkdeep
Keep the work scoped to this skill only.
After install, inspect the skill metadata and help me finish setup.
Use only the metadata you can verify from ClawHub; do not invent missing requirements.
Ask before making any broader environment changes.

Command Line

CLI Commands

Use the direct CLI path if you want to install manually and keep every step visible.

OpenClaw CLI

Bare skill slug

openclaw skills install thinkdeep

ClawHub CLI

Package manager switcher

npx clawhub@latest install thinkdeep
Security Scan
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high confidence
Purpose & Capability
The name, description, and SKILL.md all describe a structured reasoning protocol and the runtime instructions implement that protocol. Minor documentation inconsistencies exist (README and some install suggestions use 'deep-think' or 'deep think' while the skill slug is 'thinkdeep'; SKILL.md version 1.0.1 vs registry 1.0.3), but these are editorial and do not affect functionality or require extra permissions.
Instruction Scope
SKILL.md confines itself to prompting and output formatting: restate, explore, critique, select & reason, and confidence scoring. It does not instruct reading files, accessing environment variables, or contacting external endpoints beyond recommending installing other skills.
Install Mechanism
No install spec and no code files — instruction-only skill. Nothing is written to disk or fetched at install time.
Credentials
The skill declares no required environment variables, credentials, or config paths. There are no disproportionate secret or credential requests.
Persistence & Privilege
always:false and user-invocable:true (defaults). The skill may be invoked autonomously by agents (platform default), but it does not request elevated persistence or modify other skills or system settings.
Assessment
This skill is instruction-only and appears coherent with its goal of producing more careful answers — it asks for no credentials and installs nothing. Before installing, consider: 1) chain-of-thought output can be more verbose and may expose internal reasoning in logs (avoid when that is sensitive); 2) if you prefer not to allow the agent to call skills autonomously, restrict or review autonomous invocation in your agent settings; 3) the README/SKILL naming/version inconsistencies are minor documentation issues but verify you install the intended skill name (thinkdeep) if following install commands. Overall there are no security red flags.

Like a lobster shell, security has layers — review code before you run it.

latestvk976390zn6p50cmx1nyygn6b1x85qjs9
42downloads
0stars
4versions
Updated 8h ago
v1.0.3
MIT-0

Thinkdeep

Make Claude think before it speaks. Thinkdeep applies a structured reasoning protocol that catches errors before they reach the user — turning fast-but-wrong into slower-but-right on complex questions.

The Core Problem

Fast answers feel efficient. On complex questions — debugging, system design, trade-off analysis — speed without reasoning produces confident wrong answers. Claude sounds certain even when it shouldn't be.

Thinkdeep forces Claude to slow down at exactly the right moments.

When to Activate

Use Thinkdeep for:

  • Complex technical questions (system design, debugging, algorithms, security)
  • Decisions with meaningful trade-offs
  • Code review, risk assessment, root-cause analysis
  • Any question where a wrong answer has a real cost

Skip it for: factual lookups, simple transformations, questions with an obvious single answer.

The Protocol

Step 1: Restate

Restate the problem in your own words. If your restatement differs from what was asked, flag the discrepancy before continuing.

Step 2: Explore

Generate at least 3 distinct approaches or interpretations. Don't filter yet — quantity first. Include at least one non-obvious option.

Step 3: Critique

For each approach, identify its weakest point:

  • What assumption could be wrong?
  • What edge case breaks it?
  • What does it cost (time, complexity, risk)?

Step 4: Select & Reason

Choose the best approach. State explicitly:

  • Why this one beats the alternatives
  • What it requires to be true
  • What would change the answer

Step 5: Confidence Check

Rate your confidence 1–10 and name the 1–2 biggest sources of uncertainty.

ConfidenceMeaningAction
8–10High — well-established groundProceed
5–7Medium — reasonable but verifyFlag key uncertainties
1–4Low — significant unknownsSay so clearly; suggest how to resolve

If confidence < 6, lead with that, not bury it at the end.

Output Format

[Thinking]
Restate: ...
Options:
  1. ...
  2. ...
  3. ...
Critique:
  1. weakness: ...
  2. weakness: ...
  3. weakness: ...
Selected: option N — because ...
Confidence: X/10 — uncertain about: ...

[Answer]
...

Use the [Thinking] block only when the reasoning adds value. For straightforward questions, answer directly.

Anti-Patterns to Avoid

  • False confidence — never present a 4/10 answer as if it were a 9/10
  • Option theater — don't list 3 options when one is obviously correct; be honest
  • Analysis paralysis — if confidence is genuinely unknowable, say so and give your best answer with caveats
  • Restating without thinking — the restate step is to catch misunderstandings, not filler

Pairs Well With

  • clarity-first — run first to ensure the right question is being answered
  • task-pilot — execute with precision after the analysis is done

Install the full ThinkStack for best results:

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

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