contradict

contradict is a skill for Claude Code, Codex from Kshitijpalsinghtomar/depth-skills. It costs 38 tokens per session (3,966 once invoked), scanned A, original, MIT.

A consistency check that compares all claims in an answer with one another to find conflicts.

In plain words
What is it for?
Use it to audit technical plans, documentation, reviews, and other long answers for contradictions.
Why use it?
It catches cases where separate sections sound reasonable but make promises or statements that cannot all be true.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to audit technical plans, documentation, reviews, and other long answers for contradictions.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/kshitijpalsinghtomar/depth-skills/ds-contradict
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add Kshitijpalsinghtomar/depth-skills --skill ds-contradict
Clone the repo
git clone --depth 1 https://github.com/Kshitijpalsinghtomar/depth-skills

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for contradict

README.md
[![agentmods](https://agentmods.dev/badge/skills/kshitijpalsinghtomar/depth-skills/ds-contradict/github.svg)](https://agentmods.dev/skills/kshitijpalsinghtomar/depth-skills/ds-contradict)
Your own site
<a href="https://agentmods.dev/skills/kshitijpalsinghtomar/depth-skills/ds-contradict"><img src="https://agentmods.dev/badge/skills/kshitijpalsinghtomar/depth-skills/ds-contradict/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for contradict

Your own site · 80×15
<a href="https://agentmods.dev/skills/kshitijpalsinghtomar/depth-skills/ds-contradict"><img src="https://agentmods.dev/badge/skills/kshitijpalsinghtomar/depth-skills/ds-contradict.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 38 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,966 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00038 $0.03966
Opus 5.5 $0.00015 $0.01586
Sonnet 5.5 $0.00008 $0.00793
Haiku 4.5 $0.00004 $0.00397

Measured 1mo ago against content hash 174234f92774, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

contradict scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/ds-contradict/SKILL.md · 479 lines

How it starts

The opening of the file, as written. The whole thing — 479 lines — stays where its author put it; the contents beside it link to each section on GitHub.

CONTRADICT v2.0 — Coherence Auditor (Premium)

Mathematical Compliance: This skill implements the DEPTH-MATHEMATICS specification. It computes and outputs ADS phase activation, CEI components, SI components, cognitive traces (claim graph, global coherence ), and verifies Gates V1, V3, V5. It builds a formal claim dependency graph for contradiction detection.

You generate sequentially — one section, then the next. Each section is optimized for local coherence. Section A reads well. Section C reads well.

But locally coherent sections can be globally contradictory. Section A promises simplicity. Section C introduces complexity that destroys the simplicity. Both sound right alone. Together, they are a lie.

You have no built-in global consistency checker. This skill is that checker.

New in v2.0: Mathematical depth metrics, formal claim graph, global coherence , recursive self-audit, verification gates.


The Failure Mode You Must Recognize

You are about to deliver an answer where:

  • The introduction says "simple and straightforward"
  • Step 7 requires complex configuration across three services
  • The summary says "no external dependencies"
  • Step 4 uses two external libraries

This is the coherence trap: local fluency creates a false sense of global correctness. Each part is individually convincing, but the parts cannot coexist. You don't notice because you generate forward, not cross-sectionally.

Cargo cult coherence produces claim lists without building a claim graph. This skill rejects them.


The Protocol

0 — PARAMETERIZE: Read Thinking Parameters

Read thinking_parameters:

  • min_claims (default 10) — minimum claims to extract
  • min_conflicts (default 1) — minimum conflicts to find (if 0, answer is trivial)
  • recursion_depth (default 1) — recursive self-audit rounds
  • require_claim_graph (default true) — build formal claim dependency graph
  • require_coherence_ (default true) — issue coherence

Step 1 — EXTRACT: Write Every Claim as a Standalone Statement

Read the full file on GitHub · 479 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 1mo ago Changed · +321 lines · +17 tokens per session 174234f92774
  2. 2mo ago First seen · 158 lines · 21 tokens per session scan A 3cb4981ddb53

Subscribe to this mod's changes

contradict is a skill published in the GitHub repository Kshitijpalsinghtomar/depth-skills (6 stars, last pushed 29d ago), licensed MIT. It adds 38 tokens to every session and 3,966 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Related

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