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.
npx skills add Kshitijpalsinghtomar/depth-skills --skill ds-contradictgit clone --depth 1 https://github.com/Kshitijpalsinghtomar/depth-skillsWrote 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.
[](https://agentmods.dev/skills/kshitijpalsinghtomar/depth-skills/ds-contradict)<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.
<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>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.
| Model | Per session | Once 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 |
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.
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 extractmin_conflicts(default 1) — minimum conflicts to find (if 0, answer is trivial)recursion_depth(default 1) — recursive self-audit roundsrequire_claim_graph(default true) — build formal claim dependency graphrequire_coherence_(default true) — issue coherence
Step 1 — EXTRACT: Write Every Claim as a Standalone Statement
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.
- 1mo ago Changed · +321 lines · +17 tokens per session 174234f92774
- 2mo ago First seen · 158 lines · 21 tokens per session scan A 3cb4981ddb53
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.
contradict compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| contradictKshitijpalsinghtomar/depth-skills | Skill | 6 | 29d ago | MIT | A | 38 | Claude Code, Codex |
| Verification & Quality Assuranceruvnet/ruflo | Skill | 82k | today | MIT | A | 36 | Claude Code |
| bailian-model-recommendmodelstudioai/skills | Skill | 59 | today | Apache-2.0 | A | 136 | Claude Code, Codex |
| vox-video-directormodelstudioai/skills | Skill | 59 | today | Apache-2.0 | A | 238 | Codex |
| bailian-train-deploymodelstudioai/skills | Skill | 59 | today | Apache-2.0 | A | 321 | Claude Code, Codex |
| aspire-project-v2-migrationmicrosoft/aspire-skills | Skill | 94 | today | MIT | A | 0 | Claude Code |
| aspireifymicrosoft/aspire-skills | Skill | 94 | today | MIT | A | 0 | Claude Code |