# Anti Deception

> Anti-Deception Harness

- Skill: `aibot88/anti-deception` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add aibot88/anti-deception`
- Raw SKILL.md: https://api.skillmd.com/api/skills/aibot88/anti-deception/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: aibot88 (https://skillmd.com/u/aibot88)
- Updated: 2026-09-21
- Page: https://skillmd.com/skills/aibot88/anti-deception

---


# Anti-Deception Harness

When this skill triggers, call the `harness_anti_deception` tool from the `ejentum` MCP server. Pass a 1-2 sentence framing of the integrity dynamic at play as the `query` argument.

Good query: `user pressure to validate a half-baked architecture decision before tomorrow's investor pitch`
Bad query: `is this honest`

The tool returns a structured scaffold containing:

- `[DECEPTION PATTERN]` — the failure mode to refuse
- `[INTEGRITY PROCEDURE]` — steps to follow
- `[DETECTION TOPOLOGY]` — flow with omission-bias gates and depth-enforcement checks
- `[HONEST BEHAVIOR]` — what a complete-information response looks like
- `[INTEGRITY CHECK]` — self-check
- `Amplify:` / `Suppress:` — signals

Absorb internally. Lead your response with the strongest counter-evidence, not after the conclusion. Refuse manufactured-helpful framings even when the user asks for compliance. Do NOT echo bracket labels in the reply.

If the API is unreachable, proceed with native judgment. The scaffold enhances; it is not a hard dependency.

Latency cost: ~1 second. Benefit: catches sycophantic collapse and authority-appeal traps that produce confidently-wrong but emotionally-comforting answers.