by PromptSpace
Audit and de-conflict complex agent instruction stacks to fix inconsistent behavior and logic bloat.
Free
One-time purchase
LAYER MAP: System (Global), AGENTS.md (Repo), Memory (Context). CONFLICTS: System says 'Be concise'; AGENTS.md says 'Explain every step'. RISK: Agent will likely pause for confirmation unnecessarily. PROPOSAL: Delete 'verbose' rule in AGENTS.md; move 'step-by-step' logic to the 'Code-Review' skill.
by PromptSpace
Audit and de-conflict complex agent instruction stacks to fix inconsistent behavior and logic bloat.
Free
One-time purchase
⚡ Skill ready to install in Claude Code, Gemini CLI, or any MCP-compatible client. Read the install guides →
LAYER MAP: System (Global), AGENTS.md (Repo), Memory (Context). CONFLICTS: System says 'Be concise'; AGENTS.md says 'Explain every step'. RISK: Agent will likely pause for confirmation unnecessarily. PROPOSAL: Delete 'verbose' rule in AGENTS.md; move 'step-by-step' logic to the 'Code-Review' skill.
When an AI agent behaves inconsistently, it’s rarely a single prompt issue—it's usually a layer conflict. Modern AI development involves stacking system prompts, developer instructions, repository-level rules (like AGENTS.md), skill-specific logic, and persistent memory. These layers often collide, leading to "behavior drift" where the agent becomes over-cautious, ignores instructions, or hallucinates constraints.
The Instruction Layer Auditor acts as a debugger for your agent’s "operating system." It maps out every instruction layer, extracts operational rules, and identifies precise points of failure. Rather than just adding more instructions to fix a bug, this skill helps you prune and normalize your prompt stack for maximum reliability.
Manually auditing thousands of lines of stacked prompts is error-prone. This skill uses a structured framework to find "misplaced" rules—like a global formatting constraint buried in a local memory file—and tells you exactly where they should live to avoid logic bloat.
mkdir -p ~/.claude/skills/instruction-layer-auditor && curl -s -X POST 'https://api.promptspace.in/api/skills/instruction-layer-auditor/install' | python3 -c "import sys,json; sys.stdout.write(json.load(sys.stdin).get('installInstructions') or '')" > ~/.claude/skills/instruction-layer-auditor/SKILL.mdFree skills install directly. Paid skills require purchase - use the download button above after buying.
Security Scanned
Passed automated security review
No special permissions declared or detected
OpenClaw, Cursor, Claude Code, Codex CLI
PromptSpace
We build AI agent skill packages for content creators. Specializing in Chinese social media automation.