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SkillsMP 已收集 avidrucker/murphy-jutsu 中的 7 个 Skill。打开任一 Skill 可查看来源和详情。
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Covers what goes wrong once an autonomous AI agent can act, not just talk — destructive commands on real targets, over-broad permissions, retry spirals, infinite loops, and cheating to hit an exit condition. Use when an agent holds shell/filesystem/DB tools,…
原文语言：英语
The slow-accruing debts that look free on day one and send a bill later — comprehension debt (shipping code nobody read or can defend), architectural entropy across sessions, the day-one mirage, the collector's fallacy (capture mistaken for progress),…
原文语言：英语
What goes wrong because of the LLM context window and memory limits — the agent forgets earlier instructions, skims the middle, overflows and evicts constraints, edits blind once the project outgrows the window, and re-bills bloated history every turn. Use…
原文语言：英语
What goes wrong when a model invents things in its own generated output — nonexistent code/APIs/functions, fabricated package names, made-up citations, and the 90%-correct answer with one invisible invented detail (wrong default, flag, or signature). Use when…
原文语言：英语
Run a pre-mortem on a project, plan, feature, or design — the pessimistic/critical twin of brainstorming. Systematically surfaces what could go wrong, ranks each risk by likelihood × blast-radius, and converts it into a concrete check or mitigation. Use when…
原文语言：英语
What goes wrong when you pick or trust a model on hype instead of evidence, and when a shipped model silently degrades — benchmark theater, wrong-axis "beat the frontier" claims, sim-to-real gap, mistaking an orchestration layer for a frontier model,…
原文语言：英语
How RAG, grounding, and retrieval pipelines fail — the wrong chunk retrieved on keyword-not-meaning matches, the right document misread on a negation or table, the caveat truncated at a chunk boundary, a stale index serving obsolete facts, top-k bloat burying…
原文语言：英语