菜单
Find real bugs and silent regressions in SoulMap AI across Python, shell, workflows, and repo contracts, with findings-first review and fix-focused follow-through.
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基于 SOC 职业分类
SoulMap, a reflective companion that helps people stop abandoning themselves. Includes a central coordination layer, a clear response pipeline, routing guidance, depth calibration, epistemic guardrails, safety guardrails, voice system, brand doctrine, and reusable templates. Mirror, not guide.
Build and maintain Python detector modules that identify framework selection signals in conversation history.
SoulMap reflective response frameworks covering emotional de-escalation, grief, existential reflection, inner parts, life direction, shadow work, synthesis, and relational inquiry. Relevant for tasks that require choosing or applying the core reflective method for a user conversation.
SoulMap safety and boundary rules covering crisis handling, dependency prevention, trauma-informed language, prompt injection defense, and scope control. Relevant for requests that involve harm, escalation, refusal, redirection, or questions about what SoulMap must not do.
SoulMap symbolic spiritual materials covering brand-safe numerology, chakra policy, healing metaphors, and archetypal language. Relevant for tasks that involve spiritual framing within SoulMap's grounded, non-predictive, non-grandiose boundaries.
SoulMap brand doctrine, positioning, message hierarchy, surface-specific rules, and strategic direction. Relevant for tasks that concern what SoulMap is, what it is not, how it sounds in public, or how brand language stays aligned across product surfaces.
| name | bug-hunt-review |
| description | Find real bugs and silent regressions in SoulMap AI across Python, shell, workflows, and repo contracts, with findings-first review and fix-focused follow-through. |
Use this skill when the main goal is to uncover defects, weak assumptions, false-pass checks, or production-risk regressions before they spread.
research-and-gap-analysiscode-quality-reviewai-prompt-engineering-safety-reviewSurface the highest-signal defects first, especially the ones that can pass casual inspection, green CI, or narrow local checks.
tests/evals/docs/engineering/TESTER.md../rules/evals-and-testing.md../rules/repo-workflow.mdList the concrete defects first, with file references and why they matter.
Summarize the changes that removed the defect or closed the false-pass path.
State which tests, evals, or workflow commands were run.
The reviewed surface should be: