菜单
Review and improve SoulMap's repo performance where it actually matters, such as lint speed, eval cost, packaging flow, subprocess-heavy tests, and shell-wrapper overhead.
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基于 SOC 职业分类
| name | tooling-performance-review |
| description | Review and improve SoulMap's repo performance where it actually matters, such as lint speed, eval cost, packaging flow, subprocess-heavy tests, and shell-wrapper overhead. |
Use this skill when the task is about speeding up local workflows, CI checks, eval runs, packaging, or Python tooling behavior in this repository.
Improve performance where the repository really pays for it:
../rules/performance-tooling.md../rules/python-tooling.md../rules/shell-scripting.mdpyproject.tomldocs/engineering/DEV.mddocs/engineering/TESTER.mdsrc/soulmap/devtools/tests/src/ and shell logic thin.pytestuv run soulmap lint --skip-testsuv run soulmap test -n auto -q when shared behavior changedThe repo should be faster in a meaningful way, while still being:
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.