AC memory-system
个人AI记忆系统（Personal AI Memory System）。当用户说以下任何内容时立即触发： 记忆系统、记录今天、写日记、今天发生了、随手记、快速记录、 回顾过去、整理我的经历、帮我做决策、沙盘推演、这件事该不该做、 分析我最近的状态、预测一下、我的目标、追踪进度、生成周报、 生成月报、生成年报、这周怎么样、这个月总结、今年回顾、 初始化记忆系统、建立我的档案、你觉得我是什么样的人、 帮我补记、我好久没记录了、给未来的自己写封信、庆祝一下、 我完成了、我失败了、我很崩溃。 这是一个以个人为单位、持续生长的AI记忆载体， 兼具人生记录仪和个人决策顾问两种属性。
As a process C 51/100 · Has gaps — weak spots: result and completion, when it triggers, inputs and preconditions
How to improve
- Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
- Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
- A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.
Guard findings · 0
✓ No critical or high findings
Files scanned: 17. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
description-no-whendescription does not say WHEN to use the skill (no "use when") - note
frontmatter-keyunknown frontmatter key "homepage" - note
frontmatter-keyunknown frontmatter key "force_install" - note
frontmatter-keyunknown frontmatter key "autonomous_invocation"
Process rating: all ten parameters 51/100
- 0Result and completion. Does not say what the result is
- 0Inputs and preconditions. Does not say what the process needs to start
- 0Failures and branches. Linear process with no failure handling
- 20When it triggers. No condition that starts the skill
- 40Consistency. Frontmatter name (memory-system) differs from the folder (personal-memory-system)
- 100Tools and files. No external tools needed
- 100Steps. 28 steps
- 100Execution cost. Instruction body is 1019 tokens
- 100Running it twice. No mutating operations
- 100Progress reporting. Reports progress
Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.
Quality signals
- +5Description has no quoted example phrases that should trigger the skill
- +4Description does not say when NOT to use the skill (false activations)
- +3Output format is not stated: the model decides each time
- +2Single-language instructions
- +3Description length 288: enough signal without eating the budget
- +4Structure: 14 headings
- +3Step-by-step instructions: 28 items
- +4Has examples (2 code blocks)
- +4Reference files are cited in the instructions (6 of 6)
- +1License stated
Quality base 70; lint remarks subtract, signals add up to 100. Result: 74.