BF sky-dome-taiyi
SkyDome Taiyi / 天穹-太一 is a universal AI Agent OS, project brain, persona system, workflow engine, long-term memory protocol, self-improving review loop, reasoning framework, and practical agent workbench for any AI assistant. It helps an AI become a named command intelligence that can plan, execute, verify, remember, review, consolidate, debug, research, document, analyze logs, run API smoke tests, infer JSON schemas, build decision matrices, generate reports, evaluate prompts, manage context, and ship useful artifacts. 中文：天穹-太一是面向所有 AI Agent 的通用智能体操作系统、项目大脑、人格协议、工作流引擎、长期记忆与自进化复盘系统。它让 AI 加载后进入“太一模式”：拥有清晰身份、任务循环、证据链、状态脉搏、反降智校准、高阶认知、工程工具和可复用 playbook；适合 AI agent persona、project brain、workflow automation、AI memory、reasoning、debugging、research、documentation、devtools、prompt engineering、task management 和长期协作场景。
As a process F 40/100 · Will not run — References files that are not bundled: references/taiyi-practical-playbooks.md
How to improve
- Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
- The SKILL.md body is over 5,000 tokens: move reference detail into references/ and load it when needed.
- The text references files that are not there: add them or drop the references.
- 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: 49. 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") - warning
body-longSKILL.md body ≈ 5824 tokens (recommended < 5000); move details to references/ - warning
missing-refreference to a missing file: references/taiyi-practical-playbooks.md
Process rating: all ten parameters 40/100
- 0Tools and files. 1 referenced file(s) missing: references/taiyi-practical-playbooks.md
- 0Result and completion. Does not say what the result is
- 0Inputs and preconditions. Does not say what the process needs to start
- 20When it triggers. No condition that starts the skill
- 30Running it twice. 11 mutating operations with no state check
- 70Failures and branches. 10 branches
- 70Execution cost. Instruction body is 5824 tokens
- 100Steps. 121 steps
- 100Consistency. Name and required fields are in place
- 100Progress reporting. Reports progress
- low 26 top-level sections: this looks like several domains in one skill
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)
- +3Description length 816: 120–800 characters recommended
- +3Output format is not stated: the model decides each time
- +1No license
- +2Single-language instructions
- +4Structure: 37 headings
- +3Step-by-step instructions: 121 items
- +4Has examples (28 code blocks)
- +4Reference files are cited in the instructions (1 of 3)
- +3All 38 scripts are documented
Quality base 70; lint remarks subtract, signals add up to 100. Result: 60.