BF adaptive-skill-stack
自适应技能叠加技能——一个能够根据用户需求实时演化的元技能。每次使用时自动分析需求，叠加已有能力或构建全新能力实例，完成任务后将新获能力写入参考文件实现持续进化。此技能自身SKILL.md永不修改，但可自由改写自身的参考文件、脚本和资源文件。文件保护分四级：SKILL.md绝对不可触碰，结构脚本和格式契约仅用户授权可改，注册表和协议可追加不可重构，知识文件和模板完全自由生长。当用户需要处理跨领域复合任务、希望技能自动适配不同场景、或需要技能通过使用不断积累能力时，应使用此技能。
As a process F 35/100 · Will not run — References files that are not bundled: scripts/*.py, templates/README.md, templates/*
How to improve
- Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
- The text references files that are not there: add them or drop the references.
For the model run — optional
- 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: 8. 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
missing-refreference to a missing file: scripts/*.py - warning
missing-refreference to a missing file: templates/README.md - warning
missing-refreference to a missing file: templates/* - warning
missing-refreference to a missing file: references/knowledge/*.md - warning
missing-refreference to a missing file: assets/templates/*
Process rating: all ten parameters 35/100
Will not run. References files that are not bundled: scripts/*.py, templates/README.md, templates/*
- 0Tools and files. 5 referenced file(s) missing: scripts/*.py, templates/README.md, templates/*
- 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
- 0Progress reporting. Says nothing while it works
- 20When it triggers. No condition that starts the skill
- 100Steps. 41 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 1288 tokens
- 100Running it twice. No mutating operations
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
- -278 emoji in the instructions: noise for the model
- +1No license
- +2Single-language instructions
- +3Description length 241: enough signal without eating the budget
- +4Structure: 24 headings
- +3Step-by-step instructions: 41 items
- +4Has examples (7 code blocks)
- +4Reference files are cited in the instructions (2 of 2)
- +3All 1 scripts are documented
Quality base 70; lint remarks subtract, signals add up to 100. Result: 65.
External checks
ClawHub: suspicious
This skill is openly self-evolving, but it automatically stores task-derived capabilities and can change support files after every use without clear per-change approval.
LLM: suspicious (high) · VirusTotal: · 29 May 2026