BF aha-point-generator
AhaPoint 生成专家。按 AhaPoints Protocol v1.0 标准，挖掘并生成独立的 aha point 报告（痛点🔴/妙点🟢/乐点🟡）。当用户说"生成 aha point"、"挖掘 XX 领域的点"、"按模板写报告"时使用此技能。
As a process F 33/100 · Will not run — References files that are not bundled: ../../ahapoints-protocol/AHAPOINTS-PROTOCOL-v1.0.md, ../../ahapoints-protocol/points/, ../../ahapoints-protocol/graphs/
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: 5. 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: ../../ahapoints-protocol/AHAPOINTS-PROTOCOL-v1.0.md - warning
missing-refreference to a missing file: ../../ahapoints-protocol/points/ - warning
missing-refreference to a missing file: ../../ahapoints-protocol/graphs/ - warning
missing-refreference to a missing file: ../../ahapoints-protocol/registry/index.json
Process rating: all ten parameters 33/100
Will not run. References files that are not bundled: ../../ahapoints-protocol/AHAPOINTS-PROTOCOL-v1.0.md, ../../ahapoints-protocol/points/, ../../ahapoints-protocol/graphs/
- 0Tools and files. 4 referenced file(s) missing: ../../ahapoints-protocol/AHAPOINTS-PROTOCOL-v1.0.md, ../../ahapoints-protocol/points/, ../../ahapoints-protocol/graphs/
- 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
- 30Running it twice. 1 mutating operations with no state check
- 100Steps. 92 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 1771 tokens
- low 14 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
- +4Description does not say when NOT to use the skill (false activations)
- +3Output format is not stated: the model decides each time
- +1No license
- +2Single-language instructions
- +5Description quotes 3 example trigger phrases
- +3Description length 128: enough signal without eating the budget
- +4Structure: 32 headings
- +3Step-by-step instructions: 92 items
- +4Has examples (11 code blocks)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 65.
External checks
ClawHub: clean
This skill is a disclosed AhaPoint report generator that may browse the web and save local report files, with no evidence of deception, exfiltration, or destructive behavior.
LLM: benign (high) · VirusTotal: · 29 May 2026