BD outreach-pipeline
邮件外联自动化（批量邮件外联、序列发送、模板合并、节流与送达合规）。当用户要：1) 导入收件人列表（CSV/表格）并批量发送个性化外联邮件；2) 运行简单的邮件序列与跟进；3) 通过 SMTP 或常见 ESP（SendGrid/Mailgun）发送；4) 使用 Gmail/Outlook（OAuth/App Password）发送；5) 需要反垃圾合规、节流与退订处理时，使用本 Skill。
As a process D 45/100 · Unfinished process — weak spots: result and completion, when it triggers, inputs and preconditions
ProcedureGmailOutlookInfrastructureData and analyticsSales and CRMtype and topics are labelled automatically from the skill text
How to improve
- Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
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")
Process rating: all ten parameters 45/100
- 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
- 30Running it twice. 12 mutating operations with no state check
- 60Tools and files. Uses tools (python) that frontmatter does not declare
- 100Steps. 48 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 696 tokens
- 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)
- +4Structure: 1 headings, hard to scan
- +3Output format is not stated: the model decides each time
- +4No input/output examples
- +1No license
- +2Single-language instructions
- +3Description length 197: enough signal without eating the budget
- +3Step-by-step instructions: 48 items
- +4Reference files are cited in the instructions (3 of 3)
- +3All 1 scripts are documented
Quality base 70; lint remarks subtract, signals add up to 100. Result: 71.
External checks
ClawHub: clean
This is a disclosed bulk email outreach helper, but users should treat it carefully because it can send real messages and writes recipient results to a local CSV log.
LLM: benign (high) · VirusTotal: · 29 May 2026