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AD email-triage

Zero-trust email triage — prioritize inbox by sender trust tier, not arrival order. Surfaces paying customers immediately, batches newsletters, and applies an exception lane for unknown senders with objective evidence. Use when user says "triage my inbox," "prioritize email," "what's important," "check for urgent email," "email priority," "sender trust," "inbox zero," or "which emails matter." Works with any email client or Graph API tool.

ClawHub Agent Skills author: Steven Obiajulu v0.1.2 MIT-0 2 files body ≈ 1 619 tokens Open the sourceclawhub.ai↗ analyzed 4 d ago

As a process D 46/100 · Unfinished process — weak spots: result and completion, when it triggers, inputs and preconditions

IntegrationInfrastructureWriting and documentsPersonal productivitytype and topics are labelled automatically from the skill text
Runs in: OpenClaw Claude / Claude Code ChatGPT / Codex Gemini CLI Cursor GitHub Copilot / VS Code Qwen Code Kimi Code CLI Z.ai (GLM) DeepSeek (Deep Code) Mistral Vibe LangChain (deepagents) Goose OpenCode
JSON
Technical rating
A
96/100
safety, quality, tests
Safety 60%
100
Quality 40%
89
Run on models
none yet
Process rating
D
46/100
Unfinished process
Result and completion w 14
0
Inputs and preconditions w 11
0
Progress reporting w 2
0
the three weakest of ten parameters · all ten

How to improve

    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: 2. Evidence is masked. Grey chips explain why severity was lowered.

    Against the Agent Skills spec

    • note frontmatter-key unknown frontmatter key "homepage"

    Process rating: all ten parameters 46/100

    • 0Result and completion. Does not say what the result is
    • 0Inputs and preconditions. Does not say what the process needs to start
    • 0Progress reporting. Says nothing while it works
    • 20When it triggers. No condition that starts the skill
    • 30Running it twice. 19 mutating operations with no state check
    • 40Consistency. Frontmatter name (email-triage) differs from the folder (zero-trust-email-triage)
    • 60Tools and files. Uses tools (web) that frontmatter does not declare
    • 70Failures and branches. 5 branches
    • 100Steps. 9 steps
    • 100Execution cost. Instruction body is 1619 tokens

    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
    • +2Single-language instructions
    • +5Description quotes 8 example trigger phrases
    • +3Description length 443: enough signal without eating the budget
    • +4Structure: 21 headings
    • +3Step-by-step instructions: 9 items
    • +4Has examples (1 code blocks)
    • +1License stated

    Quality base 70; lint remarks subtract, signals add up to 100. Result: 89.

    External checks

    ClawHub: clean
    This is an instruction-only email triage guide that uses existing mailbox access to prioritize messages, with a privacy caveat around broad activation wording.
    LLM: benign (high) · VirusTotal: · 29 May 2026