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AC maybeai-sheet

Manages MaybeAI spreadsheets across upload, workbook profiling, read/write, worksheet operations, formulas, formula lineage tracing, formatting, and SQL result-table workflows. Use when working on Excel or spreadsheet tasks in MaybeAI, including file import, large row-count or large cell-count table imports that should route to SheetTable/PG, workbook semantic overview, worksheet inspection, cell or range updates, row or column changes, formula execution, cell dependency tracing, readable report sheets, sharing, or export. Use sheet-dashboard instead for chart-authoring or dashboard-first workflows.

ClawHub Agent Skills author: Wade Deng v0.13.0 MIT-0 26 files · 12 scripts body ≈ 3 326 tokens Open the sourceclawhub.ai↗ analyzed 3 d ago

As a process C 59/100 · Has gaps — weak spots: result and completion, consistency, running it twice

GeneratorData and analyticstype 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
93/100
safety, quality, tests
Safety 60%
99
Quality 40%
85
Run on models
none yet
Process rating
C
59/100
Has gaps
Result and completion w 14
0
Running it twice w 4
30
Consistency w 8
40
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 · 1

    ✓ No critical or high findings

    Medium and low: 1
    • low Obfuscation obf-base64-blob scripts/07-charts-pictures.sh:11
      Long base64-looking blob (quoted — discussed, not commanded)
      PICT…E64="${PICT…WP4////fwAJ+wP9K…ggg==}"
      quoted

    Files scanned: 26. Evidence is masked. Grey chips explain why severity was lowered.

    Against the Agent Skills spec

    ✓ No remarks against the Agent Skills spec

    Process rating: all ten parameters 59/100

    • 0Result and completion. Does not say what the result is
    • 30Running it twice. 10 mutating operations with no state check
    • 40Consistency. Frontmatter name (maybeai-sheet) differs from the folder (maybeai-sheet-skill)
    • 50When it triggers. No condition that starts the skill
    • 60Tools and files. Uses tools (bash, web) that frontmatter does not declare
    • 70Inputs and preconditions. Inputs and preconditions are listed
    • 70Failures and branches. 7 branches
    • 100Steps. 122 steps
    • 100Execution cost. Instruction body is 3326 tokens
    • 100Progress reporting. Reports progress
    • low The response is described with custom markup (5 tags): a typed call is more reliable

    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
    • -31 of 12 scripts are never mentioned in SKILL.md
    • +1No license
    • +2Single-language instructions
    • +3Description length 606: enough signal without eating the budget
    • +4Structure: 25 headings
    • +3Step-by-step instructions: 122 items
    • +4Has examples (3 code blocks)
    • +4Reference files are cited in the instructions (9 of 10)

    Quality base 70; lint remarks subtract, signals add up to 100. Result: 85.

    External checks

    ClawHub: suspicious
    This MaybeAI spreadsheet skill is transparent about its purpose, but needs review because its example scripts can immediately delete or clear spreadsheet content and change sharing to public/editor without confirmation.
    LLM: suspicious (medium) · VirusTotal: · 9 Jul 2026