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AF kai-report-creator

Use when the user wants to CREATE or GENERATE a report, business summary, data dashboard, or research doc — 报告/数据看板/商业报告/研究文档/KPI仪表盘. Handles Chinese and English equally. Supports generating from raw notes, data, URLs, or an approved plan file. Use for --plan (structure first), --generate (render to HTML), --review (one-pass automatic refinement), --themes (preview styles), --from FILE, --bundle, --export-image flags. Does NOT apply to exporting finished HTML to PPTX/PNG (use kai-html-export) or creating slide decks (use kai-slide-creator).

ClawHub Agent Skills author: Kaiser v1.23.3 MIT-0 80 files body ≈ 2 349 tokens Open the sourceclawhub.ai↗ analyzed 3 d ago

As a process F 51/100 · Will not run — References files that are not bundled: references/toc-and-template.md, scripts/export-image.py, references/spec-loading-matrix.md

GeneratorPowerPointData 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
90/100
safety, quality, tests
Safety 60%
100
Quality 40%
76
Run on models
none yet
Process rating
F
51/100
Will not run
References files that are not bundled: references/toc-and-template.md, scripts/export-image.py, references/spec-loading-matrix.md
Tools and files w 18
0
Result and completion w 14
0
Inputs and preconditions w 11
0
the three weakest of ten parameters · all ten

The same skill appears in 1 more place: ClawHub

How to improve

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

Against the Agent Skills spec

  • warning missing-ref reference to a missing file: references/toc-and-template.md
  • warning missing-ref reference to a missing file: scripts/export-image.py
  • warning missing-ref reference to a missing file: references/spec-loading-matrix.md
  • warning missing-ref reference to a missing file: references/theme-routing.md
  • warning missing-ref reference to a missing file: references/html-shell/*.md
  • warning missing-ref reference to a missing file: references/theme-css.md
  • warning missing-ref reference to a missing file: references/rendering/*.md
  • warning missing-ref reference to a missing file: references/review-report-template.md
  • warning missing-ref reference to a missing file: scripts/html_quality_gate.py
  • warning missing-ref reference to a missing file: templates/scripts/*.js

Process rating: all ten parameters 51/100

Will not run. References files that are not bundled: references/toc-and-template.md, scripts/export-image.py, references/spec-loading-matrix.md
  • 0Tools and files. 10 referenced file(s) missing: references/toc-and-template.md, scripts/export-image.py, references/spec-loading-matrix.md
  • 0Result and completion. Does not say what the result is
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 30Running it twice. 2 mutating operations with no state check
  • 70When it triggers. States when to use, but not when not to
  • 100Steps. 32 steps
  • 100Failures and branches. 6 branches, has a failure section
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 2349 tokens
  • 100Progress reporting. Reports progress
  • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • low 11 top-level sections: this looks like several domains in one skill
  • low The response is described with custom markup (7 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
  • +1No license
  • +2Single-language instructions
  • +3Description length 546: enough signal without eating the budget
  • +4Structure: 12 headings
  • +3Step-by-step instructions: 32 items
  • +4Has examples (2 code blocks)
  • +4Reference files are cited in the instructions (9 of 12)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 76.

External checks

ClawHub: clean
This skill is a report generator with user-visible HTML export/edit features and CDN dependencies, but I found no evidence of hidden credential use, data theft, or destructive behavior.
LLM: benign (medium) · VirusTotal: · 29 May 2026