Bp polish
Review and improve an existing BP outline, PPTX, PDF, or rendered slide set across investment logic, evidence, copy, charts, and visual quality. Produces a scored report, page-level revisions, and targeted regeneration instructions while keeping facts separate from assumptions. Trigger on "润色 BP", "审稿商业计划书", "PPT 不专业", "逐页检查", "改图表", "BP review", "polish pitch deck", or "audit investor deck".From its SKILL.md
npx -y skills add lovstudio/skills --skill bp-polishAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
What its file declares
Copied from the file, not written here
The file declares its own license as MIT. That is the author’s claim about this one file, and it is not the same thing as the license GitHub reports for the repository, which is listed with the other numbers below.
SKILL.md
5.9 KB, as published. Nobody here has run it
BP Polish
Improve an existing BP without silently changing its business facts. This skill can be used before deck production, after rendering, or in a correction loop.
Modes
| Mode | Input | Focus |
|---|---|---|
content | Outline / Markdown | Product definition, story, copy, page rhythm |
evidence | Outline + ledger/sources | Claims, metrics, TAM/SAM/SOM, assumptions |
visual | PPTX/PDF/slide images | Hierarchy, charts, layout, branding, QR codes |
full | Any complete BP workspace | All dimensions + correction loop |
Infer the smallest useful mode from the request. Do not require a PDF when the user only wants the outline reviewed.
Output Contract
business-plan/
├── reports/bp-review.md
├── outline.md # patched only when authorized by the request
├── deck-manifest.md # updated for visual fixes
└── revised slide/deck assets # only affected artifacts
Workflow (MANDATORY)
Step 0: Resolve source and mode
Resolve this SKILL.md directory as SKILL_DIR. Inspect the supplied source and any
existing BP workspace. Reuse audience, stage, style, and evidence definitions.
If multiple review modes are plausible, prefill from the user's wording. Ask one
compact question only when the choice materially changes the work. “不专业” defaults
to full; “文字太技术” defaults to content; “图表不好看” defaults to visual.
Read references/review-rubric.md, references/charts-and-visuals.md, and
references/user-config.md as relevant.
Step 1: Run deterministic outline audit
When an outline exists:
python3 "$SKILL_DIR/scripts/audit_bp.py" \
--input ./business-plan/outline.md \
--output ./business-plan/reports/bp-review.md
Use --strict before final delivery. The script checks structure and evidence
hygiene; it does not replace investor judgment or visual inspection.
Step 2: Review as four adversaries
- Non-technical investor — can the product be repeated after ten seconds?
- Category expert — which product/competition claims are naive or imprecise?
- Skeptical partner — which core claims lack proof or overstate traction?
- Design director — where does layout reduce trust or distort meaning?
For every issue record slide, severity, why it matters, and exact revision.
Step 3: Protect facts during polishing
- Never make numbers “look better”.
- Never turn an assumption into a fact.
- Never invent a customer quote or testimonial.
- Never widen TAM without a buyer and price bridge.
- Never change a product boundary solely to improve the story.
If a revision needs new evidence, mark an evidence blocker and return it to
lov-bp-outline.
Step 4: Inspect rendered slides
For visual/full mode, create or inspect a contact sheet and every page at normal presentation size. Check:
- one conclusion per page;
- body text at least 20 pt;
- optical alignment and whitespace;
- chart axes, units, legends, dates, and sources;
- genuine, legible product screenshots;
- unstretched images and logos;
- no clipped text or broken CJK;
- QR codes decoded from final rendered pages;
- clean cover and one-action final page;
- matching PPTX/PDF page counts and normalized filenames.
Step 5: Apply targeted fixes
Classify each fix:
- copy fix — patch outline and regenerate affected slides;
- evidence blocker — update ledger/source before rewriting;
- visual defect — change layout/style or regenerate affected slides only.
Do not regenerate the whole deck for a one-page issue. Repeat audit → fix → audit for at most three cycles.
Step 6: Deliver the report
Lead with verdict and score, then blockers, page-level findings, evidence gaps,
visual QA, and delivery status. Use assets/templates/bp-review.md.
Target: 85+ with no blocker. A high numeric score never overrides fabricated data, missing financing ask, broken source, unreadable slide, or invalid QR code.
Runtime context (shared)
运行前读取本 Skill 包的 skill.yaml,由宿主提供 skill-runtime/v1 上下文。字段解析顺序为:当前请求、项目上下文、个人 Preferences、品牌 Profile、通用默认值。
- 只使用 Manifest 声明的字段;Profile 保存公开品牌事实,Preferences 保存个人工作偏好。
required: true字段缺失时,按 Manifest 的问题配置向用户提出一个聚焦问题;用户明确同意后再保存回答。- 报错提供可复制的
context_id、字段路径与来源,诊断内容避开秘密、完整私人路径和原始配置。
通用反馈闭环
用户在 Skill 驱动任务中提出修改意见时,继续当前产物前必须执行:
- 先判断意见是
task-specific(仅本次)还是reusable(可跨任务复用)。 task-specific只修改当前任务,不改 Skill。reusable先确定作用域:领域规则先更新对应 canonical Skill;适用于所有 Skill 的规则先更新共享规范。- 完成规则更新、版本、lint 与分发核验后,再把修改应用到当前任务。
reusable修改会使此前的“确认”“继续”“发吧”失效;完成当前产物修改和回读后必须停下,等待用户下一步指示,不自动进入发布、提交或其他外部写入。
What ships with it: 6 files
20.0 KB alongside SKILL.md, 1 of them executable
assets/
- templates/bp-review.md1.3 KB
references/
- charts-and-visuals.md2.8 KB
- review-rubric.md2.3 KB
- user-config.md2.3 KB
scripts/
- audit_bp.pyruns10.6 KB
- README.md597 B
Gives 0 of the 12 instructions most pdf office docs skills give
Counted across 569 of the 585 authors here whose files we hold, read 2026-09-06
- Ensure every slide fits inside one viewportin 20 of 569, across 11 files
- Check for product marketing context firstin 15 of 569, across 5 files
- Ask for the minimum neededin 15 of 569, across 5 files
- Set the API key environment variablein 15 of 569, across 10 files
- Support keyboard and touch navigationin 14 of 569, across 5 files
- Match the buyer stagein 13 of 569, across 3 files
- Split overflowing content into multiple slidesin 12 of 569, across 3 files
- Set page size explicitly for consistent resultsin 12 of 569, across 5 files
- Convert documents to markdown using pandocin 12 of 569, across 6 files
- Read STYLE_PRESETS.md before generatingin 12 of 569, across 7 files
- Send multipart POST requests to the APIin 12 of 569, across 7 files
- Use smart quotes for new contentin 11 of 569, across 4 files
Said here and by no other author read
- Infer the smallest useful review mode
- Run the deterministic outline audit script
- Review the plan as four adversaries
- Protect facts during the polishing process
- Apply targeted fixes for each issue
- Deliver the review report with a score
Grouped from the skills themselves: near-identical wordings counted once, and counted by distinct author, so one author publishing three of these counts once.