lov-bp-polish SKILL.md skillA

lov-bp-polish from lovstudio/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add lovstudio/skills/lov-bp-polish@v0.2.1

Pins v0.2.1 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
lovstudio/skills
Path
skills/bp/skills/bp-polish/SKILL.md
Versions recorded
8
Latest version
v0.2.1, committed Nov 3, 2026
First version recorded
Jul 31, 2026
Size
6,360 bytes
Repository stars
72
License
MIT

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".

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# BP 精修 · 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

```text
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.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add lovstudio/skills/lov-bp-polish@sha256:a632f1c6d7b143ab

The line at the top of this page pins the label v0.2.1, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_dp2jak7iuljkysgs.svg)](https://markdownregistry.com/a/art_dp2jak7iuljkysgs)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 8 versions of this file, between Jul 31, 2026 and Nov 3, 2026, about one every 14 days.

versioncommittedcommitsizeaudit
v0.2.1 latest2026-11-03 4abe08f 6,360 BA view · diff
v0.2.02026-09-25 4b67fd1 6,057 BA view · diff
v0.2.02026-09-07 a09848e 6,016 BA view · diff
v0.2.02026-08-23 00fafa8 6,003 BA view · diff
v0.1.02026-08-10 d704a55 5,281 BA view · diff
v0.1.02026-08-10 22e49cf 4,654 BA view · diff
v0.1.02026-08-09 1c3ee66 4,654 BA view · diff
v0.1.02026-07-31 f7e2507 4,666 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (6360 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

lovstudio/skills · 72 stars · license MIT · pushed 2026-11-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_dp2jak7iuljkysgs
GET https://markdownregistry.com/api/v1/resolve?ref=lovstudio/skills/lov-bp-polish
GET https://markdownregistry.com/api/v1/blob/a632f1c6d7b143abb13535fb333ae0547e3d1bb6d661a688da0b11bbb92fff2e

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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Every file in lovstudio/skills

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