์Šคํ‚ฌ nature-image2ppt
๐Ÿ“ฆ

nature-image2ppt

์ฝ˜ํ…์ธ  ๋ฆฌ๋น„์ „ r1 ๋†’์€ ์œ„ํ—˜ ๐Ÿ”‘ ํ™˜๊ฒฝ ๋ณ€์ˆ˜โš™๏ธ ์™ธ๋ถ€ ๋ช…๋ น์–ด๐ŸŒ ๋„คํŠธ์›Œํฌ ์ ‘๊ทผ๐Ÿ“ ํŒŒ์ผ ์‹œ์Šคํ…œ ์ ‘๊ทผโšก ์Šคํฌ๋ฆฝํŠธ ํฌํ•จ

Rebuild Slide Images as Editable PowerPoint

Flat slide images are difficult to revise or reuse. This skill reconstructs them as editable PowerPoint objects and validates the rendered result.

์ง€์›: Claude Codex Code(CC)
Maintain this Skill? Claim it โš ๏ธ 38 ๋‚˜์จ

๋‚ด ์—์ด์ „ํŠธ๋กœ ์„ค์น˜

์ด ์š”์ฒญ์„ ์—์ด์ „ํŠธ์— ๋ณต์‚ฌํ•˜์„ธ์š”. ๊ณต์‹ Skill ํŽ˜์ด์ง€์™€ ๋งค๋‹ˆํŽ˜์ŠคํŠธ๊ฐ€ ํฌํ•จ๋˜์–ด ์žˆ์Šต๋‹ˆ๋‹ค.

์—์ด์ „ํŠธ ์š”์ฒญ
Review the Skillstore skill "nature-image2ppt" from https://skillstore.io/skills/yuan1z0825-nature-image2ppt.md and its manifest at https://skillstore.io/api/skills/yuan1z0825-nature-image2ppt/manifest. Verify the artifact. Stop and obtain explicit user consent before installing or changing files.

์—์ด์ „ํŠธ๋Š” ๊ณ„์†ํ•ด์„œ ๊ณ„ํš์„ ํ‘œ์‹œํ•˜๊ณ  ๋ณด์•ˆ ์ •์ฑ…์—์„œ ์š”๊ตฌํ•˜๋Š” ํ™•์ธ์„ ์š”์ฒญํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค.

์—์ด์ „ํŠธ๊ฐ€ ์ฝ๊ธฐ ์‰ฌ์šด ๋ฆฌ์†Œ์Šค

AI ์—์ด์ „ํŠธ, ํฌ๋กค๋Ÿฌ, ์Šคํฌ๋ฆฝํŠธ๊ฐ€ ์ „์ฒด ํŽ˜์ด์ง€ ๋Œ€์‹  ์ •๋ฆฌ๋œ ์ปจํ…์ŠคํŠธ๋งŒ ํ•„์š”ํ•  ๋•Œ ์ด ๋งํฌ๋ฅผ ์‚ฌ์šฉํ•˜์„ธ์š”.

Markdown ์ƒ์„ธ GET /skills/yuan1z0825-nature-image2ppt.md ์„œ๋ช…๋œ manifest GET /api/skills/yuan1z0825-nature-image2ppt/manifest ์„œ๋ช…๋œ lockfile GET /api/skills/yuan1z0825-nature-image2ppt/lockfile

ํ…Œ์ŠคํŠธํ•ด ๋ณด๊ธฐ

"nature-image2ppt" ์‚ฌ์šฉ ์ค‘์ž…๋‹ˆ๋‹ค. A screenshot containing a title, three process cards, and connecting arrows.

์˜ˆ์ƒ ๊ฒฐ๊ณผ:

An editable PowerPoint slide with native text boxes, cards, connectors, arrowheads, a preview, and completed quality evidence.

"nature-image2ppt" ์‚ฌ์šฉ ์ค‘์ž…๋‹ˆ๋‹ค. A scanned PDF with six lecture slides and mathematical formulas.

์˜ˆ์ƒ ๊ฒฐ๊ณผ:

A six-slide PPTX with reconstructed text, rendered formula assets, page manifests, visual previews, and final validation results.

"nature-image2ppt" ์‚ฌ์šฉ ์ค‘์ž…๋‹ˆ๋‹ค. An image-only PPTX containing speaker notes and a complex knowledge graph.

์˜ˆ์ƒ ๊ฒฐ๊ณผ:

A rebuilt deck with preserved notes, native graph nodes and connectors, bounded complex assets, and a report listing remaining bitmaps.

๋ณด์•ˆ ๊ฐ์‚ฌ

๋†’์€ ์œ„ํ—˜
v1 โ€ข 2026. 8. 19. ๋ฒ„์ „๋ณ„ ๋ณด๊ณ ์„œ ์—ด๊ธฐ

Most static matches are false positives from PowerPoint XML, Markdown backticks, defensive path tests, and fixed argument-list subprocess calls. Confirmed risks include credential access, external image and OCR transfers, plaintext secret configuration, and optional TeX shell escape. Semantic review also found automatic Codex token reuse, an unvalidated OCR result URL, and misleading cloud-consent language. Static review was capped at 400/784 representative findings; omitted static matches are unconfirmed, so automatic publishing stays disabled until manual review.

86
์Šค์บ”๋œ ํŒŒ์ผ
18,028
๋ถ„์„๋œ ์ค„ ์ˆ˜
35
๊ฒ€ํ†  ํ•ญ๋ชฉ
0
์˜คํƒ ๋ฌด์‹œ๋จ

ํ™•์ธ๋œ ๋ณด์•ˆ ์šฐ๋ ค ์‚ฌํ•ญ (3)

๋†’์Œ
cli/image2ppt/runtime/image_gen.py:217-230cli/image2ppt/runtime/image_gen.py:355-380
Automatic Reuse of Local Codex OAuth Credentials
The image backend automatically reads a local Codex access token when present and sends it with slide prompts or images. Host allowlisting and redirect blocking limit exfiltration, but per-use consent is not required.
The code directly reads access_token from the Codex auth file, adds it as a bearer header, and posts a body containing task data.
๋†’์Œ
cli/image2ppt/runtime/paddle_text_hints.py:68-79
Unvalidated OCR Result URL Enables SSRF
The OCR client fetches a result URL supplied by the remote service without restricting its scheme, host, or redirects. A compromised response could make the client contact an unintended internal or external address.
The polling response controls status.resultUrl.jsonUrl, which is passed directly to requests.get without destination validation.
์ค‘๊ฐ„
cli/image2ppt/runtime/deck_text_hints.py:107-117
Misleading Cloud OCR Consent Language
The runtime describes a third-party OCR quota as risk-free and asks users to configure a token. This language omits document-upload privacy risks and may weaken informed consent.
The message explicitly claims the service is risk-free with no extra cost while encouraging token setup before reconstruction.
๊ธฐ๋Šฅ ๊ฒ€ํ†  ํ•ญ๋ชฉ (35)

์ด ์Šคํ‚ฌ์— ๋Œ€ํ•ด ์˜ˆ์ƒ๋  ์ˆ˜ ์žˆ๋Š” ์‹ค์ œ ๋กœ์ปฌ ๊ธฐ๋Šฅ์ด๋ฏ€๋กœ ๊ฒ€ํ† ๊ฐ€ ํ•„์š”ํ•˜์ง€๋งŒ, ํ™•์ธ๋œ ์•…์˜์  ๋™์ž‘์œผ๋กœ๋Š” ์ง‘๊ณ„๋˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค.

๋†’์Œ
cli/image2ppt/runtime/image_gen.py:48
Generic API/secret keys
ENV_FIELDS = ("OPENAI_API_KEY", "OPENAI_BASE_URL", "IMAGE2PPT_IMAGE_MODEL")
This code path loads, checks, or forwards OPENAI_API_KEY for the external image backend. It is legitimate credential handling, but it exposes a sensitive secret to runtime code and API configuration.
๋†’์Œ
cli/image2ppt/runtime/image_gen.py:449
Generic API/secret keys
def _ensure_api_key(dry_run: bool) -> None:
This code path loads, checks, or forwards OPENAI_API_KEY for the external image backend. It is legitimate credential handling, but it exposes a sensitive secret to runtime code and API configuration.
๋†’์Œ
cli/image2ppt/runtime/image_gen.py:450
Generic API/secret keys
if os.getenv("OPENAI_API_KEY"):
This code path loads, checks, or forwards OPENAI_API_KEY for the external image backend. It is legitimate credential handling, but it exposes a sensitive secret to runtime code and API configuration.
๋†’์Œ
cli/image2ppt/runtime/image_gen.py:652
Generic API/secret keys
api_key=os.getenv("OPENAI_API_KEY"),
This code path loads, checks, or forwards OPENAI_API_KEY for the external image backend. It is legitimate credential handling, but it exposes a sensitive secret to runtime code and API configuration.
๋†’์Œ
cli/image2ppt/runtime/image_gen.py:905
Generic API/secret keys
_ensure_api_key(args.dry_run)
This code path loads, checks, or forwards OPENAI_API_KEY for the external image backend. It is legitimate credential handling, but it exposes a sensitive secret to runtime code and API configuration.
๋†’์Œ
cli/image2ppt/runtime/main.py:65
Generic API/secret keys
if args.api_key:
This code path loads, checks, or forwards OPENAI_API_KEY for the external image backend. It is legitimate credential handling, but it exposes a sensitive secret to runtime code and API configuration.
๋†’์Œ
cli/image2ppt/runtime/image_gen.py:46
Hidden file in home directory
DEFAULT_CODEX_AUTH_FILE = "~/.codex/auth.json"
This constant identifies the default local Codex OAuth credential file that the runtime later reads. Reusing a login token is sensitive even though outbound use is restricted to an official host.
๋†’์Œ
cli/image2ppt/runtime/runtime_env.py:19
Hidden file in home directory
DEFAULT_CODEX_AUTH_FILE = "~/.codex/auth.json"
This constant identifies the default local Codex OAuth credential file that the runtime later reads. Reusing a login token is sensitive even though outbound use is restricted to an official host.
๋†’์Œ
cli/image2ppt/runtime/formula_renderer.py:79
Python subprocess.run
result = subprocess.run(
The runtime executes a TeX engine on supplied formula content, and the CLI exposes an optional --shell-escape mode. Enabling that mode allows TeX content to invoke operating-system commands.
๋†’์Œ
cli/image2ppt/runtime/paddle_text_hints.py:78
Python HTTP libraries
jsonl = requests.get(status["resultUrl"]["jsonUrl"], timeout=60)
The code fetches a result URL supplied by the OCR response without validating its host or redirect chain. A compromised service response could direct the client to an unintended network target.
์ค‘๊ฐ„
cli/image2ppt/runtime/image_gen.py:46
Hidden file access
DEFAULT_CODEX_AUTH_FILE = "~/.codex/auth.json"
This constant identifies the default local Codex OAuth credential file that the runtime later reads. Reusing a login token is sensitive even though outbound use is restricted to an official host.
์ค‘๊ฐ„
cli/image2ppt/runtime/runtime_env.py:19
Hidden file access
DEFAULT_CODEX_AUTH_FILE = "~/.codex/auth.json"
This constant identifies the default local Codex OAuth credential file that the runtime later reads. Reusing a login token is sensitive even though outbound use is restricted to an official host.
์ค‘๊ฐ„
cli/image2ppt/runtime/runtime_env.py:94
Python file write/append
with os.fdopen(fd, "w", encoding="utf-8") as handle:
This write persists configuration values that may include API keys and OCR tokens in YAML. Owner-only permissions reduce exposure, but plaintext secret storage remains a credential risk.
์ค‘๊ฐ„
cli/image2ppt/runtime/image_gen.py:290
HTTP client library
def _open_codex_request(req: request.Request, timeout: int):
This function opens outbound Codex image requests. The destination is allowlisted and redirects are blocked, but task data and credentials cross a network boundary.
์ค‘๊ฐ„
cli/image2ppt/runtime/image_gen.py:380
HTTP client library
with _open_codex_request(req, timeout) as resp:
This is the outbound request that sends the image-generation body and bearer authorization to the official ChatGPT endpoint. Host validation reduces credential exfiltration risk.
์ค‘๊ฐ„
cli/image2ppt/runtime/paddle_text_hints.py:54
Python HTTP libraries
response = requests.post(
The code uploads a user slide or PDF and an authorization token to the PaddleOCR cloud endpoint. This is intentional but exposes document content to an external service.
๋‚ฎ์Œ
cli/image2ppt/runtime/image_gen.py:163
getenv function call
if key not in ENV_FIELDS or os.getenv(key):
This is real environment access involving an API key, OCR token, or Codex credential-file selection. The access supports documented backends, but it crosses a credential boundary.
๋‚ฎ์Œ
cli/image2ppt/runtime/image_gen.py:184
getenv function call
return Path(os.getenv("CODEX_AUTH_FILE", DEFAULT_CODEX_AUTH_FILE)).expanduser()
This is real environment access involving an API key, OCR token, or Codex credential-file selection. The access supports documented backends, but it crosses a credential boundary.
๋‚ฎ์Œ
cli/image2ppt/runtime/image_gen.py:450
getenv function call
if os.getenv("OPENAI_API_KEY"):
This is real environment access involving an API key, OCR token, or Codex credential-file selection. The access supports documented backends, but it crosses a credential boundary.
๋‚ฎ์Œ
cli/image2ppt/runtime/image_gen.py:652
getenv function call
api_key=os.getenv("OPENAI_API_KEY"),
This is real environment access involving an API key, OCR token, or Codex credential-file selection. The access supports documented backends, but it crosses a credential boundary.
๋‚ฎ์Œ
cli/image2ppt/runtime/runtime_env.py:107
getenv function call
return Path(os.getenv("CODEX_AUTH_FILE", DEFAULT_CODEX_AUTH_FILE)).expanduser()
This is real environment access involving an API key, OCR token, or Codex credential-file selection. The access supports documented backends, but it crosses a credential boundary.
๋‚ฎ์Œ
cli/image2ppt/runtime/runtime_env.py:260
getenv function call
if os.getenv(key):
This is real environment access involving an API key, OCR token, or Codex credential-file selection. The access supports documented backends, but it crosses a credential boundary.
๋‚ฎ์Œ
cli/image2ppt/runtime/runtime_env.py:272
getenv function call
token_source = "environment" if os.getenv("PADDLE_OCR_TOKEN") else ("config" if token else "unset")
This is real environment access involving an API key, OCR token, or Codex credential-file selection. The access supports documented backends, but it crosses a credential boundary.
๋‚ฎ์Œ
cli/image2ppt/runtime/deck_text_hints.py:39
Python environment access
token = os.environ.get("PADDLE_OCR_TOKEN", "").strip()
This is real environment access involving an API key, OCR token, or Codex credential-file selection. The access supports documented backends, but it crosses a credential boundary.
๋‚ฎ์Œ
cli/image2ppt/runtime/image_gen.py:165
Python environment access
os.environ[key] = str(value)
This is real environment access involving an API key, OCR token, or Codex credential-file selection. The access supports documented backends, but it crosses a credential boundary.
๋‚ฎ์Œ
cli/image2ppt/runtime/paddle_text_hints.py:181
Python environment access
parser.add_argument("--token", default=os.environ.get("PADDLE_OCR_TOKEN", ""), help="API token; defa
This is real environment access involving an API key, OCR token, or Codex credential-file selection. The access supports documented backends, but it crosses a credential boundary.
๋‚ฎ์Œ
cli/image2ppt/runtime/runtime_env.py:261
Python environment access
values[key] = os.environ[key]
This is real environment access involving an API key, OCR token, or Codex credential-file selection. The access supports documented backends, but it crosses a credential boundary.
๋‚ฎ์Œ
cli/image2ppt/runtime/image_gen.py:163
Python getenv function
if key not in ENV_FIELDS or os.getenv(key):
This is real environment access involving an API key, OCR token, or Codex credential-file selection. The access supports documented backends, but it crosses a credential boundary.
๋‚ฎ์Œ
cli/image2ppt/runtime/image_gen.py:184
Python getenv function
return Path(os.getenv("CODEX_AUTH_FILE", DEFAULT_CODEX_AUTH_FILE)).expanduser()
This is real environment access involving an API key, OCR token, or Codex credential-file selection. The access supports documented backends, but it crosses a credential boundary.
๋‚ฎ์Œ
cli/image2ppt/runtime/image_gen.py:450
Python getenv function
if os.getenv("OPENAI_API_KEY"):
This is real environment access involving an API key, OCR token, or Codex credential-file selection. The access supports documented backends, but it crosses a credential boundary.
๋‚ฎ์Œ
cli/image2ppt/runtime/image_gen.py:652
Python getenv function
api_key=os.getenv("OPENAI_API_KEY"),
This is real environment access involving an API key, OCR token, or Codex credential-file selection. The access supports documented backends, but it crosses a credential boundary.
๋‚ฎ์Œ
cli/image2ppt/runtime/runtime_env.py:107
Python getenv function
return Path(os.getenv("CODEX_AUTH_FILE", DEFAULT_CODEX_AUTH_FILE)).expanduser()
This is real environment access involving an API key, OCR token, or Codex credential-file selection. The access supports documented backends, but it crosses a credential boundary.
๋‚ฎ์Œ
cli/image2ppt/runtime/runtime_env.py:260
Python getenv function
if os.getenv(key):
This is real environment access involving an API key, OCR token, or Codex credential-file selection. The access supports documented backends, but it crosses a credential boundary.
๋‚ฎ์Œ
cli/image2ppt/runtime/runtime_env.py:272
Python getenv function
token_source = "environment" if os.getenv("PADDLE_OCR_TOKEN") else ("config" if token else "unset")
This is real environment access involving an API key, OCR token, or Codex credential-file selection. The access supports documented backends, but it crosses a credential boundary.
๋‚ฎ์Œ
cli/image2ppt/runtime/paddle_text_hints.py:68
Python HTTP libraries
status = requests.get(f"{JOB_URL}/{job_id}", headers=headers, timeout=60).json()["data"]
The code polls the external PaddleOCR service using a bearer token and a server-issued job identifier. The request stays on the configured service host.

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๐Ÿ”‘ ํ™˜๊ฒฝ ๋ณ€์ˆ˜ (50)
cli/image2ppt/cli.py:18 cli/image2ppt/runtime/configure_image_backend.py:10 cli/image2ppt/runtime/configure_image_backend.py:18 cli/image2ppt/runtime/deck_text_hints.py:39 cli/image2ppt/runtime/image_gen.py:165 cli/image2ppt/runtime/image_gen.py:163 cli/image2ppt/runtime/image_gen.py:169 cli/image2ppt/runtime/image_gen.py:173 cli/image2ppt/runtime/image_gen.py:184 cli/image2ppt/runtime/image_gen.py:245 cli/image2ppt/runtime/image_gen.py:450 cli/image2ppt/runtime/image_gen.py:652 cli/image2ppt/runtime/image_gen.py:653 cli/image2ppt/runtime/image_gen.py:163 cli/image2ppt/runtime/image_gen.py:169 cli/image2ppt/runtime/image_gen.py:173 cli/image2ppt/runtime/image_gen.py:184 cli/image2ppt/runtime/image_gen.py:245 cli/image2ppt/runtime/image_gen.py:450 cli/image2ppt/runtime/image_gen.py:652 cli/image2ppt/runtime/image_gen.py:653 cli/image2ppt/runtime/image_gen.py:48 cli/image2ppt/runtime/image_gen.py:57 cli/image2ppt/runtime/image_gen.py:254 cli/image2ppt/runtime/image_gen.py:449 cli/image2ppt/runtime/image_gen.py:450 cli/image2ppt/runtime/image_gen.py:451 cli/image2ppt/runtime/image_gen.py:454 cli/image2ppt/runtime/image_gen.py:468 cli/image2ppt/runtime/image_gen.py:652 cli/image2ppt/runtime/image_gen.py:905 cli/image2ppt/runtime/main.py:42 cli/image2ppt/runtime/main.py:413 cli/image2ppt/runtime/main.py:65 cli/image2ppt/runtime/main.py:66 cli/image2ppt/runtime/main.py:779 cli/image2ppt/runtime/paddle_text_hints.py:181 cli/image2ppt/runtime/runtime_env.py:261 cli/image2ppt/runtime/runtime_env.py:44 cli/image2ppt/runtime/runtime_env.py:107 cli/image2ppt/runtime/runtime_env.py:260 cli/image2ppt/runtime/runtime_env.py:272 cli/image2ppt/runtime/runtime_env.py:44 cli/image2ppt/runtime/runtime_env.py:107 cli/image2ppt/runtime/runtime_env.py:260 cli/image2ppt/runtime/runtime_env.py:272 cli/image2ppt/runtime/runtime_env.py:21 cli/image2ppt/runtime/runtime_env.py:126 cli/image2ppt/runtime/runtime_env.py:127 cli/image2ppt/runtime/runtime_env.py:146
โš™๏ธ ์™ธ๋ถ€ ๋ช…๋ น์–ด (50)
cli/image2ppt/runtime/_input_normalization.py:245 cli/image2ppt/runtime/_input_normalization.py:265 cli/image2ppt/runtime/_page_artifacts.py:16 cli/image2ppt/runtime/build_pptx_from_manifest.py:914 cli/image2ppt/runtime/build_pptx_from_manifest.py:244 cli/image2ppt/runtime/build_pptx_from_manifest.py:694 cli/image2ppt/runtime/deck_text_hints.py:4 cli/image2ppt/runtime/deck_text_hints.py:5 cli/image2ppt/runtime/deck_text_hints.py:15 cli/image2ppt/runtime/deck_text_hints.py:18 cli/image2ppt/runtime/deck_text_hints.py:115-116 cli/image2ppt/runtime/deck_text_hints.py:116 cli/image2ppt/runtime/deck_text_hints.py:148 cli/image2ppt/runtime/finalize_deck_run.py:16 cli/image2ppt/runtime/formula_renderer.py:79 cli/image2ppt/runtime/formula_renderer.py:237 cli/image2ppt/runtime/formula_renderer.py:143 cli/image2ppt/runtime/image_gen.py:436 cli/image2ppt/runtime/image_gen.py:445 cli/image2ppt/runtime/image_gen.py:470 cli/image2ppt/runtime/main.py:38 cli/image2ppt/runtime/main.py:79 cli/image2ppt/runtime/main.py:87 cli/image2ppt/runtime/main.py:124 cli/image2ppt/runtime/main.py:143 cli/image2ppt/runtime/main.py:255 cli/image2ppt/runtime/main.py:615 cli/image2ppt/runtime/main.py:721 cli/image2ppt/runtime/main.py:758 cli/image2ppt/runtime/paddle_text_hints.py:4 cli/image2ppt/runtime/paddle_text_hints.py:8 cli/image2ppt/runtime/paddle_text_hints.py:9 cli/image2ppt/runtime/paddle_text_hints.py:12 cli/image2ppt/runtime/page_text_metrics.py:2 cli/image2ppt/runtime/page_text_metrics.py:227 cli/image2ppt/runtime/record_page_result.py:51 cli/image2ppt/runtime/record_page_result.py:100-101 cli/image2ppt/runtime/remove_chroma_key.py:31 cli/image2ppt/runtime/remove_chroma_key.py:35 cli/image2ppt/runtime/runtime_env.py:197 cli/image2ppt/runtime/runtime_env.py:30 cli/image2ppt/runtime/runtime_env.py:353 cli/image2ppt/runtime/runtime_env.py:169 cli/image2ppt/runtime/runtime_env.py:171 cli/image2ppt/runtime/runtime_env.py:176 cli/image2ppt/runtime/text_hints.py:5 cli/image2ppt/runtime/text_hints.py:6 cli/image2ppt/runtime/text_hints.py:7 cli/image2ppt/runtime/text_hints.py:8 cli/image2ppt/runtime/text_hints.py:9
๐ŸŒ ๋„คํŠธ์›Œํฌ ์ ‘๊ทผ (50)
cli/image2ppt/runtime/_input_normalization.py:18 cli/image2ppt/runtime/_input_normalization.py:20 cli/image2ppt/runtime/_input_normalization.py:21 cli/image2ppt/runtime/_input_normalization.py:22 cli/image2ppt/runtime/build_pptx_from_manifest.py:19 cli/image2ppt/runtime/build_pptx_from_manifest.py:591 cli/image2ppt/runtime/build_pptx_from_manifest.py:605 cli/image2ppt/runtime/build_pptx_from_manifest.py:608 cli/image2ppt/runtime/build_pptx_from_manifest.py:611 cli/image2ppt/runtime/build_pptx_from_manifest.py:613 cli/image2ppt/runtime/build_pptx_from_manifest.py:622 cli/image2ppt/runtime/build_pptx_from_manifest.py:641 cli/image2ppt/runtime/build_pptx_from_manifest.py:642 cli/image2ppt/runtime/build_pptx_from_manifest.py:648 cli/image2ppt/runtime/build_pptx_from_manifest.py:657 cli/image2ppt/runtime/build_pptx_from_manifest.py:686 cli/image2ppt/runtime/build_pptx_from_manifest.py:703 cli/image2ppt/runtime/build_pptx_from_manifest.py:712 cli/image2ppt/runtime/build_pptx_from_manifest.py:714 cli/image2ppt/runtime/build_pptx_from_manifest.py:720 cli/image2ppt/runtime/build_pptx_from_manifest.py:721 cli/image2ppt/runtime/build_pptx_from_manifest.py:722 cli/image2ppt/runtime/build_pptx_from_manifest.py:725 cli/image2ppt/runtime/build_pptx_from_manifest.py:726 cli/image2ppt/runtime/build_pptx_from_manifest.py:727 cli/image2ppt/runtime/build_pptx_from_manifest.py:728 cli/image2ppt/runtime/build_pptx_from_manifest.py:730 cli/image2ppt/runtime/deck_text_hints.py:115 cli/image2ppt/runtime/image_gen.py:277 cli/image2ppt/runtime/image_gen.py:290 cli/image2ppt/runtime/image_gen.py:380 cli/image2ppt/runtime/image_gen.py:576 cli/image2ppt/runtime/image_gen.py:616 cli/image2ppt/runtime/image_gen.py:691 cli/image2ppt/runtime/image_gen.py:753 cli/image2ppt/runtime/image_gen.py:863 cli/image2ppt/runtime/image_gen.py:47 cli/image2ppt/runtime/image_gen.py:51 cli/image2ppt/runtime/image_gen.py:63 cli/image2ppt/runtime/image_gen.py:250 cli/image2ppt/runtime/image_gen.py:266 cli/image2ppt/runtime/main.py:571 cli/image2ppt/runtime/main.py:494 cli/image2ppt/runtime/main.py:499 cli/image2ppt/runtime/main.py:502 cli/image2ppt/runtime/main.py:785 cli/image2ppt/runtime/paddle_text_hints.py:54 cli/image2ppt/runtime/paddle_text_hints.py:68 cli/image2ppt/runtime/paddle_text_hints.py:78 cli/image2ppt/runtime/paddle_text_hints.py:32
๐Ÿ“ ํŒŒ์ผ ์‹œ์Šคํ…œ ์ ‘๊ทผ (50)
cli/image2ppt/runtime/_input_normalization.py:7 cli/image2ppt/runtime/_input_normalization.py:336 cli/image2ppt/runtime/_input_normalization.py:48 cli/image2ppt/runtime/_input_normalization.py:341 cli/image2ppt/runtime/_input_normalization.py:8 cli/image2ppt/runtime/_input_normalization.py:112 cli/image2ppt/runtime/_input_normalization.py:220 cli/image2ppt/runtime/_page_artifacts.py:67 cli/image2ppt/runtime/build_pptx_from_manifest.py:605 cli/image2ppt/runtime/build_pptx_from_manifest.py:607 cli/image2ppt/runtime/build_pptx_from_manifest.py:611 cli/image2ppt/runtime/build_pptx_from_manifest.py:641 cli/image2ppt/runtime/build_pptx_from_manifest.py:642 cli/image2ppt/runtime/build_pptx_from_manifest.py:657 cli/image2ppt/runtime/build_pptx_from_manifest.py:726 cli/image2ppt/runtime/build_pptx_from_manifest.py:728 cli/image2ppt/runtime/build_pptx_from_manifest.py:720 cli/image2ppt/runtime/build_pptx_from_manifest.py:9 cli/image2ppt/runtime/build_pptx_from_manifest.py:852 cli/image2ppt/runtime/build_pptx_from_manifest.py:913 cli/image2ppt/runtime/build_pptx_from_manifest.py:343 cli/image2ppt/runtime/build_pptx_from_manifest.py:757 cli/image2ppt/runtime/build_pptx_from_manifest.py:758 cli/image2ppt/runtime/build_pptx_from_manifest.py:759 cli/image2ppt/runtime/build_pptx_from_manifest.py:10 cli/image2ppt/runtime/build_pptx_from_manifest.py:789 cli/image2ppt/runtime/build_pptx_from_manifest.py:825 cli/image2ppt/runtime/configure_image_backend.py:69 cli/image2ppt/runtime/configure_image_backend.py:69 cli/image2ppt/runtime/formula_renderer.py:9 cli/image2ppt/runtime/formula_renderer.py:66 cli/image2ppt/runtime/formula_renderer.py:126 cli/image2ppt/runtime/formula_renderer.py:258 cli/image2ppt/runtime/formula_renderer.py:259 cli/image2ppt/runtime/image_gen.py:4 cli/image2ppt/runtime/image_gen.py:46 cli/image2ppt/runtime/image_gen.py:56 cli/image2ppt/runtime/image_gen.py:4 cli/image2ppt/runtime/image_gen.py:46 cli/image2ppt/runtime/image_gen.py:56 cli/image2ppt/runtime/main.py:594 cli/image2ppt/runtime/main.py:778 cli/image2ppt/runtime/main.py:594 cli/image2ppt/runtime/main.py:778 cli/image2ppt/runtime/main.py:686 cli/image2ppt/runtime/record_imagegen_result.py:17 cli/image2ppt/runtime/record_imagegen_result.py:86 cli/image2ppt/runtime/runtime_env.py:18 cli/image2ppt/runtime/runtime_env.py:19 cli/image2ppt/runtime/runtime_env.py:18
โšก ์Šคํฌ๋ฆฝํŠธ ํฌํ•จ (15)
cli/image2ppt/runtime/main.py:13-23 cli/image2ppt/runtime/main.py:24-29 cli/image2ppt/runtime/page_job_status.py:6-14 cli/image2ppt/runtime/record_page_dispatch.py:5-16 cli/image2ppt/runtime/record_page_result.py:8-21 cli/image2ppt/runtime/reset_page_job.py:6-13 scripts/build_page_worker_prompt.py:62 scripts/build_page_worker_prompt.py:94 scripts/inspect_arrow_atomicity.py:14-24 tests/test_manifest_arrows.py:11-20 tests/test_pdf_backend.py:95 tests/test_render_guard.py:21 tests/test_runtime_paths.py:14-21 tests/test_slide_layout.py:13-21 tests/test_state_e2e.py:10-17
๊ฐ์‚ฌ์ž: codex
์ด ๋ณด๊ณ ์„œ ๊ณต์œ  ๋ฐ ์ธ์šฉ

๋ฒ„์ „์ด ์ง€์ •๋œ ํ‰๊ฐ€ ๋ณด๊ณ ์„œ, ์ค‘๋ฆฝ ๋ฐฐ์ง€, ์ž„๋ฒ ๋“œ ์นด๋“œ ๋ฐ ์ธ์šฉ์„ ๊ณต์œ ํ•˜์„ธ์š”. Skillstore๋Š” ๊ทผ๊ฑฐ๋ฅผ ๋ณด๊ณ ํ•˜์ง€๋งŒ ์ด Skill์˜ ์•ˆ์ „ ์—ฌ๋ถ€๋ฅผ ํŒ๋‹จํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค.

๋ฒ„์ „๋ณ„ ๋ณด๊ณ ์„œ ์—ด๊ธฐ
๋ณด์•ˆ ํ‰๊ฐ€

๋ณด๊ณ ์„œ ๋งํฌ ๋ณต์‚ฌ

https://skillstore.io/skills/yuan1z0825-nature-image2ppt/audits/1?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_report

Markdown ๋ฐฐ์ง€

[![Skillstore security assessment](https://skillstore.io/badges/skills/yuan1z0825-nature-image2ppt/security.svg)](https://skillstore.io/skills/yuan1z0825-nature-image2ppt?utm_source=security_passport_badge)

HTML ๋ฐฐ์ง€

<a href="https://skillstore.io/skills/yuan1z0825-nature-image2ppt?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/yuan1z0825-nature-image2ppt/security.svg" alt="Skillstore security assessment" loading="lazy"></a>

์ž„๋ฒ ๋“œ ์นด๋“œ

<iframe src="https://skillstore.io/embed/skills/yuan1z0825-nature-image2ppt.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>
ํ•™์ˆ  ์ธ์šฉ (APA ยท BibTeX ยท CFF)

APA ์ธ์šฉ

yuan1z0825. (2026). nature-image2ppt security audit report (audit version 1) [Author version unspecified]. Skillstore. https://skillstore.io/skills/yuan1z0825-nature-image2ppt/audits/1

BibTeX ์ธ์šฉ

@techreport{yuan1z0825-yuan1z0825-nature-image2ppt-2026, author = {yuan1z0825}, title = {nature-image2ppt security audit report (audit version 1)}, institution = {Skillstore}, year = {2026}, number = {1}, url = {https://skillstore.io/skills/yuan1z0825-nature-image2ppt/audits/1}, note = {Author version unspecified} }

CITATION.cff

cff-version: 1.2.0 message: "If you use this Skill, cite its author and this versioned security audit report." title: "nature-image2ppt security audit report (audit version 1)" version: "unspecified" type: report authors: - name: "yuan1z0825" date-released: "2026-08-19" url: "https://skillstore.io/skills/yuan1z0825-nature-image2ppt/audits/1" identifiers: - type: other value: "skillstore:yuan1z0825-nature-image2ppt:audit:1" description: "Skillstore immutable audit report identifier"

Skillstore ์ ์ˆ˜

์ด ์ ์ˆ˜์˜ ์ด์œ  ์ฆ๊ฑฐ ์‹ ๋ขฐ๋„: ์ค‘๊ฐ„
82
์•„ํ‚คํ…์ฒ˜
85
์œ ์ง€๋ณด์ˆ˜์„ฑ
87
์ฝ˜ํ…์ธ 
65
์ปค๋ฎค๋‹ˆํ‹ฐ
83
์‚ฌ์–‘ ์ค€์ˆ˜

๋งŒ๋“ค ์ˆ˜ ์žˆ๋Š” ๊ฒƒ

Recover Editable Training Slides

Convert archived screenshots into editable slides while preserving layouts, diagrams, and review evidence.

Restore Scanned Research Decks

Turn scanned PDF pages into structured PowerPoint slides with measured text and bounded visual assets.

Modernize Image-Only Presentations

Rebuild image-based PPTX files so design teams can update text, shapes, arrows, and speaker notes.

์ด ํ”„๋กฌํ”„ํŠธ๋ฅผ ์‚ฌ์šฉํ•ด ๋ณด์„ธ์š”

Rebuild One Slide 
Reconstruct this slide image as an editable PowerPoint. Preserve the original layout, text, colors, and object positions. Complete rendered quality checks.
Convert a Scanned PDF 
Convert this scanned PDF into an editable PPTX. Preserve page dimensions and visual structure. Keep complex illustrations as separate replaceable assets when necessary.
Restore an Image-Only Deck 
Rebuild this image-only presentation as editable slides. Preserve speaker notes, native arrows, connectors, formulas, and page order. Report remaining bitmap assets.
Reconstruct Complex Diagrams 
Reconstruct these slides with measured semantic regions. Keep nodes, connectors, and simple shapes native. Use approved cloud services only after confirming data handling.

๋ชจ๋ฒ” ์‚ฌ๋ก€

  • Provide the highest-resolution source available and specify required page ranges, fonts, or dimensions.
  • Choose offline processing for sensitive material, or approve each external service after reviewing its data destination.
  • Inspect rendered comparisons and remaining bitmap assets before accepting the final deck.

ํ”ผํ•˜๊ธฐ

  • Do not use this skill to create a new presentation from an outline or meeting notes.
  • Do not provide confidential slides to cloud backends without explicit authorization and suitable data-handling terms.
  • Do not treat a passing structural check as proof that the rendered slide matches the source.

์ž์ฃผ ๋ฌป๋Š” ์งˆ๋ฌธ

What input formats are supported?
The skill accepts slide images, screenshots, scanned PDFs, PPT files, and image-only PPTX files.
Will every element become editable?
Text, simple shapes, arrows, and connectors can become native objects. Complex local illustrations may remain replaceable bitmap assets.
Does it preserve speaker notes?
It preserves speaker notes from supported PowerPoint inputs and verifies note integrity during final validation.
Can it work without cloud services?
Yes. Offline text geometry is available, but character recognition and image editing may be less complete without cloud backends.
What files does it produce?
It produces an editable PPTX, page manifests, previews, contact sheets, validation results, and rendered quality reports.
Is it suitable for confidential presentations?
Use offline processing for confidential material. Cloud image or OCR features can transmit slide content to external providers.

๊ฐœ๋ฐœ์ž ์„ธ๋ถ€ ์ •๋ณด

์ž‘์„ฑ์ž

yuan1z0825

๋ผ์ด์„ ์Šค

MIT

Skillstore ๋ฆฌ๋น„์ „

r1

๋ฒ„์ „ ์•ˆ๋‚ด

์ž‘์„ฑ์ž๊ฐ€ ๋ฒ„์ „์„ ์„ ์–ธํ•˜์ง€ ์•Š์•˜์Šต๋‹ˆ๋‹ค.

๋ฆฌํฌ์ง€ํ† ๋ฆฌ

https://github.com/yuan1z0825/nature-skills/tree/96e41d3348748796c239cf5cb85bd947e5b02d38/skills/nature-image2ppt

์ฐธ์กฐ

77693483729a5bd09f6124203af8373ad342361a

์œ ์ง€๋ณด์ˆ˜ ์ตœ์‹ ์„ฑ

2026. 8. 19.

์‚ฌ์šฉ๋Ÿ‰

0 ๋‹ค์šด๋กœ๋“œ ยท 0 ์กฐํšŒ

ํŒŒ์ผ ๊ตฌ์กฐ

๐Ÿ“„ .gitignore

๐Ÿ“ agents/

๐Ÿ“„ openai.yaml

๐Ÿ“ cli/

๐Ÿ“ image2ppt/

๐Ÿ“„ __init__.py

๐Ÿ“„ cli.py

๐Ÿ“ runtime/

๐Ÿ“„ __init__.py

๐Ÿ“„ _input_normalization.py

๐Ÿ“„ _page_artifacts.py

๐Ÿ“„ build_pptx_from_manifest.py

๐Ÿ“„ configure_image_backend.py

๐Ÿ“„ deck_run_state.py

๐Ÿ“„ deck_text_hints.py

๐Ÿ“„ finalize_deck_run.py

๐Ÿ“„ formula_renderer.py

๐Ÿ“„ image_gen.py

๐Ÿ“„ main.py

๐Ÿ“„ make_page_contact_sheet.py

๐Ÿ“„ paddle_text_hints.py

๐Ÿ“„ page_job_status.py

๐Ÿ“„ page_text_metrics.py

๐Ÿ“„ prepare_deck_run.py

๐Ÿ“„ process_asset_sheet.py

๐Ÿ“„ record_imagegen_result.py

๐Ÿ“„ record_page_dispatch.py

๐Ÿ“„ record_page_result.py

๐Ÿ“„ remove_chroma_key.py

๐Ÿ“„ reset_page_job.py

๐Ÿ“„ runtime_env.py

๐Ÿ“„ split_alpha_components.py

๐Ÿ“„ text_hints.py

๐Ÿ“„ validate_pptx.py

๐Ÿ“„ pyproject.toml

๐Ÿ“„ config.example.yaml

๐Ÿ“„ LICENSE

๐Ÿ“„ manifest.yaml

๐Ÿ“ prompts/

๐Ÿ“„ page-worker-base.md

๐Ÿ“„ page-worker.md

๐Ÿ“„ README_EN.md

๐Ÿ“„ README.md

๐Ÿ“ references/

๐Ÿ“„ assets-provenance-contract.md

๐Ÿ“„ cli-helper.md

๐Ÿ“„ manifest-arrow-extension.md

๐Ÿ“„ manifest-schema.md

๐Ÿ“„ object-routing.md

๐Ÿ“„ ocr-text-hints-contract.md

๐Ÿ“„ page-decision-tree.md

๐Ÿ“„ qa-contract.md

๐Ÿ“„ region-decomposition.md

๐Ÿ“„ runtime-dependencies.md

๐Ÿ“„ workflow.md

๐Ÿ“„ requirements.txt

๐Ÿ“ schemas/

๐Ÿ“„ page-manifest-v2.schema.json

๐Ÿ“ scripts/

๐Ÿ“„ build_page_worker_prompt.py

๐Ÿ“„ inspect_arrow_atomicity.py

๐Ÿ“„ inspect_region_decomposition.py

๐Ÿ“„ postprocess_manifest_arrows.py

๐Ÿ“„ render_image2ppt_qa.py

๐Ÿ“„ run_final_image2ppt_qa.py

๐Ÿ“„ run_image2ppt_qa.py

๐Ÿ“„ runtime_paths.py

๐Ÿ“„ visual_review_evidence.py

๐Ÿ“„ SKILL.md

๐Ÿ“ tests/

๐Ÿ“„ support.py

๐Ÿ“„ test_console_portability.py

๐Ÿ“„ test_dispatch_concurrency.py

๐Ÿ“„ test_formula_renderer.py

๐Ÿ“„ test_independence.py

๐Ÿ“„ test_isolated_lifecycle.py

๐Ÿ“„ test_manifest_arrows.py

๐Ÿ“„ test_migration_parity.py

๐Ÿ“„ test_multi_agent_backend.py

๐Ÿ“„ test_ocr_http.py

๐Ÿ“„ test_page_hints.py

๐Ÿ“„ test_path_confinement.py

๐Ÿ“„ test_pdf_backend.py

๐Ÿ“„ test_project_metadata.py

๐Ÿ“„ test_quality_contracts.py

๐Ÿ“„ test_region_decomposition.py

๐Ÿ“„ test_render_guard.py

๐Ÿ“„ test_runtime_paths.py

๐Ÿ“„ test_script_inventory.py

๐Ÿ“„ test_slide_layout.py

๐Ÿ“„ test_state_e2e.py

๐Ÿ“„ test_structure_reconstruction.py

๐Ÿ“„ test_thin_profile.py

๐Ÿ“„ test_visual_review_evidence.py

๐Ÿ“„ test_visual_review_runtime.py