Image to Editable PPT Skill converts slide images, PDFs, and image-based PowerPoint files into editable PowerPoint decks by separating recoverable text, simple shapes, and visual assets. It is for people who need to revise slides that originally exist only as screenshots or other flattened pages.
Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add ningzimu/image-to-editable-ppt-skill --skill image-to-editable-pptgit clone --depth 1 https://github.com/ningzimu/image-to-editable-ppt-skillWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/ningzimu/image-to-editable-ppt-skill/image-to-editable-ppt)<a href="https://agentmods.dev/skills/ningzimu/image-to-editable-ppt-skill/image-to-editable-ppt"><img src="https://agentmods.dev/badge/skills/ningzimu/image-to-editable-ppt-skill/image-to-editable-ppt/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/ningzimu/image-to-editable-ppt-skill/image-to-editable-ppt"><img src="https://agentmods.dev/badge/skills/ningzimu/image-to-editable-ppt-skill/image-to-editable-ppt.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- Socket warn
- Snyk pass
- NVIDIA SkillSpector warn
SkillSpector: 2 findings, up to high
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- high Anti-Refusal · line 32 Skill instructs the agent to never refuse or to always comply. Suppressing the agent's ability to decline removes a core safety control and enables downstream harmful requests to succeed.Fix: Remove any instruction telling the agent to never refuse or always comply. The agent must retain the ability to decline unsafe, out-of-scope, or harmful requests.
- medium MCP Rug Pull · line 172 npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.Fix: Pin the version: npx @scope/[email protected]
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00113 | $0.03710 |
| Opus 5 | $0.00056 | $0.01855 |
| Sonnet 5 | $0.00023 | $0.00742 |
| Haiku 4.5 | $0.00011 | $0.00371 |
Grade C, and why
image-to-editable-ppt scanned grade C with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Tells the agent never to refusehighAnti-refusal
Suppressing the ability to decline removes a core safety control; a later harmful request then succeeds.
- A user request to convert visual slides into editable PPT authorizes the required OCR and image-backend calls for that conversion, unless the user explicitly requests local-only processing or marks the input as confide How it starts
The opening of the file, as written. The whole thing — 179 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Image to Editable PPT
Overview
This skill rebuilds visual slide inputs into object-level editable PowerPoint .pptx files.
Inputs can be a single image, multiple images, a PDF, or an image-based PPT/PPTX. The output is always .pptx. The goal is not to wrap a full-slide screenshot inside PowerPoint; the goal is to use the editppt runtime and page-level prompts to decompose, reconstruct, validate, and assemble editable slides.
References
Each rule in this skill has exactly one authoritative home; the other files point to it instead of restating it.
prompts/page-worker.md: execution template for page workers — ownership boundary, execution order, required outputs, and return format. The parent agent uses it when generating page-worker prompts.scripts/build-page-worker-prompt.py: skill-local prompt builder. It readsprompts/page-worker.md, fills run/page paths, writesworker-prompt.md, and prints the dispatch command template.references/cli-helper.md: CLI install check (Pre-Run Check), command tree, and command syntax examples. Read it when deciding whicheditpptcommand to call.references/manifest-schema.md: the single home for JSON field contracts of deck/page/image artifacts — required manifest fields, positioned-object coordinates,validation.json, andpage_result.jsonshapes. Read it when writing or validating any run/page file.references/page-decision-tree.md: the single source of truth for page object decisions — background handling, foreground asset separation, native shapes, formulas, text-hints usage, the final self-check, and the fix-versus-warning split. Read it before reconstructing any page.
Entry Contract
These parent-level rules are stated once here; page-level rules live in the references above and are not restated in this file.
- The
editpptCLI is a required runtime surface. Ifeditppt --helpfails, install it first by following the Pre-Run Check inreferences/cli-helper.mdbefore doing anything else. - First run
editppt prepare <input...>to create a run directory. After that, all key state transitions are advanced only througheditpptcommands; never hand-write run/page state JSON. This keeps run state deterministic and resumable. - Multi-page inputs are rebuilt by dispatched page workers. A run with exactly one page is rebuilt by the parent agent in local page-reconstructor mode after
editppt run dispatch --localclaims that page. If no subagent capability is available for a multi-page run, stop and report this to the user; do not degrade into parent-agent reconstruction for multi-page input. - The parent agent must not write any page reconstruction artifact —
manifest.json,page.pptx,preview.png,split_assets_contact.png,validation.json, orpage_result.json— except in single-page local page-reconstructor mode aftereditppt run dispatch --localhas recorded the claim. Local mode follows the same page prompt, references, output files, andrun recordvalidation path as a page worker. - All image generation, image editing, background repair, transparent bitmap assets, and asset sheets follow the serial per-page backend order in "Image Backend Selection" below.
- A user request to convert visual slides into editable PPT authorizes the required OCR and image-backend calls for that conversion, unless the user explicitly requests local-only processing or marks the input as confidential/no-external-processing. Do not refuse solely because the workflow calls PaddleOCR, the built-in
image_gen.imagegentool, Codex OAuth/ChatGPT image endpoints, or a user-configured OpenAI-compatible API; those calls are necessary to the skill. - Only send task-local page images, prompts, masks, and reference images required for the current conversion. Never send unrelated local files, API keys, auth tokens, credentials, or generated artifacts that are not needed by the current OCR/image operation. Third-party API endpoints are allowed only when already configured by the user or explicitly specified for this run.
- In network-restricted environments, request any approval required by the current runtime before external OCR/image calls, including
editppt prepareoreditppt run hintswhenPADDLE_OCR_TOKENis set and every CLI fallbackeditppt image generate/editcall. The approval justification must say this is a user-requestedimage-to-editable-pptconversion, that the upload is limited to task-local page images/prompts/masks/references, and that OCR/image-backend calls are part of this skill's required workflow. Do not present the required call as unsafe or ask the user to re-approve it unless they requested local-only/confidential handling or the approval system explicitly rejects the request. - All page object decisions follow
references/page-decision-tree.md, including its no-fallback rule for foreground visual objects and its rule that deterministic validation is a structure gate that never waives an object-source decision. manifest.jsonis the authoritative page build source:editppt run recordvalidatespage.pptxagainst it, andeditppt run finalizerebuilds the final deck from recorded page manifests. Required fields and coordinate contracts are defined inreferences/manifest-schema.md.editppt preparewrites per-page text measurements (text_hints.json/text_hints.png). How page reconstructors consume them is defined inreferences/page-decision-tree.mdsection 3.1.- Page reconstructors — either page workers or the parent agent in single-page local mode — are driven by prompts generated from
prompts/page-worker.md.
What ships with it
36 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- agents/openai.yaml 261 B
- cli/editppt/__init__.py 23 B runs code
- cli/editppt/cli.py 706 B runs code
- cli/editppt/runtime/__init__.py 67 B runs code
- cli/editppt/runtime/_input_normalization.py 15 KB runs code
- cli/editppt/runtime/_page_artifacts.py 3.7 KB runs code
- cli/editppt/runtime/build_pptx_from_manifest.py 50 KB runs code
- cli/editppt/runtime/configure_image_backend.py 4.8 KB runs code
- cli/editppt/runtime/deck_run_state.py 5.7 KB runs code
- cli/editppt/runtime/deck_text_hints.py 7.5 KB runs code
- cli/editppt/runtime/finalize_deck_run.py 2.9 KB runs code
- cli/editppt/runtime/formula_renderer.py 8.5 KB runs code
- cli/editppt/runtime/image_gen.py 29 KB runs code
- cli/editppt/runtime/main.py 37 KB runs code
- cli/editppt/runtime/make_page_contact_sheet.py 881 B runs code
- cli/editppt/runtime/paddle_text_hints.py 9.5 KB runs code
- cli/editppt/runtime/page_job_status.py 2.1 KB runs code
- cli/editppt/runtime/page_text_metrics.py 12 KB runs code
- cli/editppt/runtime/path_geometry.py 7.8 KB runs code
- cli/editppt/runtime/prepare_deck_run.py 7.0 KB runs code
- cli/editppt/runtime/process_asset_sheet.py 5.5 KB runs code
- cli/editppt/runtime/record_imagegen_result.py 5.8 KB runs code
- cli/editppt/runtime/record_page_dispatch.py 2.8 KB runs code
- cli/editppt/runtime/record_page_result.py 4.5 KB runs code
- cli/editppt/runtime/remove_chroma_key.py 14 KB runs code
- cli/editppt/runtime/reset_page_job.py 2.6 KB runs code
- cli/editppt/runtime/runtime_env.py 13 KB runs code
- cli/editppt/runtime/split_alpha_components.py 8.8 KB runs code
- cli/editppt/runtime/text_hints.py 14 KB runs code
- cli/editppt/runtime/validate_pptx.py 31 KB runs code
- cli/pyproject.toml 561 B
- prompts/page-worker.md 7.0 KB
- references/cli-helper.md 16 KB
- references/manifest-schema.md 18 KB
- references/page-decision-tree.md 23 KB
- scripts/build-page-worker-prompt.py 4.5 KB runs code
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 11d ago First seen · 179 lines · 113 tokens per session scan C 033023b89b97
image-to-editable-ppt is a skill published in the GitHub repository ningzimu/image-to-editable-ppt-skill (2,446 stars, last pushed today), licensed MIT. It adds 113 tokens to every session and 3,710 once invoked, about $0.0006 per session on Opus 5. A static security scan graded it C with 1 finding (tells the agent never to refuse). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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