Programmatic Agents
swyxio/skills
Run a selected coding-agent CLI programmatically, with latency, error, usage, cost, and trace logging.
Integrate multiple plot point analysis results into comprehensive reports, generating high-quality analysis through deduplication, classification, sorting, and summarization.
Install Result Integrator
$ npx skills add VanGong1999/screen-creative-skills --skill result-integrator -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install VanGong1999/screen-creative-skills result-integrator --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/VanGong1999/screen-creative-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/english-version/category/result-processing/result-integrator .claude/skills/result-integrator && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "result-integrator" agent skill from https://github.com/VanGong1999/screen-creative-skills/tree/master/english-version/category/result-processing/result-integrator into .claude/skills/result-integrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "result-integrator", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/VanGong1999/screen-creative-skills/tree/master/english-version/category/result-processing/result-integratorType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add VanGong1999/screen-creative-skills --skill result-integrator -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install VanGong1999/screen-creative-skills result-integrator --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/VanGong1999/screen-creative-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/english-version/category/result-processing/result-integrator .agents/skills/result-integrator && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "result-integrator" agent skill from https://github.com/VanGong1999/screen-creative-skills/tree/master/english-version/category/result-processing/result-integrator into .agents/skills/result-integrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "result-integrator", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add VanGong1999/screen-creative-skills --skill result-integrator -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install VanGong1999/screen-creative-skills result-integrator --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/VanGong1999/screen-creative-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/english-version/category/result-processing/result-integrator .cursor/skills/result-integrator && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "result-integrator" agent skill from https://github.com/VanGong1999/screen-creative-skills/tree/master/english-version/category/result-processing/result-integrator into .cursor/skills/result-integrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "result-integrator", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/VanGong1999/screen-creative-skills.git --path english-version/category/result-processing/result-integrator--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add VanGong1999/screen-creative-skills --skill result-integrator -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install VanGong1999/screen-creative-skills result-integrator --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/VanGong1999/screen-creative-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/english-version/category/result-processing/result-integrator .gemini/skills/result-integrator && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "result-integrator" agent skill from https://github.com/VanGong1999/screen-creative-skills/tree/master/english-version/category/result-processing/result-integrator into .gemini/skills/result-integrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "result-integrator", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install VanGong1999/screen-creative-skills result-integratorInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add VanGong1999/screen-creative-skills --skill result-integrator -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/VanGong1999/screen-creative-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/english-version/category/result-processing/result-integrator .github/skills/result-integrator && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "result-integrator" agent skill from https://github.com/VanGong1999/screen-creative-skills/tree/master/english-version/category/result-processing/result-integrator into .github/skills/result-integrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "result-integrator", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add VanGong1999/screen-creative-skills --skill result-integrator -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install VanGong1999/screen-creative-skills result-integrator --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/VanGong1999/screen-creative-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/english-version/category/result-processing/result-integrator .opencode/skills/result-integrator && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "result-integrator" agent skill from https://github.com/VanGong1999/screen-creative-skills/tree/master/english-version/category/result-processing/result-integrator into .opencode/skills/result-integrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "result-integrator", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
result-integrator- GitHub stars
- 446
- Token cost
- ~1.3k tokens
- SKILL.md length
- 302 words
- Files
- 2 (incl. references)
- Skills in repo
- 62
- Repo updated
- First seen
- Licence
- MIT
At a glance
Integrate multiple plot point analysis results into comprehensive reports, generating high-quality analysis through deduplication, classification, sorting, and summarization.
- Works in 4 steps: Deduplication: Remove duplicate or… → Classification: Classify plot points by… → Sorting: Arrange plot points in order of… → …
- Tasks that involve Data cleaning
- SKILL.md covers Functionality, Use Cases, Integration Principles and Core Steps, plus 6 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Result Integrator is an agent skill from VanGong1999/screen-creative-skills. Integrate multiple plot point analysis results into comprehensive reports, generating high-quality analysis through deduplication, classification, sorting, and summarization. Suitable for integrating multiple analysis sources, generating unified reports
Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/examples.md`). Compatibility notes: Claude Code 1.0+
It sits in Writing & Content, covering Data cleaning and Summarization. The repository describes itself as: Skills for Film and Television Creation Agents|31 个影视创作评估策划Agent Skills｜AI影视自动化工作流｜竖屏短剧长剧IP改编｜情节题材提炼｜剧本小说IP创作策划评估｜人物小传｜拉片人物剧集故事五元素分析｜大纲生成｜. The licence is MIT.
When your agent uses it
- Tasks that involve Data cleaning
- Tasks that involve Summarization
Example prompts
- “/result-integrator”
Requirements
- Compatibility (from SKILL.md): Claude Code 1.0+
- Pre-approved tools (allowed-tools): Read
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- Deduplication: Remove duplicate or similar plot points, ensure each plot point is unique.
- Classification: Classify plot points by dramatic function, provide clear structured view.
- Sorting: Arrange plot points in order of appearance in story, ensure timeline coherence.
- Summarization: Provide overall dramatic structure analysis, give professional insights and recommendations.
What it can do on your machine
Read from SKILL.md and the folder at commit 6ced54f. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
Read
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Compatibility
Claude Code 1.0+
From compatibility in the SKILL.md frontmatter.
Context cost
Result Integrator loads about 1.3k tokens when it runs, and up to ~3.1k if it reads all its reference files. Until then it costs about 68 tokens; SKILL.md has 302 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from VanGong1999/screen-creative-skills at commit 6ced54f, republished under its MIT licence (© VanGong1999). 302 words, ~1,304 tokens.
Download SKILL.mdSave it as
.claude/skills/result-integrator/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- result-integrator
- description
- Integrate multiple plot point analysis results into comprehensive reports, generating high-quality analysis through deduplication, classification, sorting, and summarization. Suitable for integrating multiple analysis sources, generating unified reports
- allowed-tools
- Read
- compatibility
- Claude Code 1.0+
- category
- result-processing
- version
- 2.1.0
- last_updated
- 2026-01-11
- license
- MIT
- maintainer
- Gong Fan
- model
- opus
Result Integration Tool
Functionality
Integrate multiple plot point analysis results into comprehensive reports, generating high-quality comprehensive analysis through deduplication, classification, sorting, and summarization.
Use Cases
- Integrate plot point results from multiple analysis sources, generate unified comprehensive reports.
- Remove duplicate and redundant information, ensure report conciseness and accuracy.
- Provide structured plot point analysis summary for quick understanding of story core.
- Optimize report logical coherence, improve readability and professionalism.
Integration Principles
- Deduplication: Remove duplicate or similar plot points, ensure each plot point is unique.
- Classification: Classify plot points by dramatic function, provide clear structured view.
- Sorting: Arrange plot points in order of appearance in story, ensure timeline coherence.
- Summarization: Provide overall dramatic structure analysis, give professional insights and recommendations.
Core Steps
Receive multiple analysis results
↓
Identify and remove duplicate content
↓
Classify by dramatic function
↓
Sort by story order
↓
Generate overall analysis summary
↓
Output final comprehensive reportInput Requirements
- Plot Point Analysis Results: Multiple plot point analysis reports or data from different agents.
- Analysis Source Weights (optional): Specify priority or weights of different analysis source results.
Output Format
[Plot Point Integration Analysis Report]
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
I. Overall Analysis Summary
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
[Overall dramatic structure analysis and professional insights]
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
II. Plot Point Analysis
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
[Plot Point]: [Description]
[Dramatic Function]: [Analysis]
- [Specifically describe function and impact of this plot point]
[Plot Point]: [Description]
[Dramatic Function]: [Analysis]
- [Specifically describe function and impact of this plot point]
...
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
III. Dramatic Structure Evaluation
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
[Professional evaluation and improvement recommendations for integrated dramatic structure]Constraints
- Ensure all input plot point information is complete and parseable.
- Integration process must maintain objectivity, not introduce new subjective judgments.
- Report content must be logically coherent, easy to read and understand.
- Ensure final output report format is standardized and meets expected requirements.
Examples
See {baseDir}/references/examples.md directory for more detailed examples:
examples.md- Contains detailed report examples of multi-agent plot point analysis result integration, deduplication, classification, sorting, and summarization.
Detailed Documentation
See {baseDir}/references/examples.md for detailed guidance and cases on result integration.
Version History
| Version | Date | Changes |
|---|---|---|
| 2.1.0 | 2026-01-11 | Optimized description field to be more concise and comply with imperative language specifications; added allowed-tools (Read) and model (opus) fields; optimized descriptions of functionality, use cases, integration principles, core steps, input requirements, output format, and integration requirements to comply with imperative language specifications; added constraints, examples, and detailed documentation sections. |
| 2.0.0 | 2026-01-11 | Refactored according to official specifications |
| 1.0.0 | 2026-01-10 | Initial version |
© VanGong1999, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file (references) in english-version/category/result-processing/result-integrator of VanGong1999/screen-creative-skills.
- SKILL.md
- references/examples.md
Open the folder on GitHubat commit 6ced54f
Compare with similar skills
Result Integrator next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Result Integrator this skillVanGong1999/screen-creative-skills | 446 | — | ~1.3k | Automated safety check: Pass | MIT | |
| Programmatic Agentsswyxio/skills | 176 | — | ~2.2k | Automated safety check: Pass | MIT | |
| Add AI Webapimicrosoft/power-platform-skills | 984 | — | ~13k | Automated safety check: Notes | MIT | |
| Bio Proteomics Differential AbundanceGPTomics/bioSkills | 1.2k | 1 repos | ~5.7k | Automated safety check: Pass | MIT | |
| News Aggregator Skillcclank/news-aggregator-skill | 1.3k | — | ~2.1k | Automated safety check: Pass | None | |
| AI Daily Newsgeekjourneyx/ai-daily-skill | 235 | — | ~2.3k | Automated safety check: Pass | None |
Similar skills
- Official
Add AI Webapi
microsoft/power-platform-skills
Integrates Power Pages generative-AI summarization APIs (PREVIEW) into a Single Page Application (SPA) site — the Search Summary API and the Data Summarization API — on any record-detail or list page.
Bio Proteomics Differential Abundance
GPTomics/bioSkills
Tests for differentially abundant proteins between conditions with limma/DEqMS empirical-Bayes moderation, proDA/msqrob2/MSstats missingness modeling, and Python Welch+BH alternatives.
News Aggregator Skill
cclank/news-aggregator-skill
Comprehensive news aggregator that fetches, filters, and deeply analyzes real-time content from 44+ sources including Hacker News, Lobsters, Dev.to, GitHub, arXiv, Hugging Face Papers, AIHOT, TLDR…
AI Daily News
geekjourneyx/ai-daily-skill
Fetches AI news from smol.ai RSS and generates structured markdown with intelligent summarization and categorization.
Vss Search Archive
NVIDIA-AI-Blueprints/video-search-and-summarization
A skill your agent uses when a user wants to search archived VSS video that is already registered in a configured deployment — by natural-language, similarity, attribute, object-ID, or lexical tag…
More from VanGong1999/screen-creative-skills
All 62 skills in this repoDrama Creator
VanGong1999/screen-creative-skills
Create vertical short drama scripts covering macro construction, episode writing, precise optimization, and creative ideation using Emotional Spring Theory.
Drama Workflow
VanGong1999/screen-creative-skills
Orchestrate the full plot-point dramatic function analysis pipeline — text preprocessing, parallel segment analysis, result integration, and report generation — for long-form story content.
Novel Evaluator
VanGong1999/screen-creative-skills
Evaluate and score story text across market potential, innovation attributes, and content highlights dimensions, producing structured scoring reports with development recommendations.
Script Evaluator
VanGong1999/screen-creative-skills
Evaluate film and TV scripts across ideological, artistic, and entertainment value dimensions, producing structured scoring reports with follow-up recommendations.
Story Five Elements
VanGong1999/screen-creative-skills
Analyze five core story elements — genre type, story summary, character biographies, character relationships, and major plot points — producing a structured comprehensive report with optional mind…
Character Profile
VanGong1999/screen-creative-skills
基于故事文本分析人物特征，生成详细的人物小传。适用于深度理解故事人物设定、为演员塑造角色提供参考、为剧本创作建立人物档案
Related
Categories
Questions about Result Integrator
What does Result Integrator do?
Integrate multiple plot point analysis results into comprehensive reports, generating high-quality analysis through deduplication, classification, sorting, and summarization. Result Integrator is an agent skill from VanGong1999/screen-creative-skills. Integrate multiple plot point analysis results into comprehensive reports, generating high-quality analysis through deduplication, classification, sorting, and summarization.
When should I use Result Integrator?
Result Integrator fits situations like: tasks that involve Data cleaning; tasks that involve Summarization.
How do I install Result Integrator in Claude Code?
Run `npx skills add VanGong1999/screen-creative-skills --skill result-integrator -a claude-code`. Or copy the skill folder (english-version/category/result-processing/result-integrator in VanGong1999/screen-creative-skills) into .claude/skills/result-integrator in your project. Claude Code loads it when a task matches its description.
How do I install Result Integrator in Codex?
Run `npx skills add VanGong1999/screen-creative-skills --skill result-integrator -a codex`. Or copy the skill folder (english-version/category/result-processing/result-integrator in VanGong1999/screen-creative-skills) into .agents/skills/result-integrator in your project. Codex loads it when a task matches its description.
Can I use Result Integrator in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add VanGong1999/screen-creative-skills --skill result-integrator -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/result-integrator, .gemini/skills/result-integrator, .github/skills/result-integrator and .opencode/skills/result-integrator in your project.
What does Result Integrator need to run?
SKILL.md names no scripts, command-line tools or credentials: Result Integrator is instructions for the agent only. Its frontmatter pre-approves these tools: Read. Compatibility (from SKILL.md): Claude Code 1.0+.
Does Result Integrator access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Result Integrator safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Result Integrator use?
Result Integrator is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Result Integrator use?
About 1.3k tokens (SKILL.md is roughly 5.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.8k tokens, read only when the agent opens those files.
What are the alternatives to Result Integrator?
Skills that share tags, products or a category with Result Integrator: Programmatic Agents (swyxio/skills, 176 stars), Add AI Webapi (microsoft/power-platform-skills, 984 stars), Bio Proteomics Differential Abundance (GPTomics/bioSkills, 1.2k stars) and News Aggregator Skill (cclank/news-aggregator-skill, 1.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Result Integrator?
VanGong1999 (a GitHub user) maintains it in VanGong1999/screen-creative-skills, which has 446 GitHub stars. The repository holds 62 skills in this directory. The repository was last updated on May 26, 2026.
Source: VanGong1999/screen-creative-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.