Adapting Transfer Learning Models
jeremylongshore/tons-of-skills-marketplace
Build this skill automates the adaptation of pre-trained machine learning models using transfer learning techniques.
Agent skill
Ieee Transactions On Pattern Analysis And Machine Intelligence
A skill your agent uses when targeting IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) or deciding whether a computer vision or machine learning manuscript fits this archival…
Install Ieee Transactions On Pattern Analysis And Machine Intelligence
$ npx skills add franklee16/academic-research-skills --skill ieee-transactions-on-pattern-analysis-and-machine-intelligence -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills ieee-transactions-on-pattern-analysis-and-machine-intelligence --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/franklee16/academic-research-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Awesome-Journal-Skills-main/English-NaturalScience-Journal-Skills/skills/ieee-transactions-on-pattern-analysis-and-machine-intelligence .claude/skills/ieee-transactions-on-pattern-analysis-and-machine-intelligence && 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 "ieee-transactions-on-pattern-analysis-and-machine-intelligence" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/English-NaturalScience-Journal-Skills/skills/ieee-transactions-on-pattern-analysis-and-machine-intelligence into .claude/skills/ieee-transactions-on-pattern-analysis-and-machine-intelligence/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ieee-transactions-on-pattern-analysis-and-machine-intelligence", 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/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/English-NaturalScience-Journal-Skills/skills/ieee-transactions-on-pattern-analysis-and-machine-intelligenceType 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 franklee16/academic-research-skills --skill ieee-transactions-on-pattern-analysis-and-machine-intelligence -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills ieee-transactions-on-pattern-analysis-and-machine-intelligence --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Awesome-Journal-Skills-main/English-NaturalScience-Journal-Skills/skills/ieee-transactions-on-pattern-analysis-and-machine-intelligence .agents/skills/ieee-transactions-on-pattern-analysis-and-machine-intelligence && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ieee-transactions-on-pattern-analysis-and-machine-intelligence" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/English-NaturalScience-Journal-Skills/skills/ieee-transactions-on-pattern-analysis-and-machine-intelligence into .agents/skills/ieee-transactions-on-pattern-analysis-and-machine-intelligence/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ieee-transactions-on-pattern-analysis-and-machine-intelligence", 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 franklee16/academic-research-skills --skill ieee-transactions-on-pattern-analysis-and-machine-intelligence -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills ieee-transactions-on-pattern-analysis-and-machine-intelligence --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Awesome-Journal-Skills-main/English-NaturalScience-Journal-Skills/skills/ieee-transactions-on-pattern-analysis-and-machine-intelligence .cursor/skills/ieee-transactions-on-pattern-analysis-and-machine-intelligence && 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 "ieee-transactions-on-pattern-analysis-and-machine-intelligence" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/English-NaturalScience-Journal-Skills/skills/ieee-transactions-on-pattern-analysis-and-machine-intelligence into .cursor/skills/ieee-transactions-on-pattern-analysis-and-machine-intelligence/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ieee-transactions-on-pattern-analysis-and-machine-intelligence", 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/franklee16/academic-research-skills.git --path Awesome-Journal-Skills-main/English-NaturalScience-Journal-Skills/skills/ieee-transactions-on-pattern-analysis-and-machine-intelligence--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 franklee16/academic-research-skills --skill ieee-transactions-on-pattern-analysis-and-machine-intelligence -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills ieee-transactions-on-pattern-analysis-and-machine-intelligence --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Awesome-Journal-Skills-main/English-NaturalScience-Journal-Skills/skills/ieee-transactions-on-pattern-analysis-and-machine-intelligence .gemini/skills/ieee-transactions-on-pattern-analysis-and-machine-intelligence && 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 "ieee-transactions-on-pattern-analysis-and-machine-intelligence" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/English-NaturalScience-Journal-Skills/skills/ieee-transactions-on-pattern-analysis-and-machine-intelligence into .gemini/skills/ieee-transactions-on-pattern-analysis-and-machine-intelligence/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ieee-transactions-on-pattern-analysis-and-machine-intelligence", 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 franklee16/academic-research-skills ieee-transactions-on-pattern-analysis-and-machine-intelligenceInstalls 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 franklee16/academic-research-skills --skill ieee-transactions-on-pattern-analysis-and-machine-intelligence -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/Awesome-Journal-Skills-main/English-NaturalScience-Journal-Skills/skills/ieee-transactions-on-pattern-analysis-and-machine-intelligence .github/skills/ieee-transactions-on-pattern-analysis-and-machine-intelligence && 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 "ieee-transactions-on-pattern-analysis-and-machine-intelligence" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/English-NaturalScience-Journal-Skills/skills/ieee-transactions-on-pattern-analysis-and-machine-intelligence into .github/skills/ieee-transactions-on-pattern-analysis-and-machine-intelligence/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ieee-transactions-on-pattern-analysis-and-machine-intelligence", 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 franklee16/academic-research-skills --skill ieee-transactions-on-pattern-analysis-and-machine-intelligence -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install franklee16/academic-research-skills ieee-transactions-on-pattern-analysis-and-machine-intelligence --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Awesome-Journal-Skills-main/English-NaturalScience-Journal-Skills/skills/ieee-transactions-on-pattern-analysis-and-machine-intelligence .opencode/skills/ieee-transactions-on-pattern-analysis-and-machine-intelligence && 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 "ieee-transactions-on-pattern-analysis-and-machine-intelligence" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/English-NaturalScience-Journal-Skills/skills/ieee-transactions-on-pattern-analysis-and-machine-intelligence into .opencode/skills/ieee-transactions-on-pattern-analysis-and-machine-intelligence/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ieee-transactions-on-pattern-analysis-and-machine-intelligence", 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
ieee-transactions-on-pattern-analysis-and-machine-intelligence- GitHub stars
- 223
- Used in
- 1 other repo
- Token cost
- ~2k tokens
- SKILL.md length
- 877 words
- Files
- 1
- Skills in repo
- 1,617
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses when targeting IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) or deciding whether a computer vision or machine learning manuscript fits this archival…
- Targeting IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
- SKILL.md covers Journal positioning, When to trigger, Scope & topic fit and Method & evidence bar, plus 6 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Deciding whether a computer vision
What it does
Ieee Transactions On Pattern Analysis And Machine Intelligence is an agent skill from franklee16/academic-research-skills. Use when targeting IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) or deciding whether a computer vision or machine learning manuscript fits this archival IEEE venue. Encodes the journal's fit, framing, method-and-evidence bar, house style, official-submission re-check, and desk-reject heuristics.
Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in AI & LLM Engineering, covering Computer vision and Machine learning. The repository describes itself as: Comprehensive collection of Claude Code skills for academic research in economics, finance, and social sciences.
When your agent uses it
- Targeting IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
- Deciding whether a computer vision
- Machine learning manuscript fits this archival IEEE venue
Example prompts
- “/ieee-transactions-on-pattern-analysis-and-machine-intelligence”
What it can do on your machine
Read from SKILL.md and the folder at commit 9a4b2db. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
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.
Context cost
Ieee Transactions On Pattern Analysis And Machine Intelligence loads about 2k tokens when it runs. Until then it costs about 96 tokens; SKILL.md has 877 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 877 words (~2,001 tokens).
“IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) is the IEEE Computer Society's flagship archival journal for computer vision, pattern recognition, and machine learning methods. It is a journal — not a conference proceeding — and its culture reflects…”
- name
- ieee-transactions-on-pattern-analysis-and-machine-intelligence
Files
Just SKILL.md in Awesome-Journal-Skills-main/English-NaturalScience-Journal-Skills/skills/ieee-transactions-on-pattern-analysis-and-machine-intelligence of franklee16/academic-research-skills.
Open the folder on GitHubat commit 9a4b2db
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in franklee16/academic-research-skills, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Ieee Transactions On Pattern Analysis And Machine Intelligence 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 |
|---|---|---|---|---|---|---|
| Ieee Transactions On Pattern Analysis And Machine Intelligence this skillfranklee16/academic-research-skills | 223 | 1 repos | ~2k | Automated safety check: Pass | None | |
| Adapting Transfer Learning Modelsjeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1.1k | Automated safety check: Pass | MIT | |
| ML Cv Specialistalirezarezvani/claude-cto-team | 117 | — | ~3.1k | Automated safety check: Pass | MIT | |
| RuView Model Trainingruvnet/RuView | 97k | — | ~1.3k | Automated safety check: Notes | MIT | |
| Vision Sftwshobson/agents | 40k | — | ~2k | Automated safety check: Pass | MIT | |
| Transformersynulihao/AgentSkillOS | 618 | — | ~2.9k | Automated safety check: Pass | None |
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Port a published computer vision paper's official code and training recipe onto a customer's own dataset, or diagnose why such a transfer produced bad numbers.
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Related
Categories
Questions about Ieee Transactions On Pattern Analysis And Machine Intelligence
What does Ieee Transactions On Pattern Analysis And Machine Intelligence do?
A skill your agent uses when targeting IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) or deciding whether a computer vision or machine learning manuscript fits this archival…. Ieee Transactions On Pattern Analysis And Machine Intelligence is an agent skill from franklee16/academic-research-skills. Use when targeting IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) or deciding whether a computer vision or machine learning manuscript fits this archival IEEE venue.
When should I use Ieee Transactions On Pattern Analysis And Machine Intelligence?
Ieee Transactions On Pattern Analysis And Machine Intelligence fits situations like: targeting IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI); deciding whether a computer vision; machine learning manuscript fits this archival IEEE venue.
How do I install Ieee Transactions On Pattern Analysis And Machine Intelligence in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill ieee-transactions-on-pattern-analysis-and-machine-intelligence -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/English-NaturalScience-Journal-Skills/skills/ieee-transactions-on-pattern-analysis-and-machine-intelligence in franklee16/academic-research-skills) into .claude/skills/ieee-transactions-on-pattern-analysis-and-machine-intelligence in your project. Claude Code loads it when a task matches its description.
How do I install Ieee Transactions On Pattern Analysis And Machine Intelligence in Codex?
Run `npx skills add franklee16/academic-research-skills --skill ieee-transactions-on-pattern-analysis-and-machine-intelligence -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/English-NaturalScience-Journal-Skills/skills/ieee-transactions-on-pattern-analysis-and-machine-intelligence in franklee16/academic-research-skills) into .agents/skills/ieee-transactions-on-pattern-analysis-and-machine-intelligence in your project. Codex loads it when a task matches its description.
Can I use Ieee Transactions On Pattern Analysis And Machine Intelligence 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 franklee16/academic-research-skills --skill ieee-transactions-on-pattern-analysis-and-machine-intelligence -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ieee-transactions-on-pattern-analysis-and-machine-intelligence, .gemini/skills/ieee-transactions-on-pattern-analysis-and-machine-intelligence, .github/skills/ieee-transactions-on-pattern-analysis-and-machine-intelligence and .opencode/skills/ieee-transactions-on-pattern-analysis-and-machine-intelligence in your project.
What does Ieee Transactions On Pattern Analysis And Machine Intelligence need to run?
SKILL.md names no scripts, command-line tools or credentials: Ieee Transactions On Pattern Analysis And Machine Intelligence is instructions for the agent only.
Does Ieee Transactions On Pattern Analysis And Machine Intelligence 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 Ieee Transactions On Pattern Analysis And Machine Intelligence 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 Ieee Transactions On Pattern Analysis And Machine Intelligence use?
No licence was found for Ieee Transactions On Pattern Analysis And Machine Intelligence or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Ieee Transactions On Pattern Analysis And Machine Intelligence use?
About 2k tokens (SKILL.md is roughly 8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Ieee Transactions On Pattern Analysis And Machine Intelligence?
Skills that share tags, products or a category with Ieee Transactions On Pattern Analysis And Machine Intelligence: Adapting Transfer Learning Models (jeremylongshore/tons-of-skills-marketplace, 2.8k stars), ML Cv Specialist (alirezarezvani/claude-cto-team, 117 stars), RuView Model Training (ruvnet/RuView, 97k stars) and Vision Sft (wshobson/agents, 40k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Ieee Transactions On Pattern Analysis And Machine Intelligence?
franklee16 (a GitHub user) maintains it in franklee16/academic-research-skills, which has 223 GitHub stars. The repository holds 1,617 skills in this directory. The repository was last updated on September 18, 2026.
Source: franklee16/academic-research-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.