Agent skill

Issue Intelligence Analyst

by udecode in udecode/plate

Fetches and analyzes GitHub issues to surface recurring themes, pain patterns, and severity trends.

Custom licenceAuto-check passedAgent Workflows

Install Issue Intelligence Analyst

skills CLI
$ npx skills add udecode/plate --skill issue-intelligence-analyst -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install udecode/plate issue-intelligence-analyst --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/udecode/plate.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/issue-intelligence-analyst .claude/skills/issue-intelligence-analyst && rm -rf skills-src

Use ~/.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/

Facts

Skill name
issue-intelligence-analyst
GitHub stars
17k
Token cost
~3.9k tokens
SKILL.md length
2,004 words
Files
1
Skills in repo
78
Repo updated
First seen
Licence
Custom licence

At a glance

Fetches and analyzes GitHub issues to surface recurring themes, pain patterns, and severity trends.

  • Works in 6 steps: Precondition Checks → Fetch Issues (Token-Efficient) → Cluster by Theme → …
  • Understanding a projects issue landscape
  • SKILL.md covers Methodology, Output Format, Tool Guidance and Integration Points
  • Calls gh, python3 and git

What it does

Issue Intelligence Analyst is an agent skill from udecode/plate. Fetches and analyzes GitHub issues to surface recurring themes, pain patterns, and severity trends. Use when understanding a project's issue landscape, analyzing bug patterns for ideation, or summarizing what users are reporting.

Its SKILL.md is about 3.9k 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 Agent Workflows, covering Brainstorming and Issue triage. It works with GitHub. The repository describes itself as: Rich-text editor with AI and shadcn/ui.

When your agent uses it

  • Understanding a projects issue landscape
  • Analyzing bug patterns for ideation
  • Summarizing what users are reporting

Example prompts

  • “Use the issue-intelligence-analyst skill to fetch and analyzes GitHub issues to surface recurring themes, pain patterns, and severity trends”
  • “/issue-intelligence-analyst”

Workflow steps

6 steps, taken from the step headings in SKILL.md.

  1. Precondition Checks
  2. Fetch Issues (Token-Efficient)
  3. Cluster by Theme
  4. Selective Full Body Reads (Only When Needed)
  5. Synthesize Themes
  6. Handle Edge Cases

What it can do on your machine

Read from SKILL.md and the folder at commit a860762. 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

    Shell commands in SKILL.md call:

    • gh
    • python3
    • git
    • node
    • ruby
    • jq

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md. Its commands use gh and git, which can reach the network depending on how they are called.

    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

Issue Intelligence Analyst loads about 3.9k tokens when it runs. Until then it costs about 64 tokens; SKILL.md has 2,004 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~64
When it runs · the whole SKILL.md, loaded when a task matches
~3.9k

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

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 2,004 words (~3,929 tokens).

“Context: User wants to understand what problems their users are hitting before ideating on improvements. user: "What are the main themes in our open issues right now?" assistant: "I'll use the issue-intelligence-analyst agent to fetch and cluster your GitHub issues…”

— opening of SKILL.md by udecode, Custom licence
name
issue-intelligence-analyst
model
inherit

Read the full SKILL.md on GitHub

Files

Just SKILL.md in .agents/skills/issue-intelligence-analyst of udecode/plate.

Open the folder on GitHubat commit a860762

Compare with similar skills

Issue Intelligence Analyst 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.

Issue Intelligence Analyst compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Issue Intelligence Analyst this skilludecode/plate17k—~3.9kAutomated safety check: PassCustom licence
Context Mode Opsmksglu/context-mode26k—~6kAutomated safety check: PassCustom licence
Setup Matt Pocock Skillsywwynm/EverythingDone1449 repos~1.7kAutomated safety check: PassGPL-3.0
Open Source Maintainernumman-ali/n-skills1.1k—~1.8kAutomated safety check: PassApache-2.0
Next Idea Ideation Loopbreaking-brake/cc-wf-studio5.4k—~1kAutomated safety check: PassCustom licence
Octocode Brainstormingbgauryy/octocode946—~1.3kAutomated safety check: PassMIT

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Works with

Categories

Questions about Issue Intelligence Analyst

What does Issue Intelligence Analyst do?

Fetches and analyzes GitHub issues to surface recurring themes, pain patterns, and severity trends. Issue Intelligence Analyst is an agent skill from udecode/plate. Fetches and analyzes GitHub issues to surface recurring themes, pain patterns, and severity trends.

When should I use Issue Intelligence Analyst?

Issue Intelligence Analyst fits situations like: understanding a projects issue landscape; analyzing bug patterns for ideation; summarizing what users are reporting.

How do I install Issue Intelligence Analyst in Claude Code?

Run `npx skills add udecode/plate --skill issue-intelligence-analyst -a claude-code`. Or copy the skill folder (.agents/skills/issue-intelligence-analyst in udecode/plate) into .claude/skills/issue-intelligence-analyst in your project. Claude Code loads it when a task matches its description.

How do I install Issue Intelligence Analyst in Codex?

Run `npx skills add udecode/plate --skill issue-intelligence-analyst -a codex`. Or copy the skill folder (.agents/skills/issue-intelligence-analyst in udecode/plate) into .agents/skills/issue-intelligence-analyst in your project. Codex loads it when a task matches its description.

Can I use Issue Intelligence Analyst 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 udecode/plate --skill issue-intelligence-analyst -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/issue-intelligence-analyst, .gemini/skills/issue-intelligence-analyst, .github/skills/issue-intelligence-analyst and .opencode/skills/issue-intelligence-analyst in your project.

What does Issue Intelligence Analyst need to run?

Going by SKILL.md and its folder, Issue Intelligence Analyst needs the command-line tools its instructions call (gh, python3, git, node, ruby and jq).

Does Issue Intelligence Analyst access the network?

SKILL.md contains no URLs. Its commands use gh and git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Issue Intelligence Analyst 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 Issue Intelligence Analyst use?

Issue Intelligence Analyst has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Issue Intelligence Analyst use?

About 3.9k tokens (SKILL.md is roughly 16k 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 Issue Intelligence Analyst?

Skills that share tags, products or a category with Issue Intelligence Analyst: Context Mode Ops (mksglu/context-mode, 26k stars), Setup Matt Pocock Skills (ywwynm/EverythingDone, 144 stars), Open Source Maintainer (numman-ali/n-skills, 1.1k stars) and Next Idea Ideation Loop (breaking-brake/cc-wf-studio, 5.4k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Issue Intelligence Analyst?

udecode (a GitHub organization) maintains it in udecode/plate, which has 16,638 GitHub stars. The repository holds 78 skills in this directory. The repository was last updated on October 7, 2026.

Source: udecode/plate on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.