Agent skill

Ljt Repo Architect

by x554960766 in x554960766/wechat-mp-tools

Produce a repository architecture analysis and staged learning guide.

Custom licenceAuto-check passedDevelopment

Install Ljt Repo Architect

skills CLI
$ npx skills add x554960766/wechat-mp-tools --skill ljt-repo-architect -a claude-code

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

GitHub CLI
$ gh skill install x554960766/wechat-mp-tools ljt-repo-architect --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/x554960766/wechat-mp-tools.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/ljt-repo-architect .claude/skills/ljt-repo-architect && 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
ljt-repo-architect
GitHub stars
179
Token cost
~933 tokens
SKILL.md length
414 words
Files
6 (incl. scripts, references)
Skills in repo
1
Repo updated
First seen
Licence
Custom licence

At a glance

Produce a repository architecture analysis and staged learning guide.

  • Works in 6 steps: Inventory → Entry-point and runtime tracing → Module and interface mapping → …
  • You need to understand an unfamiliar codebases structure
  • SKILL.md covers Workflow and Output
  • Runs Python scripts from its folder; calls git

What it does

Ljt Repo Architect is an agent skill from x554960766/wechat-mp-tools. Produce a repository architecture analysis and staged learning guide. Use when you need to understand an unfamiliar codebase's structure, entry points, module boundaries, and runtime behavior before making changes. Works on any Git-tracked repository.

Its SKILL.md is about 930 tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including scripts and reference files (for example `references/architecture-guide.md`, `references/diagram-patterns.md` and `references/quality-checklist.md`).

It sits in Development, covering Diagrams. It works with Git. The repository describes itself as: 微信公众号文章自动化抓取下载、视频号高清视频解析、抖音全能下载、小红书下载、快手、B站批量下载.

When your agent uses it

  • You need to understand an unfamiliar codebases structure
  • Module boundaries
  • Runtime behavior before making changes

Example prompts

  • “/ljt-repo-architect”

Requirements

  • Python 3

Workflow steps

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

  1. Inventory
  2. Entry-point and runtime tracing
  3. Module and interface mapping
  4. Diagrams
  5. Staged learning guide
  6. Verification

What it can do on your machine

Read from SKILL.md and the folder at commit 74a175a. 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

    Ships 1 file in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • git

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

  • Network

    No URLs in SKILL.md. Its commands use 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

Ljt Repo Architect loads about 933 tokens when it runs, and up to ~2.9k if it reads all its reference files. Until then it costs about 68 tokens; SKILL.md has 414 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~68
When it runs · the whole SKILL.md, loaded when a task matches
~933
With references · SKILL.md plus every file in references/, read only if the agent opens them
~2.9k

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); the scripts in this folder 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 414 words (~933 tokens).

“Analyse a repository's architecture and generate a programmer learning guide in staged detail.”

— opening of SKILL.md by x554960766, Custom licence
name
ljt-repo-architect

Read the full SKILL.md on GitHub

Files

SKILL.md and 5 other files (scripts, references) in skills/ljt-repo-architect of x554960766/wechat-mp-tools.

  • SKILL.md
  • references/architecture-guide.md
  • references/diagram-patterns.md
  • references/quality-checklist.md
  • references/repository-map.md
  • scripts/inventory.py

Open the folder on GitHubat commit 74a175a

Compare with similar skills

Ljt Repo Architect 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.

Ljt Repo Architect compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Ljt Repo Architect this skillx554960766/wechat-mp-tools179—~933Automated safety check: PassCustom licence
Visual Reviewai-dynamo/dynamo8.3k—~4.5kAutomated safety check: PassApache-2.0
Mermaid Diagramsjjmartres/opencode1336 repos~1.9kAutomated safety check: PassMIT
Diagram312362115/claude107—~2.7kAutomated safety check: PassMIT
Miro Code Reviewmiroapp/miro-ai160—~4.8kAutomated safety check: WarnMIT
Map Architectureazalio/map-framework156—~2.2kAutomated safety check: PassMIT

Similar skills

  • Visual Review

    ai-dynamo/dynamo

    Create self-contained interactive HTML code-review dashboards from GitHub or GitLab pull requests, checked-out branch diffs, or supplied unified diffs, with correctness and safe-to-merge scores…

    8.3k GitHub stars~4.5k tokensUpdated today
    DevelopmentAuto-check passed
  • Mermaid Diagrams

    jjmartres/opencode

    Helps an agent pick the right Mermaid diagram type and write the syntax for class, sequence, flow, ER, C4, state and other software diagrams.

    133 GitHub starsUsed in 6 repos~1.9k tokens
    DevelopmentAuto-check passed
  • Diagram

    312362115/claude

    专业图表生成技能:根据需求自动选择合适的图表类型,生成符合设计规范的 PNG 图表. An agent skill from 312362115/claude.

    107 GitHub stars~2.7k tokensUpdated 5 mo ago
    DevelopmentAuto-check passed
  • Miro Code Review

    miroapp/miro-ai

    A skill your agent uses when the user wants to create a visual code review on a Miro board from a pull/merge request (GitHub, GitLab, or any forge), local uncommitted changes, or a branch comparison…

    160 GitHub stars~4.8k tokensUpdated 24 days ago
    DevelopmentAuto-check: warnings
  • Map Architecture

    azalio/map-framework

    Opt-in proactive architecture-deepening report: ranks codebase areas by recent git hotspot and design friction, generates a ranked Markdown+Mermaid candidate report under…

    156 GitHub stars~2.2k tokensUpdated 4 days ago
    DevelopmentAuto-check passed
  • Generates a self-contained HTML diagram of a code change or architecture, with data flow, file groupings and design decisions, and a copy-as-image button for sharing.

    22k GitHub stars~642 tokensUpdated yesterday
    DevelopmentAuto-check passed

Works with

Categories

Questions about Ljt Repo Architect

What does Ljt Repo Architect do?

Produce a repository architecture analysis and staged learning guide. Ljt Repo Architect is an agent skill from x554960766/wechat-mp-tools. Produce a repository architecture analysis and staged learning guide.

When should I use Ljt Repo Architect?

Ljt Repo Architect fits situations like: you need to understand an unfamiliar codebases structure; module boundaries; runtime behavior before making changes.

How do I install Ljt Repo Architect in Claude Code?

Run `npx skills add x554960766/wechat-mp-tools --skill ljt-repo-architect -a claude-code`. Or copy the skill folder (skills/ljt-repo-architect in x554960766/wechat-mp-tools) into .claude/skills/ljt-repo-architect in your project. Claude Code loads it when a task matches its description.

How do I install Ljt Repo Architect in Codex?

Run `npx skills add x554960766/wechat-mp-tools --skill ljt-repo-architect -a codex`. Or copy the skill folder (skills/ljt-repo-architect in x554960766/wechat-mp-tools) into .agents/skills/ljt-repo-architect in your project. Codex loads it when a task matches its description.

Can I use Ljt Repo Architect 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 x554960766/wechat-mp-tools --skill ljt-repo-architect -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ljt-repo-architect, .gemini/skills/ljt-repo-architect, .github/skills/ljt-repo-architect and .opencode/skills/ljt-repo-architect in your project.

What does Ljt Repo Architect need to run?

Going by SKILL.md and its folder, Ljt Repo Architect needs Python for the scripts in its folder and the command-line tools its instructions call (git). Our summary lists: Python 3.

Does Ljt Repo Architect access the network?

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

Is Ljt Repo Architect 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Ljt Repo Architect use?

Ljt Repo Architect 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 Ljt Repo Architect use?

About 933 tokens (SKILL.md is roughly 3.7k 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 2k tokens, read only when the agent opens those files.

What are the alternatives to Ljt Repo Architect?

Skills that share tags, products or a category with Ljt Repo Architect: Visual Review (ai-dynamo/dynamo, 8.3k stars), Mermaid Diagrams (jjmartres/opencode, 133 stars), Diagram (312362115/claude, 107 stars) and Miro Code Review (miroapp/miro-ai, 160 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Ljt Repo Architect?

x554960766 (a GitHub user) maintains it in x554960766/wechat-mp-tools, which has 179 GitHub stars. The repository was last updated on October 10, 2026.

Source: x554960766/wechat-mp-tools on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.