LLM Wiki Knowledge Graph
Egonex-AI/Understand-Anything
Detects a Karpathy-pattern LLM wiki and builds an interactive knowledge graph with entities, implicit relationships and topic clusters.
Automatically find relevant context from knowledge graph and code relationships while coding.
Install Code Context Finder
$ npx skills add aiskillstore/marketplace --skill code-context-finder -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aiskillstore/marketplace code-context-finder --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/aiskillstore/marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/89jobrien/code-context-finder .claude/skills/code-context-finder && 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 "code-context-finder" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/89jobrien/code-context-finder into .claude/skills/code-context-finder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-context-finder", 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/aiskillstore/marketplace/tree/main/skills/89jobrien/code-context-finderType 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 aiskillstore/marketplace --skill code-context-finder -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aiskillstore/marketplace code-context-finder --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/89jobrien/code-context-finder .agents/skills/code-context-finder && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "code-context-finder" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/89jobrien/code-context-finder into .agents/skills/code-context-finder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-context-finder", 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 aiskillstore/marketplace --skill code-context-finder -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aiskillstore/marketplace code-context-finder --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/89jobrien/code-context-finder .cursor/skills/code-context-finder && 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 "code-context-finder" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/89jobrien/code-context-finder into .cursor/skills/code-context-finder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-context-finder", 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/aiskillstore/marketplace.git --path skills/89jobrien/code-context-finder--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 aiskillstore/marketplace --skill code-context-finder -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aiskillstore/marketplace code-context-finder --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/89jobrien/code-context-finder .gemini/skills/code-context-finder && 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 "code-context-finder" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/89jobrien/code-context-finder into .gemini/skills/code-context-finder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-context-finder", 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 aiskillstore/marketplace code-context-finderInstalls 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 aiskillstore/marketplace --skill code-context-finder -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/89jobrien/code-context-finder .github/skills/code-context-finder && 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 "code-context-finder" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/89jobrien/code-context-finder into .github/skills/code-context-finder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-context-finder", 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 aiskillstore/marketplace --skill code-context-finder -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aiskillstore/marketplace code-context-finder --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/89jobrien/code-context-finder .opencode/skills/code-context-finder && 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 "code-context-finder" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/89jobrien/code-context-finder into .opencode/skills/code-context-finder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-context-finder", 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
code-context-finder- GitHub stars
- 430
- Used in
- 1 other repo
- Token cost
- ~1.2k tokens
- SKILL.md length
- 367 words
- Files
- 5 (incl. scripts, references)
- Skills in repo
- 1,085
- Repo updated
- First seen
- Licence
- None found
At a glance
Automatically find relevant context from knowledge graph and code relationships while coding.
- Works in 4 steps: Detect Context Need → Search Knowledge Graph → Analyze Code Relationships → …
- Tasks that involve Knowledge graphs
- SKILL.md covers Overview, When to Use (Smart Detection), Core Workflow and Quick Reference, plus 2 more sections
- Runs Python scripts from its folder
What it does
Code Context Finder is an agent skill from aiskillstore/marketplace. Automatically find relevant context from knowledge graph and code relationships while coding. Detects when context would be helpful (new files, unfamiliar code, architectural decisions) and surfaces related entities, prior decisions, and code dependencies.
Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including scripts and reference files (for example `references/detection-triggers.md`, `references/search-patterns.md` and `scripts/find-code-relationships.py`).
It sits in Knowledge Management, covering Knowledge graphs. The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.
When your agent uses it
- Tasks that involve Knowledge graphs
Example prompts
- “/code-context-finder”
Requirements
- Python 3
Workflow steps
4 steps, taken from the step headings in SKILL.md.
- Detect Context Need
- Search Knowledge Graph
- Analyze Code Relationships
- Synthesize Context
What it can do on your machine
Read from SKILL.md and the folder at commit 4ac52da. 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.
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
Code Context Finder loads about 1.2k tokens when it runs, and up to ~3k if it reads all its reference files. Until then it costs about 69 tokens; SKILL.md has 367 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); the scripts in this folder are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 367 words (~1,205 tokens).
“Find and surface relevant context while coding by combining knowledge graph search with code relationship analysis. Uses smart detection to identify when additional context would be helpful, then retrieves:”
- name
- code-context-finder
- author
- Joseph OBrien
- status
- unpublished
- updated
- 2025-12-23
- version
- 1.0.1
- tag
- skill
- type
- skill
Files
SKILL.md and 4 other files (scripts, references) in skills/89jobrien/code-context-finder of aiskillstore/marketplace.
- SKILL.md
- references/detection-triggers.md
- references/search-patterns.md
- scripts/find-code-relationships.py
- skill-report.json
Open the folder on GitHubat commit 4ac52da
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 aiskillstore/marketplace, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Code Context Finder 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 |
|---|---|---|---|---|---|---|
| Code Context Finder this skillaiskillstore/marketplace | 430 | 1 repos | ~1.2k | Automated safety check: Pass | None | |
| LLM Wiki Knowledge GraphEgonex-AI/Understand-Anything | 85k | 1 repos | ~1.5k | Automated safety check: Pass | MIT | |
| Obsidian Canvas BoardsAgriciDaniel/claude-obsidian | 15k | — | ~1.4k | Automated safety check: Pass | MIT | |
| Ontology1mancompany/OneManCompany | 438 | 2 repos | ~1.5k | Automated safety check: Pass | Apache-2.0 | |
| Graphagenticnotetaking/arscontexta | 3.5k | 1 repos | ~4.9k | Automated safety check: Notes | MIT | |
| Knowledge Graphgnomeria/usbtree | 688 | — | ~1.5k | Automated safety check: Pass | MIT |
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Related
Categories
Questions about Code Context Finder
What does Code Context Finder do?
Automatically find relevant context from knowledge graph and code relationships while coding. Code Context Finder is an agent skill from aiskillstore/marketplace. Automatically find relevant context from knowledge graph and code relationships while coding.
When should I use Code Context Finder?
Code Context Finder fits situations like: tasks that involve Knowledge graphs.
How do I install Code Context Finder in Claude Code?
Run `npx skills add aiskillstore/marketplace --skill code-context-finder -a claude-code`. Or copy the skill folder (skills/89jobrien/code-context-finder in aiskillstore/marketplace) into .claude/skills/code-context-finder in your project. Claude Code loads it when a task matches its description.
How do I install Code Context Finder in Codex?
Run `npx skills add aiskillstore/marketplace --skill code-context-finder -a codex`. Or copy the skill folder (skills/89jobrien/code-context-finder in aiskillstore/marketplace) into .agents/skills/code-context-finder in your project. Codex loads it when a task matches its description.
Can I use Code Context Finder 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 aiskillstore/marketplace --skill code-context-finder -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/code-context-finder, .gemini/skills/code-context-finder, .github/skills/code-context-finder and .opencode/skills/code-context-finder in your project.
What does Code Context Finder need to run?
Going by SKILL.md and its folder, Code Context Finder needs Python for the scripts in its folder. Our summary lists: Python 3.
Does Code Context Finder 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 Code Context Finder 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 Code Context Finder use?
No licence was found for Code Context Finder or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Code Context Finder use?
About 1.2k tokens (SKILL.md is roughly 4.8k 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 Code Context Finder?
Skills that share tags, products or a category with Code Context Finder: LLM Wiki Knowledge Graph (Egonex-AI/Understand-Anything, 85k stars), Obsidian Canvas Boards (AgriciDaniel/claude-obsidian, 15k stars), Ontology (1mancompany/OneManCompany, 438 stars) and Graph (agenticnotetaking/arscontexta, 3.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Code Context Finder?
aiskillstore (a GitHub organization) maintains it in aiskillstore/marketplace, which has 430 GitHub stars. The repository holds 1,085 skills in this directory. The repository was last updated on October 7, 2026.
Source: aiskillstore/marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.