Entity Extraction
NxcoreAI/EverRoom
Extract searchable entities and a concise summary from a document for EverRoom knowledge routing.
Scan context files to extract entities and relationships into the memory system.
Custom licenceAuto-check passed
Install Map Connections
$ npx skills add kbanc85/claudia --skill map-connections -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install kbanc85/claudia map-connections --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/kbanc85/claudia.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/claudia/skills/map-connections .claude/skills/map-connections && 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 "map-connections" agent skill from https://github.com/kbanc85/claudia/tree/main/plugins/claudia/skills/map-connections into .claude/skills/map-connections/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "map-connections", 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/kbanc85/claudia/tree/main/plugins/claudia/skills/map-connectionsType 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 kbanc85/claudia --skill map-connections -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install kbanc85/claudia map-connections --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/kbanc85/claudia.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/claudia/skills/map-connections .agents/skills/map-connections && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "map-connections" agent skill from https://github.com/kbanc85/claudia/tree/main/plugins/claudia/skills/map-connections into .agents/skills/map-connections/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "map-connections", 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 kbanc85/claudia --skill map-connections -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install kbanc85/claudia map-connections --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/kbanc85/claudia.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/claudia/skills/map-connections .cursor/skills/map-connections && 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 "map-connections" agent skill from https://github.com/kbanc85/claudia/tree/main/plugins/claudia/skills/map-connections into .cursor/skills/map-connections/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "map-connections", 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/kbanc85/claudia.git --path plugins/claudia/skills/map-connections--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 kbanc85/claudia --skill map-connections -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install kbanc85/claudia map-connections --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/kbanc85/claudia.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/claudia/skills/map-connections .gemini/skills/map-connections && 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 "map-connections" agent skill from https://github.com/kbanc85/claudia/tree/main/plugins/claudia/skills/map-connections into .gemini/skills/map-connections/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "map-connections", 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 kbanc85/claudia map-connectionsInstalls 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 kbanc85/claudia --skill map-connections -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/kbanc85/claudia.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/claudia/skills/map-connections .github/skills/map-connections && 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 "map-connections" agent skill from https://github.com/kbanc85/claudia/tree/main/plugins/claudia/skills/map-connections into .github/skills/map-connections/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "map-connections", 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 kbanc85/claudia --skill map-connections -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install kbanc85/claudia map-connections --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/kbanc85/claudia.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/claudia/skills/map-connections .opencode/skills/map-connections && 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 "map-connections" agent skill from https://github.com/kbanc85/claudia/tree/main/plugins/claudia/skills/map-connections into .opencode/skills/map-connections/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "map-connections", 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
map-connections- GitHub stars
- 296
- Token cost
- ~1.9k tokens
- SKILL.md length
- 664 words
- Files
- 1
- Skills in repo
- 37
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Scan context files to extract entities and relationships into the memory system.
- Works in 6 steps: Gather Files → Extract Entities from Each File → Extract Relationships → …
- Map my connections
- SKILL.md covers Usage, Trigger Words, Workflow and Relationship Type Reference, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Map Connections is an agent skill from kbanc85/claudia. Scan context files to extract entities and relationships into the memory system. Triggers on "who knows who?", "network graph", "map my connections", "extract relationships". See also: brain for graph visualization once relationships are extracted.
Its SKILL.md is about 1.9k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: Terminal-based AI chief of staff. Remembers relationships, tracks commitments, helps you think strategically. Runs on Claude Code.
When your agent uses it
- Map my connections
- Extract relationships
Example prompts
- “who knows who?”
- “network graph”
- “map my connections”
- “/map-connections”
Workflow steps
6 steps, taken from the step headings in SKILL.md.
- Gather Files
- Extract Entities from Each File
- Extract Relationships
- Deduplicate and Resolve
- Store in Memory
- Report Results
What it can do on your machine
Read from SKILL.md and the folder at commit eb63cec. 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 (its code samples are bash and markdown).
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
Map Connections loads about 1.9k tokens when it runs. Until then it costs about 67 tokens; SKILL.md has 664 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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 664 words (~1,943 tokens).
“Scan context files to extract entities, relationships, and build a connection graph. This command populates the memory system with structured relationship data from markdown files.”
- name
- map-connections
- argument-hint
- [--incremental] [file-path]
- effort-level
- high
Files
Just SKILL.md in plugins/claudia/skills/map-connections of kbanc85/claudia.
Open the folder on GitHubat commit eb63cec
Compare with similar skills
Map Connections 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 |
|---|---|---|---|---|---|---|
| Map Connections this skillkbanc85/claudia | 296 | — | ~1.9k | Automated safety check: Pass | Custom licence | |
| Entity ExtractionNxcoreAI/EverRoom | 3k | — | ~158 | Automated safety check: Pass | Custom licence | |
| Extract Clinical Entities To Fhirmaziyarpanahi/openmed | 5.5k | — | ~940 | Automated safety check: Pass | Apache-2.0 | |
| ConnectComposioHQ/awesome-claude-skills | 77k | 3 repos | ~987 | Automated safety check: Pass | None | |
| Scanwshobson/agents | 40k | — | ~2.2k | Automated safety check: Pass | MIT | |
| Google Maps Contact Extractbrowser-act/skills | 6.1k | — | ~2.9k | Automated safety check: Pass | MIT |
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Questions about Map Connections
What does Map Connections do?
Scan context files to extract entities and relationships into the memory system. Map Connections is an agent skill from kbanc85/claudia. Scan context files to extract entities and relationships into the memory system.
When should I use Map Connections?
Map Connections fits situations like: map my connections; extract relationships.
How do I install Map Connections in Claude Code?
Run `npx skills add kbanc85/claudia --skill map-connections -a claude-code`. Or copy the skill folder (plugins/claudia/skills/map-connections in kbanc85/claudia) into .claude/skills/map-connections in your project. Claude Code loads it when a task matches its description.
How do I install Map Connections in Codex?
Run `npx skills add kbanc85/claudia --skill map-connections -a codex`. Or copy the skill folder (plugins/claudia/skills/map-connections in kbanc85/claudia) into .agents/skills/map-connections in your project. Codex loads it when a task matches its description.
Can I use Map Connections 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 kbanc85/claudia --skill map-connections -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/map-connections, .gemini/skills/map-connections, .github/skills/map-connections and .opencode/skills/map-connections in your project.
What does Map Connections need to run?
SKILL.md names no scripts, command-line tools or credentials: Map Connections is instructions for the agent only.
Does Map Connections 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 Map Connections 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 Map Connections use?
Map Connections 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 Map Connections use?
About 1.9k tokens (SKILL.md is roughly 7.8k 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 Map Connections?
Skills that share tags, products or a category with Map Connections: Entity Extraction (NxcoreAI/EverRoom, 3k stars), Extract Clinical Entities To Fhir (maziyarpanahi/openmed, 5.5k stars), Connect (ComposioHQ/awesome-claude-skills, 77k stars) and Scan (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 Map Connections?
kbanc85 (a GitHub user) maintains it in kbanc85/claudia, which has 296 GitHub stars. The repository holds 37 skills in this directory. The repository was last updated on September 4, 2026.
Source: kbanc85/claudia on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.