Explorer
supabase/supabase
Build and modify Studio Explorer surfaces, including notebooks, chats, SQL snippets, query cells, and their shared toolbar patterns.
A skill your agent uses when a problem under exploration needs its surrounding system context identified before design begins — Existing systems, Integrations, Ownership, and External dependencies.
$ npx skills add jabrena/plinth --skill 024-context-mapping -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jabrena/plinth 024-context-mapping --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/jabrena/plinth.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/024-context-mapping .claude/skills/024-context-mapping && 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 "024-context-mapping" agent skill from https://github.com/jabrena/plinth/tree/main/skills/024-context-mapping into .claude/skills/024-context-mapping/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "024-context-mapping", 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/jabrena/plinth/tree/main/skills/024-context-mappingType 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 jabrena/plinth --skill 024-context-mapping -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jabrena/plinth 024-context-mapping --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jabrena/plinth.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/024-context-mapping .agents/skills/024-context-mapping && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "024-context-mapping" agent skill from https://github.com/jabrena/plinth/tree/main/skills/024-context-mapping into .agents/skills/024-context-mapping/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "024-context-mapping", 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 jabrena/plinth --skill 024-context-mapping -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jabrena/plinth 024-context-mapping --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jabrena/plinth.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/024-context-mapping .cursor/skills/024-context-mapping && 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 "024-context-mapping" agent skill from https://github.com/jabrena/plinth/tree/main/skills/024-context-mapping into .cursor/skills/024-context-mapping/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "024-context-mapping", 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/jabrena/plinth.git --path skills/024-context-mapping--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 jabrena/plinth --skill 024-context-mapping -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jabrena/plinth 024-context-mapping --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jabrena/plinth.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/024-context-mapping .gemini/skills/024-context-mapping && 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 "024-context-mapping" agent skill from https://github.com/jabrena/plinth/tree/main/skills/024-context-mapping into .gemini/skills/024-context-mapping/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "024-context-mapping", 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 jabrena/plinth 024-context-mappingInstalls 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 jabrena/plinth --skill 024-context-mapping -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jabrena/plinth.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/024-context-mapping .github/skills/024-context-mapping && 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 "024-context-mapping" agent skill from https://github.com/jabrena/plinth/tree/main/skills/024-context-mapping into .github/skills/024-context-mapping/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "024-context-mapping", 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 jabrena/plinth --skill 024-context-mapping -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jabrena/plinth 024-context-mapping --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jabrena/plinth.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/024-context-mapping .opencode/skills/024-context-mapping && 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 "024-context-mapping" agent skill from https://github.com/jabrena/plinth/tree/main/skills/024-context-mapping into .opencode/skills/024-context-mapping/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "024-context-mapping", 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.
024-context-mappingA skill your agent uses when a problem under exploration needs its surrounding system context identified before design begins — Existing systems, Integrations, Ownership, and External dependencies.
024 Context Mapping is an agent skill from jabrena/plinth. Use when a problem under exploration needs its surrounding system context identified before design begins — Existing systems, Integrations, Ownership, and External dependencies. This should trigger when an issue's Context Mapping point of view needs evaluation, or when a maintainer directly asks to map the systems, integrations, owners, and external dependencies relevant to a problem. Part of Plinth Toolkit
Its SKILL.md is about 860 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/024-context-mapping.md`).
The repository describes itself as: Plinth is an AI-native engineering toolkit for modern Java enterprise SDLC, built around reusable Commands, Agents, Skills, and MCP Servers. The licence is Apache-2.0.
Read from SKILL.md and the folder at commit dca88dc. It shows what the files ask for, not the result of running them.
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.
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.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
024 Context Mapping loads about 862 tokens when it runs, and up to ~2.4k if it reads all its reference files. Until then it costs about 108 tokens; SKILL.md has 374 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.
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.
The full file from jabrena/plinth at commit dca88dc, republished under its Apache-2.0 licence (© jabrena). 374 words, ~862 tokens.
.claude/skills/024-context-mapping/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Guide identification of Existing systems, Integrations, Ownership, and External dependencies relevant to a problem under exploration. This is an interactive SKILL.
What is covered in this Skill?
025-quality-attribute-discovery and the remaining Functional Specification lensesMap the surrounding context before any design decision assumes a system boundary. When this technique is orchestrated by another workflow, the orchestrator owns clarifying-question sequencing; when applied standalone, ask directly.
references/024-context-mapping.md before applying Context Mapping guidanceRead references/024-context-mapping.md, then review the problem frame for systems already implicated by the problem.
List existing systems that already touch the problem area, including systems that are affected but not expected to change.
Identify integrations and data flows between the identified systems.
Name an owning team or role for each identified system or integration when known.
Identify third-party services, other teams, or contracts outside the team's direct control that the problem or its resolution depends on.
Report Existing systems, Integrations, Ownership, and External dependencies, and flag any item left open pending a clarifying answer.
For detailed guidance, examples, and constraints, see references/024-context-mapping.md.
© jabrena, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 1 other file (references) in skills/024-context-mapping of jabrena/plinth.
Open the folder on GitHubat commit dca88dc
024 Context Mapping 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 |
|---|---|---|---|---|---|---|
| 024 Context Mapping this skilljabrena/plinth | 446 | — | ~862 | Automated safety check: Pass | Apache-2.0 | |
| Explorersupabase/supabase | 111k | — | ~845 | Automated safety check: Pass | Apache-2.0 | |
| Token Mapnexu-io/open-design | 100k | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | |
| Smart Explore Code Searchthedotmack/claude-mem | 98k | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| Maps Geographyasgeirtj/system_prompts_leaks | 69k | — | ~717 | Automated safety check: Pass | CC0-1.0 | |
| Is This A Problemanthropics/claude-for-legal | 9.6k | 2 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 |
supabase/supabase
Build and modify Studio Explorer surfaces, including notebooks, chats, SQL snippets, query cells, and their shared toolbar patterns.
nexu-io/open-design
Map an extracted Figma / source-code token bag onto the active OD design system, producing a deterministic mapping the generate stage can consume.
thedotmack/claude-mem
Explores code structure with tree-sitter AST search tools, getting a ranked symbol map and file outlines before reading full source, to save tokens.
asgeirtj/system_prompts_leaks
Accurate maps from real geo data — use for any map, or whenever geography would make a good graphic for a deliverable
anthropics/claude-for-legal
Fast "is this a problem?" answer for the quick Slack question — pattern-matches against your calibration.
ruvnet/RuView
Map a Homecore capability to reviewed source, tests, ADRs, and limitations.
jabrena/plinth
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A skill your agent uses when a problem under exploration needs its surrounding system context identified before design begins — Existing systems, Integrations, Ownership, and External dependencies. 024 Context Mapping is an agent skill from jabrena/plinth. Use when a problem under exploration needs its surrounding system context identified before design begins — Existing systems, Integrations, Ownership, and External dependencies.
024 Context Mapping fits situations like: A problem under exploration needs its surrounding system context identified before design begins — Existing systems; external dependencies; an issues Context Mapping point of view needs evaluation; A maintainer directly asks to map the systems.
Run `npx skills add jabrena/plinth --skill 024-context-mapping -a claude-code`. Or copy the skill folder (skills/024-context-mapping in jabrena/plinth) into .claude/skills/024-context-mapping in your project. Claude Code loads it when a task matches its description.
Run `npx skills add jabrena/plinth --skill 024-context-mapping -a codex`. Or copy the skill folder (skills/024-context-mapping in jabrena/plinth) into .agents/skills/024-context-mapping in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add jabrena/plinth --skill 024-context-mapping -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/024-context-mapping, .gemini/skills/024-context-mapping, .github/skills/024-context-mapping and .opencode/skills/024-context-mapping in your project.
SKILL.md names no scripts, command-line tools or credentials: 024 Context Mapping is instructions for the agent only.
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.
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.
024 Context Mapping is published under the Apache-2.0 licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 862 tokens (SKILL.md is roughly 3.4k 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 1.6k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with 024 Context Mapping: Explorer (supabase/supabase, 111k stars), Token Map (nexu-io/open-design, 100k stars), Smart Explore Code Search (thedotmack/claude-mem, 98k stars) and Maps Geography (asgeirtj/system_prompts_leaks, 69k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
jabrena (a GitHub user) maintains it in jabrena/plinth, which has 446 GitHub stars. The repository holds 124 skills in this directory. The repository was last updated on October 7, 2026.
Source: jabrena/plinth on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.