Iterative Retrieval
affaan-m/ECC
Pattern for progressively refining context retrieval to solve the subagent context problem.
Retrieve library documentation with Context7 when the current task needs version-specific API guidance or a concrete documentation lookup.
$ npx skills add bitsocialnet/5chan --skill context7 -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install bitsocialnet/5chan context7 --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/bitsocialnet/5chan.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/context7 .claude/skills/context7 && 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 "context7" agent skill from https://github.com/bitsocialnet/5chan/tree/master/.agents/skills/context7 into .claude/skills/context7/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "context7", 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/bitsocialnet/5chan/tree/master/.agents/skills/context7Type 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 bitsocialnet/5chan --skill context7 -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install bitsocialnet/5chan context7 --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bitsocialnet/5chan.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/context7 .agents/skills/context7 && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "context7" agent skill from https://github.com/bitsocialnet/5chan/tree/master/.agents/skills/context7 into .agents/skills/context7/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "context7", 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 bitsocialnet/5chan --skill context7 -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install bitsocialnet/5chan context7 --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bitsocialnet/5chan.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/context7 .cursor/skills/context7 && 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 "context7" agent skill from https://github.com/bitsocialnet/5chan/tree/master/.agents/skills/context7 into .cursor/skills/context7/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "context7", 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/bitsocialnet/5chan.git --path .agents/skills/context7--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 bitsocialnet/5chan --skill context7 -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install bitsocialnet/5chan context7 --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bitsocialnet/5chan.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/context7 .gemini/skills/context7 && 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 "context7" agent skill from https://github.com/bitsocialnet/5chan/tree/master/.agents/skills/context7 into .gemini/skills/context7/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "context7", 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 bitsocialnet/5chan context7Installs 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 bitsocialnet/5chan --skill context7 -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/bitsocialnet/5chan.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/context7 .github/skills/context7 && 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 "context7" agent skill from https://github.com/bitsocialnet/5chan/tree/master/.agents/skills/context7 into .github/skills/context7/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "context7", 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 bitsocialnet/5chan --skill context7 -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install bitsocialnet/5chan context7 --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bitsocialnet/5chan.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/context7 .opencode/skills/context7 && 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 "context7" agent skill from https://github.com/bitsocialnet/5chan/tree/master/.agents/skills/context7 into .opencode/skills/context7/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "context7", 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.
context7Retrieve library documentation with Context7 when the current task needs version-specific API guidance or a concrete documentation lookup.
Context7 is an agent skill from bitsocialnet/5chan. Retrieve library documentation with Context7 when the current task needs version-specific API guidance or a concrete documentation lookup.
Its SKILL.md is about 240 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/http-lookup.md`).
The repository describes itself as: A peer-to-peer 4chan alternative. The licence is GPL-3.0.
Read from SKILL.md and the folder at commit a31f565. 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.
Context7 loads about 240 tokens when it runs, and up to ~482 if it reads all its reference files. Until then it costs about 37 tokens; SKILL.md has 116 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 bitsocialnet/5chan at commit a31f565, republished under its GPL-3.0 licence (© bitsocialnet). 116 words, ~240 tokens.
.claude/skills/context7/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Use the installed dependency version and the API question to scope the lookup. Existing source and tests may already answer it; a normal coding task does not require a Context7 search merely because it uses a library.
Use an available Context7 tool, or read HTTP lookup when calling the API directly. Select the matching library and version from the results; do not assume the first result or latest release matches this repository.
Fetch only documentation relevant to the decision. Check returned examples against the installed API and link the underlying official documentation when reporting a claim. If Context7 is unavailable, use official docs or installed source instead of installing another integration or blocking unrelated work.
© bitsocialnet, GPL-3.0. 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 .agents/skills/context7 of bitsocialnet/5chan.
Open the folder on GitHubat commit a31f565
Context7 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 |
|---|---|---|---|---|---|---|
| Context7 this skillbitsocialnet/5chan | 135 | — | ~240 | Automated safety check: Pass | GPL-3.0 | |
| Iterative Retrievalaffaan-m/ECC | 275k | 7 repos | ~1.6k | Automated safety check: Pass | MIT | |
| Context7compozy/compozy | 2.8k | — | ~1.6k | Automated safety check: Pass | MIT | |
| Iterative Retrievalaffaan-m/ECC | 275k | 2 repos | ~1.1k | Automated safety check: Pass | MIT | |
| Iterative Retrievalaffaan-m/ECC | 275k | 2 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Iterative Retrievalaffaan-m/ECC | 275k | 1 repos | ~1.1k | Automated safety check: Pass | MIT |
affaan-m/ECC
Pattern for progressively refining context retrieval to solve the subagent context problem.
compozy/compozy
Retrieves authoritative, up-to-date technical documentation, API references, configuration details, and code examples for any developer technology.
affaan-m/ECC
サブエージェントのコンテキスト問題を解決するために、コンテキスト取得を段階的に洗練するパターン. An agent skill from affaan-m/ECC.
affaan-m/ECC
서브에이전트 컨텍스트 문제를 해결하기 위한 점진적 컨텍스트 검색 개선 패턴. An agent skill from affaan-m/ECC.
affaan-m/ECC
逐步优化上下文检索以解决子代理上下文问题的模式
garrytan/gbrain
When/what to retrieve — open the brain page for a salient entity before answering from memory.
bitsocialnet/5chan
Verify browser behavior or reproduce a web UI issue with the installed Playwright CLI.
bitsocialnet/5chan
Map a visible 5chan DOM node to its React source when file or component attribution is needed.
bitsocialnet/5chan
Add, update, or remove 5chan i18next translations when locale changes are requested.
bitsocialnet/5chan
Review React effects and memoization when the user requests an effect audit or a change has unclear synchronization needs.
bitsocialnet/5chan
Investigate a reported bug using source, tests, or runtime evidence to establish its cause.
bitsocialnet/5chan
Measure 5chan loading, navigation, interaction timing, and committed React updates using repeatable scenarios.
Retrieve library documentation with Context7 when the current task needs version-specific API guidance or a concrete documentation lookup. Context7 is an agent skill from bitsocialnet/5chan. Retrieve library documentation with Context7 when the current task needs version-specific API guidance or a concrete documentation lookup.
Run `npx skills add bitsocialnet/5chan --skill context7 -a claude-code`. Or copy the skill folder (.agents/skills/context7 in bitsocialnet/5chan) into .claude/skills/context7 in your project. Claude Code loads it when a task matches its description.
Run `npx skills add bitsocialnet/5chan --skill context7 -a codex`. Or copy the skill folder (.agents/skills/context7 in bitsocialnet/5chan) into .agents/skills/context7 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 bitsocialnet/5chan --skill context7 -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/context7, .gemini/skills/context7, .github/skills/context7 and .opencode/skills/context7 in your project.
SKILL.md names no scripts, command-line tools or credentials: Context7 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.
Context7 is published under the GPL-3.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 240 tokens (SKILL.md is roughly 960 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 242 tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Context7: Iterative Retrieval (affaan-m/ECC, 275k stars), Context7 (compozy/compozy, 2.8k stars), Iterative Retrieval (affaan-m/ECC, 275k stars) and Iterative Retrieval (affaan-m/ECC, 275k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
bitsocialnet (a GitHub organization) maintains it in bitsocialnet/5chan, which has 135 GitHub stars. The repository holds 12 skills in this directory. The repository was last updated on October 7, 2026.
Source: bitsocialnet/5chan on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.