Codebase Onboarding
affaan-m/ECC
Analyze an unfamiliar codebase and generate a structured onboarding guide with architecture map, key entry points, conventions, and a starter CLAUDE.md.
Apply the Effect way of reasoning in codebases that do not use Effect, in any programming language.
$ npx skills add timmo001/system-bridge --skill effect-principles -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install timmo001/system-bridge effect-principles --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/timmo001/system-bridge.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/effect-principles .claude/skills/effect-principles && 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 "effect-principles" agent skill from https://github.com/timmo001/system-bridge/tree/dev/.agents/skills/effect-principles into .claude/skills/effect-principles/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "effect-principles", 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/timmo001/system-bridge/tree/dev/.agents/skills/effect-principlesType 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 timmo001/system-bridge --skill effect-principles -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install timmo001/system-bridge effect-principles --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/timmo001/system-bridge.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/effect-principles .agents/skills/effect-principles && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "effect-principles" agent skill from https://github.com/timmo001/system-bridge/tree/dev/.agents/skills/effect-principles into .agents/skills/effect-principles/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "effect-principles", 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 timmo001/system-bridge --skill effect-principles -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install timmo001/system-bridge effect-principles --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/timmo001/system-bridge.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/effect-principles .cursor/skills/effect-principles && 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 "effect-principles" agent skill from https://github.com/timmo001/system-bridge/tree/dev/.agents/skills/effect-principles into .cursor/skills/effect-principles/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "effect-principles", 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/timmo001/system-bridge.git --path .agents/skills/effect-principles--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 timmo001/system-bridge --skill effect-principles -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install timmo001/system-bridge effect-principles --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/timmo001/system-bridge.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/effect-principles .gemini/skills/effect-principles && 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 "effect-principles" agent skill from https://github.com/timmo001/system-bridge/tree/dev/.agents/skills/effect-principles into .gemini/skills/effect-principles/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "effect-principles", 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 timmo001/system-bridge effect-principlesInstalls 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 timmo001/system-bridge --skill effect-principles -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/timmo001/system-bridge.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/effect-principles .github/skills/effect-principles && 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 "effect-principles" agent skill from https://github.com/timmo001/system-bridge/tree/dev/.agents/skills/effect-principles into .github/skills/effect-principles/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "effect-principles", 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 timmo001/system-bridge --skill effect-principles -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install timmo001/system-bridge effect-principles --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/timmo001/system-bridge.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/effect-principles .opencode/skills/effect-principles && 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 "effect-principles" agent skill from https://github.com/timmo001/system-bridge/tree/dev/.agents/skills/effect-principles into .opencode/skills/effect-principles/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "effect-principles", 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.
effect-principlesApply the Effect way of reasoning in codebases that do not use Effect, in any programming language.
Effect Principles is an agent skill from timmo001/system-bridge. Apply the Effect way of reasoning in codebases that do not use Effect, in any programming language. Use when editing or reviewing non-Effect code so dependencies, failures, state, boundaries, resources, time, and workflows stay explicit without adding Effect-shaped architecture or broader scope.
Its SKILL.md is about 1.7k 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: A bridge for your systems. The licence is Apache-2.0.
6 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 608d62d. 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.
Effect Principles loads about 1.7k tokens when it runs. Until then it costs about 79 tokens; SKILL.md has 880 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 timmo001/system-bridge at commit 608d62d, republished under its Apache-2.0 licence (© timmo001). 880 words, ~1,667 tokens.
.claude/skills/effect-principles/SKILL.md (or your agent's skills folder).Use the discipline behind Effect's APIs, not Effect's APIs themselves. Express it through the current language's native features and the repository's existing conventions, dependencies, and architecture.
For any bounded task, follow changeset-scope; this skill supplies engineering criteria but never expands investigation, finding, or edit scope.
Apply a principle only when the resulting change:
The user's guidance on how much to change is authoritative. Do not treat this skill as permission to improve nearby code. If meeting a principle requires more files, callers, wrappers, types, helpers, or abstractions than the scoped behaviour requires, keep the existing design. Report a larger opportunity separately only when the user asked for architectural advice.
changeset-scope, then read the nearest project guidance and enough surrounding code to understand it.testing and run the smallest reliable verification that proves the changed contract. Add tests when they protect important behaviour or catch a meaningful failure that existing checks miss.Use this to recognise Effect's intent without reproducing its API surface:
| Effect discipline | Non-Effect expression |
|---|---|
| Requirements in the environment | Existing parameters, constructor fields, context, or framework injection |
| Typed error channel | Existing distinguishable expected-error contract |
| Schema at boundaries | Existing parser, validator, guard, schema library, or explicit narrowing |
| Tagged state | Existing sum type, tagged variant, enum, or state machine |
| Scoped resources | Existing lifecycle, cleanup construct, disposal, or cancellation handling |
| Schedule | Existing bounded retry or timing policy near the owning operation |
| Structured concurrency | Owned promises/tasks with explicit cancellation and joining |
| Service and Layer | Existing interface and composition root, but only when both already have a reason to exist |
Effect, Layer, Context, Exit, Cause, Option, or Either under local names.© timmo001, 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
Just SKILL.md in .agents/skills/effect-principles of timmo001/system-bridge.
Open the folder on GitHubat commit 608d62d
Effect Principles 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 |
|---|---|---|---|---|---|---|
| Effect Principles this skilltimmo001/system-bridge | 356 | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | |
| Codebase Onboardingaffaan-m/ECC | 274k | 3 repos | ~2k | Automated safety check: Pass | MIT | |
| Codebase Onboardingaffaan-m/ECC | 274k | 1 repos | ~1.1k | Automated safety check: Pass | MIT | |
| Codebase Onboardingaffaan-m/ECC | 274k | — | ~270 | Automated safety check: Pass | MIT | |
| Acquire Codebase Knowledgegithub/awesome-copilot | 40k | 1 repos | ~2.3k | Automated safety check: Pass | MIT | |
| Codebase Onboardingalirezarezvani/claude-skills | 28k | — | ~652 | Automated safety check: Pass | MIT |
affaan-m/ECC
Analyze an unfamiliar codebase and generate a structured onboarding guide with architecture map, key entry points, conventions, and a starter CLAUDE.md.
affaan-m/ECC
分析一个陌生的代码库,并生成一个结构化的入门指南,包括架构图、关键入口点、规范和一个起始的CLAUDE.md文件。适用于加入新项目或首次在代码仓库中设置Claude Code时。
affaan-m/ECC
不慣れなコードベースを分析し、アーキテクチャマップ、主要なエントリポイント、規約、スターターCLAUDE.mdを含む構造化オンボーディングガイドを生成します。新しいプロジェクトに参加するか、リポでClaude Codeを初めてセットアップする場合に使用します。
github/awesome-copilot
Maps an unfamiliar codebase into seven evidence-backed documents in docs/codebase/, using a scan script and templates, for onboarding or architecture write-ups.
alirezarezvani/claude-skills
Analyze a codebase and generate onboarding documentation for engineers, tech leads, and contractors.
ruvnet/ruflo
Reasoning-mode completion against DeepSeek's deepseek-reasoner model (R1) via /v1/chat/completions.
timmo001/system-bridge
Write commit messages, PR and issue text and comments, docs (README), code comments, and user-facing strings (notifications, UI labels, toasts, error messages) in the project owner's voice: concise…
timmo001/system-bridge
System Bridge Go backend conventions - error wrapping, graceful degradation for data modules, nil-pointer safety, context-aware Module.Update, structured slog logging, and errcheck-clean deferred…
timmo001/system-bridge
How to test System Bridge - Go table-driven tests and commands, web-client quality checks (lint/typecheck/format, no unit tests), the Chrome DevTools MCP interactive test loop for UI and WebSocket…
timmo001/system-bridge
Known System Bridge build and runtime failures and their fixes, plus per-OS token/log/settings/data file locations.
timmo001/system-bridge
Add or restructure a page in the System Bridge Astro + Starlight docs site under docs/ - create the content file, set frontmatter, and wire the sidebar.
timmo001/system-bridge
Update the System Bridge marketing landing page in the Astro + Starlight docs site.
Apply the Effect way of reasoning in codebases that do not use Effect, in any programming language. Effect Principles is an agent skill from timmo001/system-bridge. Apply the Effect way of reasoning in codebases that do not use Effect, in any programming language.
Effect Principles fits situations like: reviewing non-Effect code so dependencies; workflows stay explicit without adding Effect-shaped architecture.
Run `npx skills add timmo001/system-bridge --skill effect-principles -a claude-code`. Or copy the skill folder (.agents/skills/effect-principles in timmo001/system-bridge) into .claude/skills/effect-principles in your project. Claude Code loads it when a task matches its description.
Run `npx skills add timmo001/system-bridge --skill effect-principles -a codex`. Or copy the skill folder (.agents/skills/effect-principles in timmo001/system-bridge) into .agents/skills/effect-principles 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 timmo001/system-bridge --skill effect-principles -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/effect-principles, .gemini/skills/effect-principles, .github/skills/effect-principles and .opencode/skills/effect-principles in your project.
SKILL.md names no scripts, command-line tools or credentials: Effect Principles 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.
Effect Principles 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 1.7k tokens (SKILL.md is roughly 6.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Effect Principles: Codebase Onboarding (affaan-m/ECC, 274k stars), Codebase Onboarding (affaan-m/ECC, 274k stars), Codebase Onboarding (affaan-m/ECC, 274k stars) and Acquire Codebase Knowledge (github/awesome-copilot, 40k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
timmo001 (a GitHub user) maintains it in timmo001/system-bridge, which has 356 GitHub stars. The repository holds 12 skills in this directory. The repository was last updated on October 7, 2026.
Source: timmo001/system-bridge on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.