Fortify Development
coollabsio/coolify
ACTIVATE when the user works on authentication in Laravel. An agent skill from coollabsio/coolify.
Interactive shell/TTY integration with tmux session management, shell command execution, control-mode output capture with polling fallback, native cursor rendering, lazy scrollback, selection, paste…
$ npx skills add marcus/sidecar --skill shell-integration -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install marcus/sidecar shell-integration --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/marcus/sidecar.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/shell-integration .claude/skills/shell-integration && 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 "shell-integration" agent skill from https://github.com/marcus/sidecar/tree/main/.claude/skills/shell-integration into .claude/skills/shell-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shell-integration", 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/marcus/sidecar/tree/main/.claude/skills/shell-integrationType 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 marcus/sidecar --skill shell-integration -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install marcus/sidecar shell-integration --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/marcus/sidecar.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/shell-integration .agents/skills/shell-integration && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "shell-integration" agent skill from https://github.com/marcus/sidecar/tree/main/.claude/skills/shell-integration into .agents/skills/shell-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shell-integration", 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 marcus/sidecar --skill shell-integration -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install marcus/sidecar shell-integration --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/marcus/sidecar.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/shell-integration .cursor/skills/shell-integration && 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 "shell-integration" agent skill from https://github.com/marcus/sidecar/tree/main/.claude/skills/shell-integration into .cursor/skills/shell-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shell-integration", 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/marcus/sidecar.git --path .claude/skills/shell-integration--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 marcus/sidecar --skill shell-integration -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install marcus/sidecar shell-integration --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/marcus/sidecar.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/shell-integration .gemini/skills/shell-integration && 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 "shell-integration" agent skill from https://github.com/marcus/sidecar/tree/main/.claude/skills/shell-integration into .gemini/skills/shell-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shell-integration", 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 marcus/sidecar shell-integrationInstalls 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 marcus/sidecar --skill shell-integration -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/marcus/sidecar.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/shell-integration .github/skills/shell-integration && 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 "shell-integration" agent skill from https://github.com/marcus/sidecar/tree/main/.claude/skills/shell-integration into .github/skills/shell-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shell-integration", 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 marcus/sidecar --skill shell-integration -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install marcus/sidecar shell-integration --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/marcus/sidecar.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/shell-integration .opencode/skills/shell-integration && 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 "shell-integration" agent skill from https://github.com/marcus/sidecar/tree/main/.claude/skills/shell-integration into .opencode/skills/shell-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shell-integration", 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.
shell-integrationInteractive shell/TTY integration with tmux session management, shell command execution, control-mode output capture with polling fallback, native cursor rendering, lazy scrollback, selection, paste…
Shell Integration is an agent skill from marcus/sidecar. Interactive shell/TTY integration with tmux session management, shell command execution, control-mode output capture with polling fallback, native cursor rendering, lazy scrollback, selection, paste handling, and inline editing. Use when working on shell integration, tmux features, command execution, or interactive mode.
Its SKILL.md is about 3.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/tmux-notes.md`).
It sits in Backend & APIs, covering Authentication. It works with tmux. The repository describes itself as: Use sidecar next to CLI agents for diffs, file trees, conversation history, and task management with td. The licence is MIT.
12 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 3792a4e. 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 (its code samples are go and json).
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.
Shell Integration loads about 3.6k tokens when it runs, and up to ~4.7k if it reads all its reference files. Until then it costs about 85 tokens; SKILL.md has 980 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 marcus/sidecar at commit 3792a4e, republished under its MIT licence (© marcus). 980 words, ~3,606 tokens.
.claude/skills/shell-integration/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Sidecar's interactive shell allows users to type directly into tmux sessions
from within the TUI. Tmux remains the PTY backend. Sidecar renders ordered
control-mode bytes through the shared tty.Model, whose VT behavior is behind
the screenmodel adapter rather than implemented in plugin code.
internal/tty/ # Shared tmux terminal abstraction
tty.go # Core Model and State types
keymap.go # Bubble Tea -> tmux key translation
messages.go # Owner/target/generation-scoped messages
session.go # tmux operations (send-keys, capture-pane, resize)
scheduler.go # Keyed fallback-poll generation ownership
control_*.go # Session-keyed tmux -C transport and manager
capture_range.go # Atomic bounded history capture
cursor.go # Cursor positioning helpers
paste.go # Paste handling (clipboard, bracketed paste)
terminal_mode.go # Capture-fallback mode recovery
output_buffer.go # Absolute, bounded live/history buffer
editor_session.go # Shared inline-editor tmux lifecycle
internal/plugins/workspace/
interactive.go # Workspace-specific interactive mode logic
interactive_selection.go # Text selection in interactive mode
terminal_viewport.go # Pure shared terminal viewport renderer
terminal_control.go # Workspace target/layout policy for tty.Model
terminal_history.go # Lazy absolute scrollback loading
terminal_search.go # Loaded-history search
terminal_links.go # Safe URL/path detection and activation
native_terminal.go # Native cursor and contextual mouse mode
view_preview.go # Agent/shell preview composition
mouse.go # Scroll handling
types.go # InteractiveState type
internal/plugins/filebrowser/
inline_edit.go # Inline editor mode using tty.Model
handlers.go # Message handling for inline editUser Keypress -> handleInteractiveKeys() -> tty.MapKeyToTmux() -> tmux send-keys
Pane output -> tmux -C ordered %output bytes
-> session-pooled control actor
-> seeded screenmodel adapter
-> adaptive per-feed presentation publication
-> owner/target/generation-scoped Tea message
-> OutputBuffer + cursor/modes/history
-> pure terminal viewport + native Bubble Tea cursor
Open/resync/history -> bounded capture seed/range
Control unavailable/dead -> one scoped capture-poll fallback + clean reseedEmbeddable component for interactive tmux functionality:
type Model struct {
Config Config // Exit key, copy/paste keys, scrollback lines
State *State // Current interactive state
Width int
Height int
OnExit func() tea.Cmd
OnAttach func() tea.Cmd
}
// Usage:
p.inlineEditor = tty.New(&tty.Config{
ExitKey: "ctrl+\\",
ScrollbackLines: 600,
})
cmd := p.inlineEditor.Enter(sessionName, paneID)type State struct {
Active bool
TargetPane string // tmux pane ID (e.g., "%12")
TargetSession string
LastKeyTime time.Time // Input timing and fallback polling decay
CursorRow, CursorCol int
CursorVisible bool
PaneHeight, PaneWidth int
BracketedPasteEnabled bool
MouseReportingEnabled bool
OutputBuf *OutputBuffer
PollGeneration int // For invalidating stale fallback polls
}Thread-safe bounded buffer with hash-based change detection:
func (b *OutputBuffer) Update(content string) bool {
rawHash := maphash.String(seed, content)
if rawHash == b.lastRawHash { return false } // Skip ALL processing
content = mouseEscapeRegex.ReplaceAllString(content, "")
b.lines = strings.Split(content, "\n")
return true
}
func (b *OutputBuffer) LinesRange(start, end int) []stringkeymap.go)func MapKeyToTmux(msg tea.KeyPressMsg) (key string, useLiteral bool) {
if msg.Mod.Contains(tea.ModCtrl) && msg.Code >= 'a' && msg.Code <= 'z' {
return "C-" + string(msg.Code), false
}
switch msg.Code {
case tea.KeyEnter: return "Enter", false
case tea.KeyBackspace: return "BSpace", false
case tea.KeyTab: return "Tab", false
case tea.KeyUp: return "Up", false
}
if msg.Text != "" {
return msg.Text, true // Literal mode
}
return "", true
}Modified keys use CSI sequences:
case "shift+up": return "\x1b[1;2A", true
case "ctrl+up": return "\x1b[1;5A", true
case "alt+up": return "\x1b[1;3A", true
case "shift+tab": return "\x1b[Z", trueFor printable characters, tmux send-keys -l prevents interpretation.
const (
PollingDecayFast = 50ms // During active typing
PollingDecayMedium = 200ms // After 2s inactivity
PollingDecaySlow = 250ms // After 10s inactivity
KeystrokeDebounce = 20ms // Delay after keystroke
)Control-mode bytes are the ordinary presentation source for every visible terminal surface. Adaptive capture polling exists only until the first seeded frame and after control/model failure. Workspace agent and shell observation continues independently for provider activity evidence; those captures never overwrite a model-owned presentation buffer.
The control actor writes every ordered byte into screenmodel immediately. Presentation alone is adaptive: the first changed frame after idle publishes inline, sustained changed frames publish at no more than 30 fps per pane-model feed, and one tokenized timer guarantees the newest trailing frame. Seed, reseed, and generation changes bypass the cap; input never enters this cadence. Ordinary Frame() snapshots omit diagnostic cells, while screen comparison explicitly requests the canonical grid.
For isolated performance diagnostics, run with both SIDECAR_PPROF=<port> and SIDECAR_TERMINAL_PERF=1, then read GET /debug/terminalperf. The endpoint is localhost-only and returns fixed numeric counts plus output-to-frame samples, p95, and maximum in microseconds. Its fixed vocabulary covers model publication, terminal views, row hits/misses/bypasses, link resolution, global Sessions list/preview work, application/Workspace/sidebar views, project preview composes/cache hits, and document frame builds/cache hits/scans/resolution. A pulse-only interval should reuse the project preview and perform no terminal, document, or row work. Keep counters off during CPU profiles, use a separate diagnostic process, and never interpret process-wide model-frame counts as per-feed fps when more than one pane-model feed may be live.
Set SIDECAR_TERMINAL_TRACE=1 only in an isolated proof run to log privacy-safe
capture metadata (surface, role, reason, and generation). It never logs
session or pane identity, terminal text, commands, paths, titles, or provider
payloads. This distinguishes intentional semantic observation from presentation
fallback.
| State | Active | Idle |
|---|---|---|
| Visible + focused | 200ms | 2s |
| Visible + app unfocused | clamped to unfocused cadence | clamped |
| Not visible | 10-20s | 10-20s |
tty.KeyedScheduler owns a generation per logical source
(agent:<name>, shell:<tmuxName>, terminal-panel). Every schedule allocates
a fresh token, and the token travels through capture, result, retry, and
continuation messages. Reset invalidates pending timers and in-flight results.
token, cmd := scheduler.Schedule(key, delay, makeMessage)
if scheduler.IsCurrent(key, token) { /* apply result */ }Control subscriptions are pooled by tmux session because a control client cannot observe panes in another session. Subscription close and manager stop invalidate and drain queued callbacks before returning.
cursor.go)func QueryCursorPositionSync(target string) (row, col, paneHeight, paneWidth int, visible, ok bool) {
cmd := exec.Command("tmux", "display-message", "-t", target,
"-p", "#{cursor_x},#{cursor_y},#{cursor_flag},#{pane_height},#{pane_width}")
}Focused live terminal surfaces expose a tea.Cursor through the plugin
CursorProvider capability. Workspace, filebrowser, and notes compute exact
application coordinates and suppress the cursor under modals, while scrolled
back, outside the visible slice, or when another surface owns focus. A painted
cursor is not added to native-cursor content.
When display height differs from tmux pane height:
if paneHeight > displayHeight {
relativeRow = cursorRow - (paneHeight - displayHeight)
} else if paneHeight > 0 && paneHeight < displayHeight {
relativeRow = cursorRow + (displayHeight - paneHeight)
}Scrolling operates on the captured buffer. No tmux copy-mode involved.
type Plugin struct {
previewOffset int // Lines from bottom (0 = at bottom/live)
autoScrollOutput bool // Auto-follow new output?
}previewOffsetpreviewOffset, re-enable auto-scroll at 0alt+c (configurable via interactiveCopyKey), or super+c (Cmd+C) as a
built-in that a configured key does not replace. Cmd+C only arrives when the
emulator passes it through — terminals that keep it for themselves (iTerm2)
never deliver it, so alt+c stays the portable chord.alt+v (configurable via interactivePasteKey)Paste wraps text with bracketed paste sequences (\x1b[200~...\x1b[201~) when the application has enabled bracketed paste mode.
terminal_mode.go)When capture fallback owns presentation, detects bracketed paste and mouse reporting modes by scanning the fallback snapshot. Healthy model-backed presentation receives these modes from the shared screen model.
Tmux panes are resized in background at all times (not just interactive mode):
func ResizeTmuxPane(paneID string, width, height int) {
// resize-window, fallback to resize-pane for older tmux
}Resize triggers: window resize, sidebar toggle/drag, selection change, agent/shell creation, interactive mode entry.
Uses tty.Model plus tty.EditorSession for vim/nano/emacs editing in the file
preview pane. Session creation is history-safe and asynchronous:
func (p *Plugin) enterInlineEditMode(path string) tea.Cmd {
return func() tea.Msg {
session, err := tty.StartEditorSession(tty.EditorSessionOptions{Path: path})
return InlineEditStartedMsg{Session: session, Err: err}
}
}Workspace Plugin:
enter / E when preview pane focused with output tabCtrl+\ (instant) or double-Escape (150ms delay)Ctrl+] / t only when tmux_full_attach is on (default off)Filebrowser Plugin:
e or Enter on a file (if inline edit enabled)Ctrl+\ or double-EscapeCtrl+] only when tmux_full_attach is on (default off){
"features": {
"tmux_interactive_input": true,
"tmux_inline_edit": true,
"tmux_full_attach": false,
"workspace_terminal_panel": true
}
}{
"plugins": {
"workspace": {
"interactiveExitKey": "ctrl+\\",
"interactiveAttachKey": "ctrl+]",
"interactiveCopyKey": "alt+c",
"interactivePasteKey": "alt+v",
"tmuxCaptureMaxBytes": 2097152,
"copyOnSelect": false
}
}
}Init() or View(); use Start()/tea.Cmd.tea.Cmd callbacks; return a scoped message.docs/plans/implemented/spec-tmux-interactive-input.md© marcus, MIT. 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 .claude/skills/shell-integration of marcus/sidecar.
Open the folder on GitHubat commit 3792a4e
Shell Integration 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 |
|---|---|---|---|---|---|---|
| Shell Integration this skillmarcus/sidecar | 1.1k | — | ~3.6k | Automated safety check: Pass | MIT | |
| Fortify Developmentcoollabsio/coolify | 63k | 4 repos | ~1.9k | Automated safety check: Pass | MIT | |
| Supabase Development and Debuggingsupabase/agent-skills | 2.7k | 3 repos | ~3.6k | Automated safety check: Pass | MIT | |
| Better Auth Best Practiceslatitude-dev/latitude-llm | 4.7k | 7 repos | ~1.6k | Automated safety check: Pass | MIT | |
| Supabasecurvenote/curvenote | 169 | 5 repos | ~2.2k | Automated safety check: Pass | Custom licence | |
| Gitnexus Exploringaws-samples/sample-kolya-br-proxy | 106 | 11 repos | ~749 | Automated safety check: Pass | MIT-0 |
coollabsio/coolify
ACTIVATE when the user works on authentication in Laravel. An agent skill from coollabsio/coolify.
supabase/agent-skills
General Supabase skill for database, auth, Edge Functions, Realtime and storage work, plus client libraries, migrations, security audits, debugging and reading logs.
latitude-dev/latitude-llm
Configure Better Auth server and client, set up database adapters, manage sessions, add plugins, and handle environment variables.
curvenote/curvenote
A skill your agent uses when doing ANY task involving Supabase.
aws-samples/sample-kolya-br-proxy
A skill your agent uses when the user asks how code works, wants to understand architecture, trace execution flows, or explore unfamiliar parts of the codebase.
coinbase/agentic-wallet-skills
Crypto wallet operations via the awal CLI — sign in, check balances, send USDC/ETH/POL/SOL, trade tokens, fund the wallet, and use the x402 payment protocol to discover paid services, pay for API…
marcus/sidecar
Create conversation adapters for importing AI chat history from different tools (Claude Code, Cursor, Warp, Codex, etc.).
marcus/sidecar
Create declarative modals using the modal library API. An agent skill from marcus/sidecar.
marcus/sidecar
Create new sidecar plugins implementing the plugin.Plugin interface, rendering views with Bubble Tea, handling keyboard input via keymap contexts, and integrating with the app shell (footer hints…
marcus/sidecar
Project switching implementation in sidecar: project discovery, state management, UI flow, modal rendering, filtering, theme preview, and plugin reinitialization.
marcus/sidecar
Writing and maintaining the Sidecar Docusaurus documentation site, including page structure, doc authoring, blog posts, styling, images, and deployment workflow.
marcus/sidecar
Implementing UI/UX features in sidecar including modals (internal/modal library), keyboard shortcuts, mouse support, scrolling, pill/tab rendering, and pane resizing.
Works with
Categories
Interactive shell/TTY integration with tmux session management, shell command execution, control-mode output capture with polling fallback, native cursor rendering, lazy scrollback, selection, paste…. Shell Integration is an agent skill from marcus/sidecar. Interactive shell/TTY integration with tmux session management, shell command execution, control-mode output capture with polling fallback, native cursor rendering, lazy scrollback, selection, paste handling, and inline editing.
Shell Integration fits situations like: working on shell integration; command execution; interactive mode.
Run `npx skills add marcus/sidecar --skill shell-integration -a claude-code`. Or copy the skill folder (.claude/skills/shell-integration in marcus/sidecar) into .claude/skills/shell-integration in your project. Claude Code loads it when a task matches its description.
Run `npx skills add marcus/sidecar --skill shell-integration -a codex`. Or copy the skill folder (.claude/skills/shell-integration in marcus/sidecar) into .agents/skills/shell-integration 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 marcus/sidecar --skill shell-integration -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/shell-integration, .gemini/skills/shell-integration, .github/skills/shell-integration and .opencode/skills/shell-integration in your project.
SKILL.md names no scripts, command-line tools or credentials: Shell Integration 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.
Shell Integration is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 3.6k tokens (SKILL.md is roughly 14k 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 1.1k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Shell Integration: Fortify Development (coollabsio/coolify, 63k stars), Supabase Development and Debugging (supabase/agent-skills, 2.7k stars), Better Auth Best Practices (latitude-dev/latitude-llm, 4.7k stars) and Supabase (curvenote/curvenote, 169 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
marcus (a GitHub user) maintains it in marcus/sidecar, which has 1,085 GitHub stars. The repository holds 19 skills in this directory. The repository was last updated on October 5, 2026.
Source: marcus/sidecar on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.