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ask
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# ask
A CLI tool that answers command-line questions using an OpenAI-compatible LLM API.
## Requirements
- **Go** 1.26+ (to build)
- Runtime tools: `tldr`, `man` / `col -b`, `glow`, `less`
## Installation
```bash
git clone <repo> && cd ask
go build -o ask .
```
Or place the binary somewhere on your `PATH`.
## Usage
```
ask [options] <question>
```
| Flag | Mode | Description |
|------|------|-------------|
| | default | Generates a runnable shell command (uses TLDR + man page context) |
| `-q` | question | Answers general command-line questions (rendered with glow) |
| `-H` | history | Answers questions about your shell history (last 200 lines) |
| `-p` | paginate | Pipes output through `less -R` |
| `-h` | help | Prints help text |
### Examples
```bash
ask how to find large files
ask -q how does rsync work
ask -H what command did I use for docker yesterday
ask -p how to compress a directory
```
## Configuration
Environment variables:
| Variable | Default | Description |
|---|---|---|
| `OPENAI_BASE_URL` | `http://10.0.2.145:8090/v1` | API endpoint |
| `OPENAI_API_KEY` | — | API key (optional) |
| `OPENAI_MODEL` | `gpt-4o-mini` | Model name |
## Tests
```bash
./test_ask.sh
```
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.TH ASK 1 "July 2026" "ask" "User Commands"
.SH NAME
ask \- answer command-line questions using an LLM
.SH SYNOPSIS
.B ask
[OPTION...] \fIquestion\fR
.SH DESCRIPTION
.B ask
consults an OpenAI-compatible LLM backend to answer questions about
Unix/Linux command-line tools. It has three operating modes.
.PP
In the default (command) mode,
.B ask
identifies the relevant tool, fetches its TLDR page and man page for
context, and returns a single runnable command line with placeholders
for arguments you need to customize.
.PP
In question mode (\fB\-q\fR), it answers general command-line questions
and renders the response in markdown through
.BR glow (1).
.PP
In history mode (\fB\-H\fR), it reads the last 200 lines of your shell
history (\fI~/.zsh_history\fR, \fI~/.bash_history\fR, or
\fI~/.history\fR) and answers questions about commands you have run.
.SH OPTIONS
.TP
.B \-h
Display help text and exit.
.TP
.B \-q
Question mode. Answer general command-line questions with markdown
output rendered through
.BR glow (1).
.TP
.B \-H
History mode. Answer questions about your shell history.
.TP
.B \-p
Paginate output through
.BR less (1)
with raw character support (\fB\-R\fR).
.SH ENVIRONMENT
.TP
.B OPENAI_BASE_URL
API endpoint URL.
Default: \fBhttp://10.0.2.145:8090/v1\fR
.TP
.B OPENAI_API_KEY
API key to include as a Bearer token in requests.
Optional, depending on the server.
.TP
.B OPENAI_MODEL
Model identifier to use.
Default: \fBgpt-4o-mini\fR
.SH EXAMPLES
.TP
Generate a command to find large files:
.B ask how to find large files
.TP
Explain how rsync works (question mode):
.B ask \-q how does rsync work
.TP
Check recent Docker usage (history mode):
.B ask \-H what command did I use for docker yesterday
.TP
Paginate output with less:
.B ask \-p how to compress a directory
.SH EXIT STATUS
.TP
0
Successful execution.
.TP
1
No question provided, or an API error occurred.
.SH FILES
.TP
.I ~/.zsh_history
.TP
.I ~/.bash_history
.TP
.I ~/.history
Shell history files consulted in \fB\-H\fR mode.
.SH DEPENDENCIES
The following tools are expected at runtime:
.BR tldr (1),
.BR man (1),
.BR col (1),
.BR glow (1),
.BR less (1).
.SH BUGS
Report issues at \fIhttps://github.com/anomalyco/opencode/issues\fR.
.SH AUTHORS
Ole
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module ask
go 1.26.2
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package main
import (
"bytes"
"encoding/json"
"flag"
"fmt"
"io"
"net/http"
"os"
"os/exec"
"path/filepath"
"strings"
)
const defaultBaseURL = "http://10.0.2.145:8090/v1"
type chatMessage struct {
Role string `json:"role"`
Content string `json:"content"`
}
type chatRequest struct {
Model string `json:"model"`
Messages []chatMessage `json:"messages"`
}
type chatResponse struct {
Choices []struct {
Message chatMessage `json:"message"`
} `json:"choices"`
}
func main() {
help := flag.Bool("h", false, "Show help")
history := flag.Bool("H", false, "Answer questions about shell history")
question := flag.Bool("q", false, "Answer general questions, render with glow")
paginate := flag.Bool("p", false, "Paginate output using less")
flag.Parse()
if *help {
printHelp()
return
}
args := flag.Args()
if len(args) == 0 {
fmt.Fprintln(os.Stderr, "Error: no question provided")
os.Exit(1)
}
query := strings.Join(args, " ")
if *history {
handleHistory(query, *paginate)
return
}
if *question {
handleQuestion(query, *paginate)
return
}
handleCommand(query, *paginate)
}
func printHelp() {
fmt.Println(`Usage: ask [options] <question>
Options:
-h Show this help
-H Answer questions about your shell history
-q Answer general command questions (output rendered with glow)
-p Paginate output using less
Examples:
ask how to find large files
ask -H what command did I use for docker yesterday
ask -q how does rsync work
ask -p how to compress a directory`)
}
func getBaseURL() string {
if v := os.Getenv("OPENAI_BASE_URL"); v != "" {
return strings.TrimRight(v, "/")
}
return defaultBaseURL
}
func getAPIKey() string {
return os.Getenv("OPENAI_API_KEY")
}
func getModel() string {
if v := os.Getenv("OPENAI_MODEL"); v != "" {
return v
}
return "gpt-4o-mini"
}
func chat(messages []chatMessage) (string, error) {
reqBody := chatRequest{
Model: getModel(),
Messages: messages,
}
body, err := json.Marshal(reqBody)
if err != nil {
return "", fmt.Errorf("marshal request: %w", err)
}
url := getBaseURL() + "/chat/completions"
req, err := http.NewRequest("POST", url, bytes.NewReader(body))
if err != nil {
return "", fmt.Errorf("create request: %w", err)
}
req.Header.Set("Content-Type", "application/json")
if key := getAPIKey(); key != "" {
req.Header.Set("Authorization", "Bearer "+key)
}
resp, err := http.DefaultClient.Do(req)
if err != nil {
return "", fmt.Errorf("http request: %w", err)
}
defer resp.Body.Close()
respBody, err := io.ReadAll(resp.Body)
if err != nil {
return "", fmt.Errorf("read response: %w", err)
}
if resp.StatusCode != 200 {
return "", fmt.Errorf("API error (%d): %s", resp.StatusCode, string(respBody))
}
var cr chatResponse
if err := json.Unmarshal(respBody, &cr); err != nil {
return "", fmt.Errorf("parse response: %w", err)
}
if len(cr.Choices) == 0 {
return "", fmt.Errorf("no choices in response")
}
return cr.Choices[0].Message.Content, nil
}
func runCmd(name string, arg ...string) (string, error) {
var out, stderr bytes.Buffer
cmd := exec.Command(name, arg...)
cmd.Stdout = &out
cmd.Stderr = &stderr
err := cmd.Run()
if err != nil {
return strings.TrimSpace(out.String()), fmt.Errorf("%s: %w\n%s", name, err, strings.TrimSpace(stderr.String()))
}
return strings.TrimSpace(out.String()), nil
}
func getTLDR(tool string) string {
out, err := runCmd("tldr", tool)
if err != nil {
return ""
}
return out
}
func getManPage(tool string) string {
// man pages can be long; limit via col -b for cleaner text
cmd := exec.Command("sh", "-c", fmt.Sprintf("man %s 2>/dev/null | col -b", tool))
var out bytes.Buffer
cmd.Stdout = &out
_ = cmd.Run()
result := strings.TrimSpace(out.String())
if result == "" {
return ""
}
if len(result) > 6000 {
result = result[:6000] + "\n... (truncated)"
}
return result
}
func getShellHistory() string {
home, err := os.UserHomeDir()
if err != nil {
return ""
}
candidates := []string{
filepath.Join(home, ".zsh_history"),
filepath.Join(home, ".bash_history"),
filepath.Join(home, ".history"),
}
for _, p := range candidates {
data, err := os.ReadFile(p)
if err == nil && len(data) > 0 {
lines := strings.Split(string(data), "\n")
if len(lines) > 200 {
lines = lines[len(lines)-200:]
}
return strings.Join(lines, "\n")
}
}
return ""
}
func writeOutput(text string, paginate bool) {
if paginate {
cmd := exec.Command("less", "-R")
cmd.Stdin = strings.NewReader(text)
cmd.Stdout = os.Stdout
cmd.Stderr = os.Stderr
_ = cmd.Run()
} else {
fmt.Print(text)
}
}
func handleCommand(query string, paginate bool) {
messages := []chatMessage{
{Role: "system", Content: "You identify Unix/Linux command-line tools from user questions. Respond with ONLY the tool name, nothing else. Example: 'how to find large files' -> 'find'. 'how to compress a directory' -> 'tar'. If no single tool fits, respond with 'general'."},
{Role: "user", Content: query},
}
tool, err := chat(messages)
if err != nil {
fmt.Fprintf(os.Stderr, "Error identifying tool: %v\n", err)
os.Exit(1)
}
tool = strings.TrimSpace(strings.ToLower(tool))
var contextParts []string
if tool != "general" && tool != "" {
if t := getTLDR(tool); t != "" {
contextParts = append(contextParts, "=== TLDR ===\n"+t)
}
if m := getManPage(tool); m != "" {
contextParts = append(contextParts, "=== MAN PAGE ===\n"+m)
}
}
context := strings.Join(contextParts, "\n\n")
systemPrompt := "You are a command-line expert. Given a user's question, provide the exact command line they need.\n"
if context != "" {
systemPrompt += "Use the context below for reference.\n\n" + context
}
systemPrompt += "\n\nIMPORTANT: Provide ONLY the command line, nothing else. Use placeholders like /path/to/dir or filename for things the user needs to customize. The command should be directly runnable after replacing placeholders. Do NOT include any explanation, markdown formatting, or backticks."
cmdMessages := []chatMessage{
{Role: "system", Content: systemPrompt},
{Role: "user", Content: query},
}
result, err := chat(cmdMessages)
if err != nil {
fmt.Fprintf(os.Stderr, "Error: %v\n", err)
os.Exit(1)
}
writeOutput(strings.TrimSpace(result)+"\n", paginate)
}
func handleHistory(query string, paginate bool) {
history := getShellHistory()
if history == "" {
fmt.Fprintln(os.Stderr, "Error: no shell history found")
os.Exit(1)
}
messages := []chatMessage{
{Role: "system", Content: fmt.Sprintf("You are analyzing a user's shell history. Answer their question about their command history based on the data below. Be specific and reference actual commands from their history.\n\nShell history (last 500 lines):\n%s", history)},
{Role: "user", Content: query},
}
result, err := chat(messages)
if err != nil {
fmt.Fprintf(os.Stderr, "Error: %v\n", err)
os.Exit(1)
}
writeOutput(strings.TrimSpace(result)+"\n", paginate)
}
func handleQuestion(query string, paginate bool) {
messages := []chatMessage{
{Role: "system", Content: "You are a command-line expert. Answer the user's question about commands and tools. Provide a terse, informative response in markdown format. Include specific command examples where relevant. Keep it concise but thorough."},
{Role: "user", Content: query},
}
result, err := chat(messages)
if err != nil {
fmt.Fprintf(os.Stderr, "Error: %v\n", err)
os.Exit(1)
}
if paginate {
cmd := exec.Command("less", "-R")
cmd.Stdin = strings.NewReader(result)
cmd.Stdout = os.Stdout
cmd.Stderr = os.Stderr
_ = cmd.Run()
} else {
cmd := exec.Command("glow")
cmd.Stdin = strings.NewReader(result)
cmd.Stdout = os.Stdout
cmd.Stderr = os.Stderr
_ = cmd.Run()
}
}
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#!/usr/bin/env bash
ASK="${ASK:-$(dirname "$0")/ask}"
PASS=0
FAIL=0
RESULTS=()
OUTFILE=$(mktemp /tmp/ask_test_out.XXXXXX)
ERRFILE=$(mktemp /tmp/ask_test_err.XXXXXX)
cleanup() {
rm -f "$OUTFILE" "$ERRFILE"
rm -f /tmp/ask_test_*.out /tmp/ask_test_*.err /tmp/ask_test_*.tmp /tmp/ask_test_*.tmp2
}
err() { echo " FAIL: $*" >&2; ((FAIL++)); }
ok() { echo " PASS"; ((PASS++)); }
run_test() {
local label=$1 expected_exit=$2
shift 2
> "$OUTFILE" > "$ERRFILE"
set +e
"$ASK" "$@" >"$OUTFILE" 2>"$ERRFILE"
local ec=$?
set -e
if [[ "$ec" -ne "$expected_exit" ]]; then
err "$label: expected exit $expected_exit, got $ec"
echo " stderr: $(head -c 200 "$ERRFILE" 2>/dev/null)"
return 1
fi
ok
RESULTS+=("$label: PASS")
return 0
}
check_stdout_not_empty() {
local label=$1
if [[ ! -s "$OUTFILE" ]]; then
err "$label: stdout is empty"
return 1
fi
return 0
}
check_stdout_contains() {
local label=$1 pattern=$2
if ! grep -q "$pattern" "$OUTFILE" 2>/dev/null; then
err "$label: stdout missing '$pattern'"
echo " stdout: $(head -c 200 "$OUTFILE")"
return 1
fi
return 0
}
check_stderr_contains() {
local label=$1 pattern=$2
if ! grep -q "$pattern" "$ERRFILE" 2>/dev/null; then
err "$label: stderr missing '$pattern'"
echo " stderr: $(head -c 200 "$ERRFILE")"
return 1
fi
return 0
}
check_exit_ok() {
local label=$1
if ! run_test "$label" 0 "${@:2}"; then
return 1
fi
return 0
}
echo "=== Test suite: ask CLI ==="
echo ""
# --- test 1: help output ---
echo "1) -h flag prints help"
if run_test "1) -h" 0 -h; then
check_stdout_contains "1) -h" "Usage: ask"
fi
# --- test 2: no arguments exits 1 ---
echo "2) no arguments exits with error"
if run_test "2) no args" 1; then
check_stderr_contains "2) no args" "no question"
fi
# --- test 3: default mode — simple command query ---
echo "3) default mode: list files by size"
if run_test "3) default" 0 how to list files by size; then
check_stdout_not_empty "3) default"
fi
# --- test 4: default mode — different tool ---
echo "4) default mode: kill process by name"
if run_test "4) default" 0 how to kill a process by name; then
check_stdout_not_empty "4) default"
fi
# --- test 5: -q flag (general question) ---
echo "5) -q mode: explain grep"
if run_test "5) -q" 0 -q explain grep; then
check_stdout_not_empty "5) -q"
fi
# --- test 6: -H flag (history query) ---
echo "6) -H mode: ask about docker usage"
if run_test "6) -H" 0 -H "did I use docker recently"; then
check_stdout_not_empty "6) -H"
fi
# --- test 7: -p flag paginates via less ---
echo "7) -p flag paginates via less"
# non-interactive: timeout after 2s, less exits 0 on normal, 141 on SIGPIPE, 124 on timeout
set +e
timeout 2 "$ASK" -p how to find large files >/dev/null 2>&1
ec=$?
set -e
if [[ "$ec" -eq 0 || "$ec" -eq 141 || "$ec" -eq 124 ]]; then
ok
RESULTS+=("7) -p paginate: PASS")
else
err "7) -p: unexpected exit $ec"
fi
# --- test 8: -q with -p combined ---
echo "8) -q -p combined"
set +e
timeout 2 "$ASK" -q -p "what is awk" >/dev/null 2>&1
ec=$?
set -e
if [[ "$ec" -eq 0 || "$ec" -eq 141 || "$ec" -eq 124 ]]; then
ok
RESULTS+=("8) -q -p: PASS")
else
err "8) -q -p: unexpected exit $ec"
fi
# --- test 9: query about a less common tool ---
echo "9) default mode: monitor disk IO"
if run_test "9) default" 0 how to monitor disk IO; then
check_stdout_not_empty "9) default"
fi
# --- test 10: -H with a different question ---
echo "10) -H mode: what commands today"
if run_test "10) -H" 0 -H "what commands did I run today"; then
check_stdout_not_empty "10) -H"
fi
cleanup
echo ""
echo "=== Results: $PASS pass, $FAIL fail ==="
exit $FAIL