Get skill proficiency by user
curl --request GET \
--url https://api.exec.com/rest/v1/skills/{skill_id}/proficiency \
--header 'Authorization: Bearer <token>'import requests
url = "https://api.exec.com/rest/v1/skills/{skill_id}/proficiency"
headers = {"Authorization": "Bearer <token>"}
response = requests.get(url, headers=headers)
print(response.text)const options = {method: 'GET', headers: {Authorization: 'Bearer <token>'}};
fetch('https://api.exec.com/rest/v1/skills/{skill_id}/proficiency', options)
.then(res => res.json())
.then(res => console.log(res))
.catch(err => console.error(err));<?php
$curl = curl_init();
curl_setopt_array($curl, [
CURLOPT_URL => "https://api.exec.com/rest/v1/skills/{skill_id}/proficiency",
CURLOPT_RETURNTRANSFER => true,
CURLOPT_ENCODING => "",
CURLOPT_MAXREDIRS => 10,
CURLOPT_TIMEOUT => 30,
CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
CURLOPT_CUSTOMREQUEST => "GET",
CURLOPT_HTTPHEADER => [
"Authorization: Bearer <token>"
],
]);
$response = curl_exec($curl);
$err = curl_error($curl);
curl_close($curl);
if ($err) {
echo "cURL Error #:" . $err;
} else {
echo $response;
}package main
import (
"fmt"
"net/http"
"io"
)
func main() {
url := "https://api.exec.com/rest/v1/skills/{skill_id}/proficiency"
req, _ := http.NewRequest("GET", url, nil)
req.Header.Add("Authorization", "Bearer <token>")
res, _ := http.DefaultClient.Do(req)
defer res.Body.Close()
body, _ := io.ReadAll(res.Body)
fmt.Println(string(body))
}HttpResponse<String> response = Unirest.get("https://api.exec.com/rest/v1/skills/{skill_id}/proficiency")
.header("Authorization", "Bearer <token>")
.asString();require 'uri'
require 'net/http'
url = URI("https://api.exec.com/rest/v1/skills/{skill_id}/proficiency")
http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true
request = Net::HTTP::Get.new(url)
request["Authorization"] = 'Bearer <token>'
response = http.request(request)
puts response.read_body{
"data": [
{
"user": {
"id": "u1a2b3c4d5e6",
"email": "[email protected]",
"first_name": "Jane",
"last_name": "Smith"
},
"score": 82,
"tier": "proficient",
"observation_count": 14,
"last_practiced_at": "2026-03-12T10:00:00Z"
},
{
"user": {
"id": "u7v8w9x0y1z2",
"email": "[email protected]",
"first_name": "Bob",
"last_name": "Jones"
},
"score": null,
"tier": "insufficient_data",
"observation_count": 2,
"last_practiced_at": "2026-03-10T15:30:00Z"
}
],
"pagination": {
"page": 1,
"page_size": 50,
"total_count": 2,
"total_pages": 1
}
}{
"error": {
"type": "authentication_error",
"code": "invalid_api_key",
"message": "Invalid or inactive API key"
}
}{
"error": {
"type": "not_found",
"message": "Scenario not found: abc123"
}
}Skills
Get skill proficiency by user
Returns per-user proficiency data for a specific skill.
Proficiency uses time-decay weighted scoring across all observations (roleplay sessions
and calls combined). Recent observations count more than older ones (30-day half-life).
A minimum of 3 observations is required before a proficiency score is calculated.
Proficiency tiers: `excellent` (≥90), `proficient` (≥75), `developing` (≥50),
`needs_work` (<50), `insufficient_data` (<3 observations).
Only users with at least one observation are included in the response. If no user
filters are provided, returns proficiency for all workspace members who have practiced
this skill.
GET
/
skills
/
{skill_id}
/
proficiency
Get skill proficiency by user
curl --request GET \
--url https://api.exec.com/rest/v1/skills/{skill_id}/proficiency \
--header 'Authorization: Bearer <token>'import requests
url = "https://api.exec.com/rest/v1/skills/{skill_id}/proficiency"
headers = {"Authorization": "Bearer <token>"}
response = requests.get(url, headers=headers)
print(response.text)const options = {method: 'GET', headers: {Authorization: 'Bearer <token>'}};
fetch('https://api.exec.com/rest/v1/skills/{skill_id}/proficiency', options)
.then(res => res.json())
.then(res => console.log(res))
.catch(err => console.error(err));<?php
$curl = curl_init();
curl_setopt_array($curl, [
CURLOPT_URL => "https://api.exec.com/rest/v1/skills/{skill_id}/proficiency",
CURLOPT_RETURNTRANSFER => true,
CURLOPT_ENCODING => "",
CURLOPT_MAXREDIRS => 10,
CURLOPT_TIMEOUT => 30,
CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
CURLOPT_CUSTOMREQUEST => "GET",
CURLOPT_HTTPHEADER => [
"Authorization: Bearer <token>"
],
]);
$response = curl_exec($curl);
$err = curl_error($curl);
curl_close($curl);
if ($err) {
echo "cURL Error #:" . $err;
} else {
echo $response;
}package main
import (
"fmt"
"net/http"
"io"
)
func main() {
url := "https://api.exec.com/rest/v1/skills/{skill_id}/proficiency"
req, _ := http.NewRequest("GET", url, nil)
req.Header.Add("Authorization", "Bearer <token>")
res, _ := http.DefaultClient.Do(req)
defer res.Body.Close()
body, _ := io.ReadAll(res.Body)
fmt.Println(string(body))
}HttpResponse<String> response = Unirest.get("https://api.exec.com/rest/v1/skills/{skill_id}/proficiency")
.header("Authorization", "Bearer <token>")
.asString();require 'uri'
require 'net/http'
url = URI("https://api.exec.com/rest/v1/skills/{skill_id}/proficiency")
http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true
request = Net::HTTP::Get.new(url)
request["Authorization"] = 'Bearer <token>'
response = http.request(request)
puts response.read_body{
"data": [
{
"user": {
"id": "u1a2b3c4d5e6",
"email": "[email protected]",
"first_name": "Jane",
"last_name": "Smith"
},
"score": 82,
"tier": "proficient",
"observation_count": 14,
"last_practiced_at": "2026-03-12T10:00:00Z"
},
{
"user": {
"id": "u7v8w9x0y1z2",
"email": "[email protected]",
"first_name": "Bob",
"last_name": "Jones"
},
"score": null,
"tier": "insufficient_data",
"observation_count": 2,
"last_practiced_at": "2026-03-10T15:30:00Z"
}
],
"pagination": {
"page": 1,
"page_size": 50,
"total_count": 2,
"total_pages": 1
}
}{
"error": {
"type": "authentication_error",
"code": "invalid_api_key",
"message": "Invalid or inactive API key"
}
}{
"error": {
"type": "not_found",
"message": "Scenario not found: abc123"
}
}Authorizations
API key created in Settings > API.
Format: exec_live_ followed by 40 alphanumeric characters.
Path Parameters
The skill's unique identifier (UUID)
Query Parameters
Comma-separated user IDs to filter by. When combined with user_emails, results are unioned (all matching users from either list are included).
Comma-separated user email addresses to filter by. When combined with user_ids, results are unioned (all matching users from either list are included).
Example:
Comma-separated workspace group IDs to filter by
Calculate proficiency as of this date (ISO 8601). Defaults to now.
Exclude sessions from system users (emails ending in @exec.com). Default false.
Page number (1-indexed)
Required range:
x >= 1Number of results per page (max 100)
Required range:
1 <= x <= 100