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Telnyx Video - curl · team-telnyx | DecimalAI

team-telnyx/telnyx-video-curl

SkillScore92Maintained

Create and manage video rooms for real-time video communication and conferencing. This skill provides REST API (curl) examples.

codingby team-telnyx

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

Coding pack

1 · One-time — install the CLI (docs ↗)

pip install decimalai

2 · Get the skill — writes .claude/skills/team-telnyx-telnyx-video-curl/SKILL.md

decimalai skills pull team-telnyx-telnyx-video-curl --out .claude/skills/

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/team-telnyx-telnyx-video-curl/SKILL.md https://app.decimal.ai/s/team-telnyx-telnyx-video-curl/SKILL.md

Raw file: /s/team-telnyx-telnyx-video-curl/SKILL.md ↗ · machine-readable summary at /s/team-telnyx-telnyx-video-curl.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

24 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 7d ago

Yes — +21% lift · at higher cost+406% tokens0% turns92% of whole cases pass with skill (22/24)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-02	✗→✓	▲ Improved	386%	0%
case-05	✗→✓	▲ Improved	657%	0%
case-08	✗→✓	▲ Improved	658%	0%
case-10	✗→✓	▲ Improved	349%	0%
case-15	✗→✓	▲ Improved	509%	0%

Showing 5 of 24 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

team-telnyx / ai

skills/telnyx-video-curl/SKILL.md

View on GitHub ↗

License MITImported 8/10/2026Version v1

Skill contents

SKILL.md

Telnyx Video - curl

Installation

text
# curl is pre-installed on macOS, Linux, and Windows 10+

Setup

bash
export TELNYX_API_KEY="YOUR_API_KEY_HERE"

All examples below use $TELNYX_API_KEY for authentication.

Error Handling

All API calls can fail with network errors, rate limits (429), validation errors (422), or authentication errors (401). Always handle errors in production code:

bash
# Check HTTP status code in response
response=$(curl -s -w "\n%{http_code}" \
  -X POST "https://api.telnyx.com/v2/messages" \
  -H "Authorization: Bearer $TELNYX_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"to": "+13125550001", "from": "+13125550002", "text": "Hello"}')

http_code=$(echo "$response" | tail -1)
body=$(echo "$response" | sed '$d')

case $http_code in
  2*) echo "Success: $body" ;;
  422) echo "Validation error — check required fields and formats" ;;
  429) echo "Rate limited — retry after delay"; sleep 1 ;;
  401) echo "Authentication failed — check TELNYX_API_KEY" ;;
  *)   echo "Error $http_code: $body" ;;
esac

Common error codes: 401 invalid API key, 403 insufficient permissions, 404 resource not found, 422 validation error (check field formats), 429 rate limited (retry with exponential backoff).

View a list of room compositions.

GET /room_compositions

bash
curl -H "Authorization: Bearer $TELNYX_API_KEY" "https://api.telnyx.com/v2/room_compositions"

Returns: completed_at (date-time), created_at (date-time), download_url (string), duration_secs (integer), ended_at (date-time), format (enum: mp4), id (uuid), record_type (string), resolution (string), room_id (uuid), session_id (uuid), size_mb (float), started_at (date-time), status (enum: completed, enqueued, processing), updated_at (date-time), user_id (uuid), video_layout (object), webhook_event_failover_url (uri), webhook_event_url (uri), webhook_timeout_secs (integer)

Create a room composition.

Asynchronously create a room composition.

POST /room_compositions

Optional: format (string), resolution (string), session_id (uuid), video_layout (object), webhook_event_failover_url (uri), webhook_event_url (uri), webhook_timeout_secs (integer)

bash
curl \
  -X POST \
  -H "Authorization: Bearer $TELNYX_API_KEY" \
  -H "Content-Type: application/json" \
  "https://api.telnyx.com/v2/room_compositions"

Returns: completed_at (date-time), created_at (date-time), download_url (string), duration_secs (integer), ended_at (date-time), format (enum: mp4), id (uuid), record_type (string), resolution (string), room_id (uuid), session_id (uuid), size_mb (float), started_at (date-time), status (enum: completed, enqueued, processing), updated_at (date-time), user_id (uuid), video_layout (object), webhook_event_failover_url (uri), webhook_event_url (uri), webhook_timeout_secs (integer)

View a room composition.

GET /room_compositions/{room_composition_id}

bash
curl -H "Authorization: Bearer $TELNYX_API_KEY" "https://api.telnyx.com/v2/room_compositions/5219b3af-87c6-4c08-9b58-5a533d893e21"

Returns: completed_at (date-time), created_at (date-time), download_url (string), duration_secs (integer), ended_at (date-time), format (enum: mp4), id (uuid), record_type (string), resolution (string), room_id (uuid), session_id (uuid), size_mb (float), started_at (date-time), status (enum: completed, enqueued, processing), updated_at (date-time), user_id (uuid), video_layout (object), webhook_event_failover_url (uri), webhook_event_url (uri), webhook_timeout_secs (integer)

Delete a room composition.

Synchronously delete a room composition.

DELETE /room_compositions/{room_composition_id}

bash
curl \
  -X DELETE \
  -H "Authorization: Bearer $TELNYX_API_KEY" \
  "https://api.telnyx.com/v2/room_compositions/5219b3af-87c6-4c08-9b58-5a533d893e21"

View a list of room participants.

GET /room_participants

bash
curl -H "Authorization: Bearer $TELNYX_API_KEY" "https://api.telnyx.com/v2/room_participants"

Returns: context (string), id (uuid), joined_at (date-time), left_at (date-time), record_type (string), session_id (uuid), updated_at (date-time)

View a room participant.

GET /room_participants/{room_participant_id}

bash
curl -H "Authorization: Bearer $TELNYX_API_KEY" "https://api.telnyx.com/v2/room_participants/0ccc7b54-4df3-4bca-a65a-3da1ecc777f0"

Returns: context (string), id (uuid), joined_at (date-time), left_at (date-time), record_type (string), session_id (uuid), updated_at (date-time)

View a list of room recordings.

GET /room_recordings

bash
curl -H "Authorization: Bearer $TELNYX_API_KEY" "https://api.telnyx.com/v2/room_recordings"

Returns: codec (string), completed_at (date-time), created_at (date-time), download_url (string), duration_secs (integer), ended_at (date-time), id (uuid), participant_id (uuid), record_type (string), room_id (uuid), session_id (uuid), size_mb (float), started_at (date-time), status (enum: completed, processing), type (enum: audio, video), updated_at (date-time)

Delete several room recordings in a bulk.

DELETE /room_recordings

bash
curl \
  -X DELETE \
  -H "Authorization: Bearer $TELNYX_API_KEY" \
  "https://api.telnyx.com/v2/room_recordings"

Returns: room_recordings (integer)

View a room recording.

GET /room_recordings/{room_recording_id}

bash
curl -H "Authorization: Bearer $TELNYX_API_KEY" "https://api.telnyx.com/v2/room_recordings/0ccc7b54-4df3-4bca-a65a-3da1ecc777f0"

Returns: codec (string), completed_at (date-time), created_at (date-time), download_url (string), duration_secs (integer), ended_at (date-time), id (uuid), participant_id (uuid), record_type (string), room_id (uuid), session_id (uuid), size_mb (float), started_at (date-time), status (enum: completed, processing), type (enum: audio, video), updated_at (date-time)

Delete a room recording.

Synchronously delete a Room Recording.

DELETE /room_recordings/{room_recording_id}

bash
curl \
  -X DELETE \
  -H "Authorization: Bearer $TELNYX_API_KEY" \
  "https://api.telnyx.com/v2/room_recordings/0ccc7b54-4df3-4bca-a65a-3da1ecc777f0"

View a list of room sessions.

GET /room_sessions

bash
curl -H "Authorization: Bearer $TELNYX_API_KEY" "https://api.telnyx.com/v2/room_sessions?include_participants=True"

Returns: active (boolean), created_at (date-time), ended_at (date-time), id (uuid), participants (arrayobject]), record_type (string), room_id (uuid), updated_at (date-time)

View a room session.

GET /room_sessions/{room_session_id}

bash
curl -H "Authorization: Bearer $TELNYX_API_KEY" "https://api.telnyx.com/v2/room_sessions/0ccc7b54-4df3-4bca-a65a-3da1ecc777f0?include_participants=True"

Returns: active (boolean), created_at (date-time), ended_at (date-time), id (uuid), participants (arrayobject]), record_type (string), room_id (uuid), updated_at (date-time)

End a room session.

Note: this will also kick all participants currently present in the room

POST /room_sessions/{room_session_id}/actions/end

bash
curl \
  -X POST \
  -H "Authorization: Bearer $TELNYX_API_KEY" \
  -H "Content-Type: application/json" \
  "https://api.telnyx.com/v2/room_sessions/0ccc7b54-4df3-4bca-a65a-3da1ecc777f0/actions/end"

Returns: result (string)

Kick participants from a room session.

POST /room_sessions/{room_session_id}/actions/kick

Optional: exclude (arraystring]), participants (object)

bash
curl \
  -X POST \
  -H "Authorization: Bearer $TELNYX_API_KEY" \
  -H "Content-Type: application/json" \
  "https://api.telnyx.com/v2/room_sessions/0ccc7b54-4df3-4bca-a65a-3da1ecc777f0/actions/kick"

Returns: result (string)

Mute participants in room session.

POST /room_sessions/{room_session_id}/actions/mute

Optional: exclude (arraystring]), participants (object)

bash
curl \
  -X POST \
  -H "Authorization: Bearer $TELNYX_API_KEY" \
  -H "Content-Type: application/json" \
  "https://api.telnyx.com/v2/room_sessions/0ccc7b54-4df3-4bca-a65a-3da1ecc777f0/actions/mute"

Returns: result (string)

Unmute participants in room session.

POST /room_sessions/{room_session_id}/actions/unmute

Optional: exclude (arraystring]), participants (object)

bash
curl \
  -X POST \
  -H "Authorization: Bearer $TELNYX_API_KEY" \
  -H "Content-Type: application/json" \
  "https://api.telnyx.com/v2/room_sessions/0ccc7b54-4df3-4bca-a65a-3da1ecc777f0/actions/unmute"

Returns: result (string)

View a list of room participants.

GET /room_sessions/{room_session_id}/participants

bash
curl -H "Authorization: Bearer $TELNYX_API_KEY" "https://api.telnyx.com/v2/room_sessions/0ccc7b54-4df3-4bca-a65a-3da1ecc777f0/participants"

Returns: context (string), id (uuid), joined_at (date-time), left_at (date-time), record_type (string), session_id (uuid), updated_at (date-time)

View a list of rooms.

GET /rooms

bash
curl -H "Authorization: Bearer $TELNYX_API_KEY" "https://api.telnyx.com/v2/rooms?include_sessions=True"

Returns: active_session_id (uuid), created_at (date-time), enable_recording (boolean), id (uuid), max_participants (integer), record_type (string), sessions (arrayobject]), unique_name (string), updated_at (date-time), webhook_event_failover_url (uri), webhook_event_url (uri), webhook_timeout_secs (integer)

Create a room.

Synchronously create a Room.

POST /rooms

Optional: enable_recording (boolean), max_participants (integer), unique_name (string), webhook_event_failover_url (uri), webhook_event_url (uri), webhook_timeout_secs (integer)

bash
curl \
  -X POST \
  -H "Authorization: Bearer $TELNYX_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
      "unique_name": "my-meeting-room",
      "max_participants": 10
  }' \
  "https://api.telnyx.com/v2/rooms"

Returns: active_session_id (uuid), created_at (date-time), enable_recording (boolean), id (uuid), max_participants (integer), record_type (string), sessions (arrayobject]), unique_name (string), updated_at (date-time), webhook_event_failover_url (uri), webhook_event_url (uri), webhook_timeout_secs (integer)

View a room.

GET /rooms/{room_id}

bash
curl -H "Authorization: Bearer $TELNYX_API_KEY" "https://api.telnyx.com/v2/rooms/0ccc7b54-4df3-4bca-a65a-3da1ecc777f0?include_sessions=True"

Returns: active_session_id (uuid), created_at (date-time), enable_recording (boolean), id (uuid), max_participants (integer), record_type (string), sessions (arrayobject]), unique_name (string), updated_at (date-time), webhook_event_failover_url (uri), webhook_event_url (uri), webhook_timeout_secs (integer)

Update a room.

Synchronously update a Room.

PATCH /rooms/{room_id}

Optional: enable_recording (boolean), max_participants (integer), unique_name (string), webhook_event_failover_url (uri), webhook_event_url (uri), webhook_timeout_secs (integer)

bash
curl \
  -X PATCH \
  -H "Authorization: Bearer $TELNYX_API_KEY" \
  -H "Content-Type: application/json" \
  "https://api.telnyx.com/v2/rooms/0ccc7b54-4df3-4bca-a65a-3da1ecc777f0"

Returns: active_session_id (uuid), created_at (date-time), enable_recording (boolean), id (uuid), max_participants (integer), record_type (string), sessions (arrayobject]), unique_name (string), updated_at (date-time), webhook_event_failover_url (uri), webhook_event_url (uri), webhook_timeout_secs (integer)

Delete a room.

Synchronously delete a Room. Participants from that room will be kicked out, they won't be able to join that room anymore, and you won't be charged anymore for that room.

DELETE /rooms/{room_id}

bash
curl \
  -X DELETE \
  -H "Authorization: Bearer $TELNYX_API_KEY" \
  "https://api.telnyx.com/v2/rooms/0ccc7b54-4df3-4bca-a65a-3da1ecc777f0"

Create Client Token to join a room.

Synchronously create an Client Token to join a Room. Client Token is necessary to join a Telnyx Room. Client Token will expire after token_ttl_secs, a Refresh Token is also provided to refresh a Client Token, the Refresh Token expires after refresh_token_ttl_secs.

POST /rooms/{room_id}/actions/generate_join_client_token

Optional: refresh_token_ttl_secs (integer), token_ttl_secs (integer)

bash
curl \
  -X POST \
  -H "Authorization: Bearer $TELNYX_API_KEY" \
  -H "Content-Type: application/json" \
  "https://api.telnyx.com/v2/rooms/0ccc7b54-4df3-4bca-a65a-3da1ecc777f0/actions/generate_join_client_token"

Returns: refresh_token (string), refresh_token_expires_at (date-time), token (string), token_expires_at (date-time)

Refresh Client Token to join a room.

Synchronously refresh an Client Token to join a Room. Client Token is necessary to join a Telnyx Room. Client Token will expire after token_ttl_secs.

POST /rooms/{room_id}/actions/refresh_client_token — Required: refresh_token

Optional: token_ttl_secs (integer)

bash
curl \
  -X POST \
  -H "Authorization: Bearer $TELNYX_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
  "refresh_token": "eyJhbGciOiJIUzUxMiIsInR5cCI6IkpXVCJ9.eyJhdWQiOiJ0ZWxueXhfdGVsZXBob255IiwiZXhwIjoxNTkwMDEwMTQzLCJpYXQiOjE1ODc1OTA5NDMsImlzcyI6InRlbG55eF90ZWxlcGhvbnkiLCJqdGkiOiJiOGM3NDgzNy1kODllLTRhNjUtOWNmMi0zNGM3YTZmYTYwYzgiLCJuYmYiOjE1ODc1OTA5NDIsInN1YiI6IjVjN2FjN2QwLWRiNjUtNGYxMS05OGUxLWVlYzBkMWQ1YzZhZSIsInRlbF90b2tlbiI6InJqX1pra1pVT1pNeFpPZk9tTHBFVUIzc2lVN3U2UmpaRmVNOXMtZ2JfeENSNTZXRktGQUppTXlGMlQ2Q0JSbWxoX1N5MGlfbGZ5VDlBSThzRWlmOE1USUlzenl6U2xfYURuRzQ4YU81MHlhSEd1UlNZYlViU1ltOVdJaVEwZz09IiwidHlwIjoiYWNjZXNzIn0.gNEwzTow5MLLPLQENytca7pUN79PmPj6FyqZWW06ZeEmesxYpwKh0xRtA0TzLh6CDYIRHrI8seofOO0YFGDhpQ"
}' \
  "https://api.telnyx.com/v2/rooms/0ccc7b54-4df3-4bca-a65a-3da1ecc777f0/actions/refresh_client_token"

Returns: token (string), token_expires_at (date-time)

View a list of room sessions.

GET /rooms/{room_id}/sessions

bash
curl -H "Authorization: Bearer $TELNYX_API_KEY" "https://api.telnyx.com/v2/rooms/0ccc7b54-4df3-4bca-a65a-3da1ecc777f0/sessions?include_participants=True"

Returns: active (boolean), created_at (date-time), ended_at (date-time), id (uuid), participants (arrayobject]), record_type (string), room_id (uuid), updated_at (date-time)

Want to see if team-telnyx/telnyx-video-curl would activate on your phrasing? Try it before you install — no LLM call, no signup.

Latest benchmark · publisher runVerified

8/22/2026, 14:28 UTC · 24 cases

Lift

+21%

92% vs 71%

Agent turns

0%

1.0 vs 1.0

Tokens

+406%

6,103.33 vs 1,206.21

fail → pass · 6pass → pass · 16fail → fail · 1pass → fail · 1

Per-case results (24)

Case	Status	Duration (ms)			Turns			Tokens			Tool calls
Case	Status	Without	With	Δ	Without	With	Δ	Without	With	Δ	Without	With	Δ
case-01 Write a cURL command to create a new Telnyx video room with unique_name 'standup-room' and a limit of 15 participants. Provide the cURL request.	pass→pass	3,384	2,600	-23%	1	1	0%	671	5,969	+790%	0	0	—
case-02 I want to issue a client join token for Telnyx video room ID 'room-123-abc'. What cURL request should I run?	fail→pass	6,640	3,586	-46%	1	1	0%	1,271	6,176	+386%	0	0	—
case-03 Write a cURL command to refresh a Telnyx room client token for room 'room-123-abc' using the refresh token 'ref_token_xyz_99'.	pass→pass	5,797	2,251	-61%	1	1	0%	1,132	5,896	+421%	0	0	—
case-04 Write a cURL command to forcibly terminate an active room session 'sess-456-def' in Telnyx Video.	pass→pass	4,381	2,526	-42%	1	1	0%	857	5,991	+599%	0	0	—
case-05 Show the cURL command to kick all participants out of Telnyx video room session 'sess-789-ghi'.	fail→pass	4,312	4,113	-5%	1	1	0%	827	6,261	+657%	0	0	—
case-06 How do I mute participants in an active Telnyx room session 'sess-101-jkl' via cURL?	pass→pass	9,541	4,105	-57%	1	1	0%	1,705	6,303	+270%	0	0	—
case-07 Construct a cURL call to unmute participants in Telnyx video session 'sess-202-mno'.	pass→pass	6,661	2,043	-69%	1	1	0%	1,250	5,852	+368%	0	0	—
case-08 Provide a cURL command to retrieve all Telnyx video rooms and include their session history.	fail→pass	19,902	4,087	-79%	1	1	0%	786	5,954	+658%	0	0	—
case-17 Write a cURL request to retrieve metadata for Telnyx room recording 'rec-333-ccc'.	pass→pass	3,317	2,066	-38%	1	1	0%	529	5,890	+1013%	0	0	—
case-09 Write a cURL request to list active and past Telnyx room sessions along with their participant list.	fail→fail	8,679	4,542	-48%	1	1	0%	1,541	6,437	+318%	0	0	—
case-10 How do I fetch details for a single Telnyx room 'room-999-zzz' including its session details using cURL?	fail→pass	7,781	2,632	-66%	1	1	0%	1,336	5,995	+349%	0	0	—
case-11 What cURL request updates room 'room-888-yyy' settings in Telnyx Video?	pass→pass	5,654	3,225	-43%	1	1	0%	1,096	6,104	+457%	0	0	—
case-12 Provide a cURL command to remove room 'room-777-xxx' from Telnyx Video.	pass→pass	2,921	2,837	-3%	1	1	0%	564	5,979	+960%	0	0	—
case-13 How can I fetch all Telnyx room compositions via cURL?	pass→pass	8,443	2,213	-74%	1	1	0%	1,693	5,901	+249%	0	0	—
case-14 Write a cURL request to asynchronously initiate a new room composition in Telnyx Video.	pass→pass	6,487	3,162	-51%	1	1	0%	1,179	6,068	+415%	0	0	—
case-15 Write a cURL command to delete room composition 'comp-111-aaa'.	fail→pass	5,363	2,207	-59%	1	1	0%	967	5,886	+509%	0	0	—
case-16 How do I perform a bulk deletion of room recordings using a single cURL command in Telnyx Video?	pass→pass	9,353	2,543	-73%	1	1	0%	1,788	6,007	+236%	0	0	—
case-18 Write a cURL request to delete a specific Telnyx room recording with ID 'rec-777-ddd'.	pass→pass	2,876	2,415	-16%	1	1	0%	512	5,918	+1056%	0	0	—
case-19 What cURL request lists all participants associated with Telnyx room session 'sess-555-eee'?	pass→pass	10,273	3,070	-70%	1	1	0%	1,641	6,041	+268%	0	0	—
case-20 How do I inspect a single room participant with ID 'part-444-fff' using cURL?	fail→pass	7,609	2,584	-66%	1	1	0%	1,465	5,981	+308%	0	0	—
case-21 Write a bash script snippet using cURL to make an HTTP request to Telnyx API while capturing the HTTP status code to handle rate limiting (429) specifically.	pass→pass	9,755	6,036	-38%	1	1	0%	1,993	6,752	+239%	0	0	—
case-22 Write a cURL command to answer an incoming voice call with call control ID 'call-123-abc' using the Telnyx Voice API.	pass→pass	3,868	3,172	-18%	1	1	0%	682	6,107	+795%	0	0	—
case-23 Show a cURL command to send an outbound SMS text message from '+13125550002' to '+13125550001' with content 'Hello' using Telnyx API.	pass→pass	3,310	3,175	-4%	1	1	0%	688	6,202	+801%	0	0	—
case-24 How do I initialize a client connection to join a room in a JavaScript browser application using the Telnyx WebRTC SDK library?	pass→fail	14,725	6,915	-53%	1	1	0%	2,776	6,810	+145%	0	0	—

These cases were also screened by the skill’s intent / safety pass.See the Trust review ↗Reproduce this benchmark in Colab ↗

How this skill was measured

DecimalAI ran this skill against gemini-3.6-flash twice over the same eval suite — once with the skill loaded and once without — and compared the two runs case by case. 24 cases were attempted. The headline lift of +21 percentage points is the difference between those two pass rates over the 24 comparable cases. 1 case got worse with the skill loaded, and it is included in that figure.

Model measured: gemini-3.6-flash
Graded by: gemini-3.6-flash
Grading method: judged
Verification: verified
Pass rate without the skill: 70.8%
Pass rate with the skill: 91.7%
Cases attempted: 24
Cases counted toward lift: 24
Cases that regressed: 1
Skill version measured: v1
Run completed: 8/22/2026, 14:28 UTC

Measured example — same prompt, with vs. without the skill · from the benchmark run · case case-02

Prompt

I want to issue a client join token for Telnyx video room ID 'room-123-abc'. What cURL request should I run?

Without the skill loaded, the model failed this case. With it loaded, the same prompt on the same model passed. This is one improved case from the latest verified run; every case, including any that regressed, is in the table above.

Show both answers

SkillScore blends 4 signals1 of 4 complete

BenchmarkPass rate WITH skill on a verified run92

Live evalNeeds ≥20 evaluated traces in 30 days

AI ratingNeeds ≥10 rated traces

AdoptionNeeds ≥10 serves across ≥2 orgs in 30 days

Efficiency · separate axis (at equal correctness)+0% turns+439% tokens

Shown for transparency; not credited unless a verified run shows no correctness regression.

Backed by 1 of 4 signals — each added signal makes the score more robust.

Verified on gemini-3.6-flash · re-tested 6 days ago

Other measured skills in the registry, with their headline benchmark lift.