--channels plugin:telegram@claude-plugins-official --dangerously-skip-permissions and /gsd
But in all seriousness and speaking only for myself, coding up solutions to long-standing issues (or newly emerging ones) has become a definitive part of the iterative ideation loop. I look at the time required to do this work as an investment in both my future and the longevity of Flame in said future.
Yesterday, in-between the hours, I knocked out a few milestones on my long running Forge project. First was a simple hook that you execute on a segment which reads if there are any transforms on a segment (resize, 2d transform, action) and condenses them to a single action. Took a bit of time mainly testing cases before I could roll it out, but no it’s done and it will save me a ton of time in the future.
The other thing I finally wrapped was injecting multiple source versions into a segment for a series of different role types. The system I’m building tracks media and builds a catalog of what media exists in a project on the filesystem. It assigns roles to them based on their location of ingest. For example there’s a role for footage_graded or footage_raw or footage_transcodes etc and that role has a canonical location derived of the filesystem tree for project based roles and the shot publishing template for shot based roles. So media has a context, a role and a location. What this hook does is look in those locations for media roles that match the same metadata as the selected segment and presents the user with a series of matches found for that particular segment–things like, raws or transcodes, or more importantly alt grades.
The user selects all the matches and then the hook creates an openclip with all the versions named and stacked and swaps it in for the selected segment. Then in the timeline I get this:
Getting this part of the system to work correctly has taken a while. Not because it’s particularly hard, but because of all the other work that led to the point where this was even possible. Only time will tell if that time was time well spent but I suspect it was–I can’t even fathom all of the time I’ve spent looking for alt versions, raws or transcodes or whatever of a given segment, cutting them into place swapping them into a timeline, etc. This is a menu and a couple clicks and done.
And ultimately once I get a few more pieces built I’ll flip that repo and maybe someone else can save some time on future.
This morning while all the sleepyheads are waking up, I made some coffee and I’m looking at this @randy
(forge) cnoellert@portofino teraguchi % python3 tools/teraguchi-mac-setup
==================================================
Teraguchi macOS Server Setup Wizard
==================================================
[INFO] Python interpreter: /Users/cnoellert/miniconda3/envs/forge/bin/python3.11
[INFO] (symlink /Users/cnoellert/miniconda3/envs/forge/bin/python3 -> /Users/cnoellert/miniconda3/envs/forge/bin/python3.11)
[INFO] TCC permissions: add your terminal app (e.g. Terminal, iTerm2) in System Settings.
[INFO] Fallback: add the Python binary at /Users/cnoellert/miniconda3/envs/forge/bin/python3.11
=== Hardware Check ===
[OK] Apple Silicon: passed
=== Screen Recording Permission ===
[OK] Screen Recording: passed
=== Accessibility Permission ===
[OK] Accessibility: passed
=== FFmpeg / VideoToolbox ===
[OK] FFmpeg with VideoToolbox: available
=== TLS Certificate ===
Generate a self-signed TLS certificate? [Y/n]
[OK] Certificate: /Users/cnoellert/.teraguchi/server.crt
[OK] Private key: /Users/cnoellert/.teraguchi/server.key (mode 0600)
[INFO] Start server with: --tls-cert /Users/cnoellert/.teraguchi/server.crt --tls-key /Users/cnoellert/.teraguchi/server.key
==================================================
[OK] All checks passed! The server is ready to run.
and this:
(forge) cnoellert@portofino teraguchi % python3 -m server.main
/Users/cnoellert/Documents/GitHub/teraguchi/server/main.py:42: DeprecationWarning: websockets.server.WebSocketServerProtocol is deprecated
from websockets.server import WebSocketServerProtocol
2026-04-12 11:20:04,298 [WARNING] teraguchi.server: PAM auth mode is Linux-only; forcing --auth-mode none on macOS. Use --auth-mode local for username/password.
[INFO] Running pre-flight checks...
[OK] Apple Silicon detected
[OK] Screen Recording permission granted
[OK] Accessibility permission granted
[OK] All pre-flight checks passed.
2026-04-12 11:20:04,518 [INFO] teraguchi.server: FFmpeg: {'available': True, 'h264': True, 'h265': True, 'av1': True, 'h264_444': True, 'hw_backends': ['videotoolbox']}
2026-04-12 11:20:04,518 [INFO] teraguchi.server: GPU encoding: videotoolbox
2026-04-12 11:20:04,518 [INFO] server.auth: Auth mode: disabled
2026-04-12 11:20:04,518 [INFO] teraguchi.server: Legacy mode: capturing host desktop via ScreenCaptureKit
2026-04-12 11:20:04,572 [INFO] server.mac_screen_capture: SCK enumerated 2 display(s)
2026-04-12 11:20:04,659 [INFO] server.mac_screen_capture: CVPixelBuffer extraction path: ctypes CoreVideo memcpy (fast)
2026-04-12 11:20:04,688 [INFO] server.mac_screen_capture: MacScreenCapture initialized: 2560x1440 via SCK (display 1, 60 fps)
2026-04-12 11:20:04,689 [INFO] server.mac_input_injector: MacInputInjector ready (2560x1440 screen)
2026-04-12 11:20:04,689 [INFO] server.video_encoder: Selected encoder: libx264 (backend=software, 444=True, lossless=True)
2026-04-12 11:20:04,689 [INFO] server.video_encoder: Starting encoder: ffmpeg -hide_banner -loglevel error -f rawvideo -pixel_format bgra -video_size 2560x1440 -framerate 30 -i pipe:0 -c:v libx264 -preset veryfast -tune zerolatency -pix_fmt yuv444p -crf 21 -profile:v high444 -g 60 -bf 0 -rc-lookahead 0 -flags +cgop -sc_threshold 0 -aq-mode 1 -aq-strength 0.8 -maxrate 50000k -bufsize 50000k -f h264 pipe:1
2026-04-12 11:20:04,691 [INFO] teraguchi.server: [shared] Encoder: H264 (software) YUV444
2026-04-12 11:20:04,693 [INFO] teraguchi.server: [shared] Session runtime ready on :0 (2560x1440)
2026-04-12 11:20:04,694 [INFO] teraguchi.server: Starting Teraguchi server on 0.0.0.0:443
2026-04-12 11:20:04,694 [INFO] teraguchi.server: No authentication — shared display
2026-04-12 11:20:04,699 [INFO] websockets.server: server listening on 0.0.0.0:443
2026-04-12 11:20:04,700 [INFO] teraguchi.server: Server ready. Waiting for connections...
[OK] Certificate: /Users/cnoellert/.teraguchi/server.crt
[OK] Private key: /Users/cnoellert/.teraguchi/server.key (mode 0600)
[INFO] Start server with: --tls-cert /Users/cnoellert/.teraguchi/server.crt --tls-key /Users/cnoellert/.teraguchi/server.key
==================================================
[OK] All checks passed! The server is ready to run.
This community gives so much. I think it’s worthwhile to give back so it can be a thing as long as it can be a thing.