Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add bks-lab/open-bridge --skill meeting-transcriptiongit clone --depth 1 https://github.com/bks-lab/open-bridgeWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/bks-lab/open-bridge/meeting-transcription)<a href="https://agentmods.dev/skills/bks-lab/open-bridge/meeting-transcription"><img src="https://agentmods.dev/badge/skills/bks-lab/open-bridge/meeting-transcription/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/bks-lab/open-bridge/meeting-transcription"><img src="https://agentmods.dev/badge/skills/bks-lab/open-bridge/meeting-transcription.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00229 | $0.03295 |
| Opus 5 | $0.00114 | $0.01648 |
| Sonnet 5 | $0.00046 | $0.00659 |
| Haiku 4.5 | $0.00023 | $0.00330 |
Grade B, and why
meeting-transcription scanned grade B with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Asks for rootmediumPrivilege escalation
A mod that escalates privileges can change anything on the machine, not only the project.
`~/.config/open-bridge/hf-token` (chmod 600). Keychain writes over SSH fail How it starts
The opening of the file, as written. The whole thing — 257 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Meeting Transcription Pipeline
A pipeline that turns meeting recordings into clean, structured Markdown
transcripts with named speakers. It is context-aware: each context
(e.g. main, customer-x) has its own voice library, language default, and
output routing, so the same system serves internal standups and customer calls
in different languages without reconfiguration.
This skill is both the knowledge base (how the system works) and the
operations manual (how to change it). The canonical scripts live in
scripts/ here and are deployed to the worker host's ~/transcribe-pipeline/.
It is the reference implementation of the bring-your-own-worker contract in
docs/transcription-worker.md — /debrief
talks to it only through scripts/debrief_sync.sh (pull / push).
Configuration — the yaml wiring
Three config surfaces, same pattern as every other capability:
1. bridge-config.yaml — the integration block (is the capability on, which
script, which contexts — registration + routing):
integrations:
transcription:
enabled: true
sync_script: "skills/meeting-transcription/scripts/debrief_sync.sh"
default_context: main # context for audio handed off without an explicit one
contexts:
main: # → workflow/contexts/main.yaml
imports: work/imports # where this context's transcripts land on pull
BRIDGE_IMPORTS / TRANSCRIBE_CONTEXTS env-override the imports dir + context
list. /debrief degrades gracefully to its manual path when the block is absent
(see the contract doc).
2. infra/transcriptions/topology.yaml — placement (WHERE the pipeline runs):
mode: remote # local | remote — THE topology switch (env TRANSCRIBE_MODE overrides)
worker: # consulted only when mode == remote
host: worker-host # SSH/Tailscale alias — see infra/remotes/
launchd_label: com.openbridge.transcribe-worker
# local: # consulted only when mode == local; all keys optional
# inbox_dir: ~/transcribe-inbox # defaults = the worker's own conventions
# transcripts_dir: ~/Transcripts
# library_dir: ~/transcribe-pipeline/speaker-library
# contexts_dir: ~/transcribe-pipeline/contexts
What ships with it
32 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- prompts/meeting-summary-de.md 1.9 KB
- prompts/meeting-summary-en.md 1.7 KB
- references/architecture.md 12 KB
- references/deployment.md 13 KB
- references/operations.md 13 KB
- references/troubleshooting.md 15 KB
- scripts/add_context.sh 7.5 KB runs code
- scripts/anchor_transcript.py 4.2 KB runs code
- scripts/apply_speaker_names.py 4.3 KB runs code
- scripts/asr_mlx.py 3.1 KB runs code
- scripts/asr_whispercpp.py 5.4 KB runs code
- scripts/build_2track_session_v2.py 7.4 KB runs code
- scripts/com.bks.voicememo-bundler.plist 6.8 KB
- scripts/com.bks.voicememo-notify.plist 2.5 KB
- scripts/com.openbridge.transcribe-bundler.plist 2.4 KB
- scripts/com.openbridge.transcribe-worker.plist 3.0 KB
- scripts/com.openbridge.voiceprint-backup.plist 2.6 KB
- scripts/debrief_sync.sh 23 KB runs code
- scripts/detect_language.py 6.5 KB runs code
- scripts/diarize_assign.py 6.8 KB runs code
- scripts/extract_runtime_contexts.py 4.8 KB runs code
- scripts/extract_voice_sample.py 7.2 KB runs code
- scripts/merge_transcripts.py 6.8 KB runs code
- scripts/speaker_idcard.py 2.6 KB runs code
- scripts/speaker_naming.py 7.5 KB runs code
- scripts/summarize.py 6.2 KB runs code
- scripts/transcribe-bundler.sh 4.4 KB runs code
- scripts/transcribe-worker.sh 14 KB runs code
- scripts/voicememo-bundler.sh 13 KB runs code
- scripts/voicememo-notify.sh 4.4 KB runs code
- scripts/voiceprint_backup.sh 1.4 KB runs code
- tests/test-transport-modes.sh 18 KB runs code
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 12d ago First seen · 257 lines · 229 tokens per session scan B 795da5ea4e68
meeting-transcription is a skill published in the GitHub repository bks-lab/open-bridge (8 stars, last pushed 2d ago), licensed MIT. It adds 229 tokens to every session and 3,295 once invoked, about $0.0011 per session on Opus 5. A static security scan graded it B with 1 finding (asks for root). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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