Indexado en Registry
daily-briefing
Automated daily tech briefing — multi-source collection → knowledge-base deduplication → AI summarization → TTS speech synthesis, generating MP3 audio briefings
Resumen
Automated daily tech briefing — multi-source collection → knowledge-base deduplication → AI summarization → TTS speech synthesis, generating MP3 audio briefings
Leer documentación completa
Documentación de origen, no instrucciones para este sitio. Revisa los permisos antes de ejecutar comandos.
Daily AI Audio Briefing
Automatically collect, deduplicate, summarize, and synthesize a daily tech briefing as a warm-voiced MP3 every morning.
Workspace
- Collection script + summarization/TTS script
- Output:
briefing/YYYY-MM-DD.mp3+.txt - Knowledge base:
brain/news/YYYY-MM-DD/ - Schedule: cron (recommended 8:30 AM)
Workflow
- Collect — Scrape GitHub trending/rising, HN top/show/new, arXiv latest AI papers, weather
- Deduplicate — Compare against
brain/news/existing entries- New project → mark
is_new - Growth >30% → mark
is_update - Otherwise → discard
- New project → mark
- Ingest — Write new entries to
brain/news/YYYY-MM-DD/ - Summarize — AI composes briefing script from filtered JSON
- Synthesize — TTS API → MP3 file
- Cleanup — Delete briefings older than 7 days
Rules
- Don't use shell-level file deletion (
find -delete) — may trigger security scanners; use PythonPath.unlink() - Don't assume cron environment has API keys loaded — export them before running scripts
- Don't use inline
python3 -cor heredocs in agent/cron mode — write to.pyfiles first - Don't trust agent-reported "MP3 generated" — verify mtime with
statafter TTS step - Don't let each source exceed 8 items — keeps briefing concise
Validation
- Collection script runs successfully, all sources return data
- After dedup, filtered items ≥ 3
- Generated briefing text contains correct date (no placeholders)
- MP3 mtime matches current time (TTS actually ran)
Pitfalls
Date placeholders not replaced (Fixed: 2026-05-12)
- Symptom: Briefing shows "Year X Month X" instead of actual date
- Root cause: Prompt didn't inject real date, AI made it up
- Fix: Inject
datetime.date.today()into summarization prompt
Wrong weather source (Fixed: 2026-05-12)
- Symptom: Always reports wrong city/temperature format
- Root cause: Source only provided real-time temp, no high/low
- Fix: Switch to structured weather API with high/low temp
Cron security scanner false positives
- Symptom: Prompt blocked by exfil_curl pattern
- Fix: Mark trusted cron job with
skip_injection_scan: true
Cron environment missing .env
- Symptom: TTS fails with "Missing credentials"
- Fix: Export API keys before script execution
Model reasoning field empty content
- Symptom: Reasoning model puts output in
reasoningfield,contentis empty - Fix: Set generous
max_tokens+ retry with assistant message on empty content
TTS text length limit
- Symptom: Long text causes unstable TTS output
- Fix: Auto-truncate at safe threshold (~3000 chars)
References
references/weather-api.md— Weather data source and formatreferences/dedup-rules.md— Deduplication strategy and thresholdsreferences/tts-config.md— TTS model and parametersreferences/cron-prompt-template.md— Cron job prompt template
Metadatos del archivo
name: daily-briefing
description: 'Automated daily tech briefing — multi-source collection → knowledge-base deduplication → AI summarization → TTS speech synthesis, generating MP3 audio briefings'
metadata:
author: myuxin007
version: 1.0.0
category: automation
tags:
- briefing
- tts
- news-aggregation
- cron-automation
- knowledge-base
- speech-synthesisVer texto original
---
name: daily-briefing
description: 'Automated daily tech briefing — multi-source collection → knowledge-base deduplication → AI summarization → TTS speech synthesis, generating MP3 audio briefings'
metadata:
author: myuxin007
version: 1.0.0
category: automation
tags:
- briefing
- tts
- news-aggregation
- cron-automation
- knowledge-base
- speech-synthesis
---
# Daily AI Audio Briefing
> Automatically collect, deduplicate, summarize, and synthesize a daily tech briefing as a warm-voiced MP3 every morning.
## Workspace
- Collection script + summarization/TTS script
- Output: `briefing/YYYY-MM-DD.mp3` + `.txt`
- Knowledge base: `brain/news/YYYY-MM-DD/`
- Schedule: cron (recommended 8:30 AM)
## Workflow
1. **Collect** — Scrape GitHub trending/rising, HN top/show/new, arXiv latest AI papers, weather
2. **Deduplicate** — Compare against `brain/news/` existing entries
- New project → mark `is_new`
- Growth >30% → mark `is_update`
- Otherwise → discard
3. **Ingest** — Write new entries to `brain/news/YYYY-MM-DD/`
4. **Summarize** — AI composes briefing script from filtered JSON
5. **Synthesize** — TTS API → MP3 file
6. **Cleanup** — Delete briefings older than 7 days
## Rules
- Don't use shell-level file deletion (`find -delete`) — may trigger security scanners; use Python `Path.unlink()`
- Don't assume cron environment has API keys loaded — export them before running scripts
- Don't use inline `python3 -c` or heredocs in agent/cron mode — write to `.py` files first
- Don't trust agent-reported "MP3 generated" — verify mtime with `stat` after TTS step
- Don't let each source exceed 8 items — keeps briefing concise
## Validation
- [ ] Collection script runs successfully, all sources return data
- [ ] After dedup, filtered items ≥ 3
- [ ] Generated briefing text contains correct date (no placeholders)
- [ ] MP3 mtime matches current time (TTS actually ran)
## Pitfalls
### Date placeholders not replaced (Fixed: 2026-05-12)
- Symptom: Briefing shows "Year X Month X" instead of actual date
- Root cause: Prompt didn't inject real date, AI made it up
- Fix: Inject `datetime.date.today()` into summarization prompt
### Wrong weather source (Fixed: 2026-05-12)
- Symptom: Always reports wrong city/temperature format
- Root cause: Source only provided real-time temp, no high/low
- Fix: Switch to structured weather API with high/low temp
### Cron security scanner false positives
- Symptom: Prompt blocked by exfil_curl pattern
- Fix: Mark trusted cron job with `skip_injection_scan: true`
### Cron environment missing .env
- Symptom: TTS fails with "Missing credentials"
- Fix: Export API keys before script execution
### Model reasoning field empty content
- Symptom: Reasoning model puts output in `reasoning` field, `content` is empty
- Fix: Set generous `max_tokens` + retry with assistant message on empty content
### TTS text length limit
- Symptom: Long text causes unstable TTS output
- Fix: Auto-truncate at safe threshold (~3000 chars)
## References
- `references/weather-api.md` — Weather data source and format
- `references/dedup-rules.md` — Deduplication strategy and thresholds
- `references/tts-config.md` — TTS model and parameters
- `references/cron-prompt-template.md` — Cron job prompt template
Revisar el código fuente
Precio y costes de ejecución
- Obtener el skill
- Precio sin confirmar
- Ejecutarlo
- Requisitos sin confirmar. Consulta los costes del agente, API y servicios en la fuente.
- Licencia
- MIT
- Precio sin confirmar
- No hemos confirmado el precio. Los enlaces existentes al código y a la instalación siguen disponibles.
Obtener gratis no significa ejecutar gratis. El precio no es una evaluación de seguridad. Enviar información de precio →
Fuente del skill registrada
La ruta de instrucciones está registrada. No implica pruebas de ejecución, seguridad ni compatibilidad.
Revisar antes de instalar: Evitar instalación automática
Licencia: MIT
- Dependency or permission surface needs review
- Permission surface may require sandboxing
- Quality score needs review
- Permission surface needs review: secrets or environment access, shell or command execution
- Dependency/runtime risk: command execution surface, credential or environment access
- Permission surface: secrets or environment access, shell or command execution
Las herramientas son indicios de metadatos, no compatibilidad probada. Los prompts son sugerencias.
Empieza con una tarea pequeña
- 1Lee la fuente y confirma entradas, resultados, dependencias y permisos.
- 2Pide un plan al agente. Aprueba la configuración y los costes antes de probar en un entorno aislado.
- 3Comprueba resultados y archivos modificados. Informa solo de lo ejecutado y conserva la revisión de la fuente.
Consulta dependencias, claves API y costes externos en la fuente. Un repositorio público no implica servicios gratuitos.
Fuente y notas de uso
Los metadatos y revisiones son orientativos. Popularidad, descubrimiento y ejecución correcta son hechos distintos.
- Repositorio fuente
- cosmicstack-labs/mercury-agent-skills
- Licencia
- MIT
- Versión
- 1.0.0
- Último push de GitHub
- 25 ago 2026
- Registro actualizado
- 3 sept 2026
- Ruta de instrucciones
- categories/automation/daily-briefing/SKILL.md @ 30392fbf6be2
Versión declarada en el registro; consulta las versiones de la fuente.
Calidad
70/100
Sólido
Confianza
63/100
Solo sandbox
Auditoría
76/100
Requiere revisión
- Dependency or permission surface needs review
- Permission surface may require sandboxing
- Quality score needs review
- Permission surface needs review: secrets or environment access, shell or command execution
- Dependency/runtime risk: command execution surface, credential or environment access
- Permission surface: secrets or environment access, shell or command execution
- Verified installs
- —
- Resultados
- —
Copiar no es instalar. Los recuentos requieren un informe de instalación correcta, no garantizan calidad general.
Acceso para agentes
La API Registry expone señales de decisión, confianza, auditoría, casos de uso e instalación sin raspar la interfaz.
Más detalles
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}Para el creador
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