synthesis-brief

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Daily synthesis push at ~6am PT weekdays. Loads Honcho conclusions, project_log wins, and local_capture (memory + git) deltas, asks the LLM for 3 non-obvious connections + a weekly pattern + a question to sit with, validates citations and length, then writes the result to D1 (synthesis_brief table) and mahler_kv (key synthesis_brief:latest) for the 8am morning-brief to prepend.

Jai-Dhiman By Jai-Dhiman schedule Updated 6/4/2026

name: synthesis-brief description: Daily synthesis push at ~6am PT weekdays. Loads Honcho conclusions, project_log wins, and local_capture (memory + git) deltas, asks the LLM for 3 non-obvious connections + a weekly pattern + a question to sit with, validates citations and length, then writes the result to D1 (synthesis_brief table) and mahler_kv (key synthesis_brief:latest) for the 8am morning-brief to prepend. version: 0.1.0 author: mahler license: MIT metadata: hermes: tags: [memory, synthesis, brief, discord, productivity, cron] related_skills: [morning-brief, memory-kaizen, project-synthesis]


When to use

  • Cron-triggered Mon-Fri at 13:00 UTC (5am PDT / 6am PST)
  • When the user asks "run synthesis brief" or "what's today's synthesis"

Procedure

Run the synthesis brief script:

python3 ~/.hermes/skills/synthesis-brief/scripts/synthesize.py --run

Dry-run (prints the resulting brief JSON, does not write to D1 or KV):

python3 ~/.hermes/skills/synthesis-brief/scripts/synthesize.py --run --dry-run

Output

On success: writes a row to synthesis_brief and updates mahler_kv at key synthesis_brief:latest with the JSON {posted_at, connections, pattern, question}. Prints Synthesis brief written.

On thin context / validator failure: prints Synthesis brief skipped: <reason> and exits 0. No Discord post.

The 8am morning-brief reads mahler_kv:synthesis_brief:latest and prepends a Synthesis field if the row is fresher than 24h.

Install via CLI
npx skills add https://github.com/Jai-Dhiman/mahler --skill synthesis-brief
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