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.
git clone --depth 1 https://github.com/assafkip/kipi-systemWrote 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/commands/assafkip/kipi-system/voice-refresh)<a href="https://agentmods.dev/commands/assafkip/kipi-system/voice-refresh"><img src="https://agentmods.dev/badge/commands/assafkip/kipi-system/voice-refresh.svg" alt="Measured on agentmods" 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 | $0.00059 | $0.00546 |
| Opus 5 | $0.00030 | $0.00273 |
| Sonnet 5 | $0.00012 | $0.00109 |
| Haiku 4.5 | $0.00006 | $0.00055 |
Grade A, and why
voice-refresh scanned grade A with 0 findings 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 7d 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.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
/voice-refresh
Interactive monthly refresh of the founder-voice skill. This command runs in a session because Stage 1 needs the Granola MCP, which is not reachable headless. PRD prd-voice-refresh-monthly-2026-07-04.
Steps
-
Determine lookback. Read
automation/.voice-refresh-last. Lookback = since that timestamp; if missing, last 30 days. An explicitsince <date>argument overrides. -
Pull (Stage 1, MCP). List Granola meetings in the window and pull each transcript. Write the usable ones to the corpus input dir. Then run:
python3 q-system/.q-system/scripts/granola-voice-harvest.py <input_dir> q-system/output/voice-corpusThe harvest isolatesMe:speech and flags any degraded-diarization meeting. -
Accrete, do not replace. Keep meetings from the last 12 months; age out older ones. New meetings append to the corpus input dir.
-
Orchestrate (Stages 2-3, headless-safe). Run:
python3 automation/voice_refresh.py q-system/output/voice-corpusIt REFUSES to proceed if any meeting is review-flagged (contamination gate), and STOPS with an environmental-trigger diagnosis ifclaudeis unavailable. It emitsq-system/output/voice-corpus/voice-delta.md. -
Present the delta (FOUNDER-GATED). Show
voice-delta.mdto the founder. Do NOT writevoice-dna.md. On approval, merge via the same flow used to ship the voice skill: edit the skeletonvoice-dna.md, bump the kipi-core plugin.json version, commit, push, pull the marketplace clone. -
Stamp. On a completed run, write the current timestamp to
automation/.voice-refresh-last.
Hard rule
voice-dna.md is only ever changed by a reviewed merge the founder approves.
This command never edits it directly. Report flagged/excluded meetings so a good
one can be hand-rescued.
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.
- 7d ago First seen · 45 lines · 59 tokens per session scan A 329ec8961fa0
voice-refresh is a command published in the GitHub repository assafkip/kipi-system (109 stars, last pushed today), licensed MIT. It adds 59 tokens to every session and 546 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.