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 agentmods add skills/pyros-projects/limitless/memory-refreshnpx skills add pyros-projects/limitless --skill memory-refreshgit clone --depth 1 https://github.com/pyros-projects/limitlessWhat 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 | $0.00043 | $0.00347 |
| Opus 5 | $0.00022 | $0.00173 |
| Sonnet 5 | $0.00009 | $0.00069 |
| Haiku 4.5 | $0.00004 | $0.00035 |
Grade A, and why
memory-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 2d 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
Memory Refresh
Use this skill when the derived warm-memory artifacts may be stale.
Typical triggers:
- the user says "refresh memory", "rebuild warm summaries", or "update the boot summaries"
- several new sessions, decisions, threads, or lessons were added
- boot feels behind the current vault state
Command
From the plugin repo or a standalone install:
codies-memory refresh --agent <name>
To target only one layer:
codies-memory refresh --agent <name> --scope global
codies-memory refresh --agent <name> --scope project
What It Rebuilds
boot/global-summary.mdprojects/<slug>/boot/project-summary.mdprojects/<slug>/boot/recent-episodes.md
Format notes:
- summaries include generation dates
- project summary lines include record dates where available
- recent episodes include the session date, title, a short excerpt, and
next_step - recent episode excerpts are intentionally capped at 400 chars and only the latest 5 sessions are kept
Usage Notes
- Prefer
--scope bothor the default after meaningful project work. - Use
--scope globalwhen only identity or cross-project lessons changed. - Use
--scope projectwhen only one project's sessions, decisions, or threads changed. - If no project vault resolves,
--scope projectshould fail clearly rather than guessing.
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.
- 2d ago First seen · 48 lines · 43 tokens per session scan A 76692a57f94f
memory-refresh is a skill published in the GitHub repository pyros-projects/limitless (9 stars, last pushed 20d ago), licensed MIT. It adds 43 tokens to every session and 347 once invoked, about $0.0002 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 2026-08-31.
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