Borrowing it
Nothing to install: this file belongs to radimsem/remindb. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/radimsem/remindb/dev/.claude/skills/tune-temperature-policy/SKILL.mdgit clone --depth 1 https://github.com/radimsem/remindbWrote 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/radimsem/remindb/tune-temperature-policy)<a href="https://agentmods.dev/skills/radimsem/remindb/tune-temperature-policy"><img src="https://agentmods.dev/badge/skills/radimsem/remindb/tune-temperature-policy.svg" alt="Measured on agentmods" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 9 findings, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Agent Snooping · line 3 Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
- medium Agent Snooping · line 12 Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
- medium Agent Snooping · line 36 Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
- medium Agent Snooping · line 58 Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
- medium Agent Snooping · line 90 Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
- medium Agent Snooping · line 99 Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
- medium Agent Snooping · line 107 Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
- medium Agent Snooping · line 105 Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
- medium Agent Snooping · line 106 Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
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 | $0.00132 | $0.02295 |
| Opus 5 | $0.00066 | $0.01148 |
| Sonnet 5 | $0.00026 | $0.00459 |
| Haiku 4.5 | $0.00013 | $0.00230 |
Grade A, and why
tune-temperature-policy 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 9d 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.
How it starts
The opening of the file, as written. The whole thing — 110 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Tune the temperature policy
remindb's temperature system has five knobs in pkg/temperature/config.go. They're tightly coupled — changing one shifts the behavior of search ranking, the cold-set query, and the client-facing notification stream. Tuning is rarely a one-file change.
The skill exists because two public skills document this policy for agents:
skills/remind/SKILL.md— owns the numerics in the mental model (decay rate, access boost, cold/notify thresholds, tick interval, ranking score formula, notification payload shape). These stay in the SKILL.md router, not a reference.skills/memorize/references/lifecycle.md— owns the summarization workflow the notification triggers (MemoryFetch→MemorySummarize). ThememorizeSKILL.md router only points at it.
If the numbers or the workflow drift from the code, agents will reason from stale defaults.
What the knobs do
| Knob | Default | Affects |
|---|---|---|
DecayRate |
0.05 |
decayFactor = exp(-rate × elapsed_hours) — applied each tick to every node |
AccessBoost |
0.15 |
Added to a node's temperature on read; capped at 1.0 by SQL min(1.0, …) |
ColdThreshold |
0.1 |
Below this, nodes are "cold" — used by GetColdNodes and the search relevance floor (score = relevance × (0.3 + 0.7 × temperature) × recency) |
NotifyThreshold |
0.1 |
Below this, the server pushes an MCP notification (level: "warning", logger: "remindb.temperature") — gated by per-node hysteresis dedup |
TickInterval |
5 * time.Minute |
How often Tracker.Run decays + queries cold nodes |
Where the change ripples
Every tune touches four surfaces minimum.
| File | Why |
|---|---|
pkg/temperature/config.go |
The knob itself (the DefaultConfig literal) |
pkg/temperature/*_test.go |
Tests that assert specific numeric outcomes (tracker_test.go, cold_test.go, decay_test.go) — they'll fail if defaults shift |
pkg/mcp/server_test.go |
If NotifyThreshold semantics change, the dedup/hysteresis tests need updating |
skills/remind/SKILL.md |
Public-facing mental-model docs (numerics, ranking score, notification payload, threshold descriptions) — the easy one to forget |
skills/memorize/references/lifecycle.md |
Public-facing summarization workflow triggered by the notification (MemoryFetch → MemorySummarize) — touch when the trigger or the recommended response shape changes |
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.
- 9d ago First seen · 110 lines · 132 tokens per session scan A 91f837653238
tune-temperature-policy is a skill published in the GitHub repository radimsem/remindb (125 stars, last pushed 1mo ago), licensed MIT. It adds 132 tokens to every session and 2,295 once invoked, about $0.0007 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.
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