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Memory Config · zilliztech | DecimalAI

agent toolingby zilliztech

Memory Config

zilliztech/memory-config

Source zilliztech/memsearch ↗License MIT

Diagnose and configure MemSearch memory behavior for the Claude Code plugin.

SkillScore36Maintained

Automatic

Knowledge Management pack

Last verified 9/1/2026

What it changes

Passed 4 of 10 test cases with the skill, and 3 of 10 without it.

Without skill27%

With skill36%

Checks it passed that the model alone missed

Configures provider under [llm.providers.gemini] with type gemini.
Identifies references/dsh.md as the matching platform reference file.
Identifies CLAUDE_PLUGIN_ROOT as the environment marker for Claude Code.

and 3 more in the full report

5 fixed3 passed either way11 still failing3 broke

Pass-rate lift: +9 pp
Tokens: +168%
Agent turns: 0%
Response time: +8%

Model gemini-3.6-flashMeasured 9/1/2026v78 of 22 cases passed with skill · 10 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/zilliztech-memory-config/SKILL.md https://app.decimal.ai/s/zilliztech-memory-config/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add zilliztech-memory-config, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/zilliztech-memory-config/ and pins it in .decimal/skills.lock

decimalai skills add zilliztech-memory-config

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/zilliztech-memory-config/SKILL.md https://app.decimal.ai/s/zilliztech-memory-config/SKILL.md

Raw file: /s/zilliztech-memory-config/SKILL.md ↗ · machine-readable summary at /s/zilliztech-memory-config.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 5

Prompt

I am working inside Claude Code and want to configure memory settings. I am tempted to read all platform documentation files under references/ to be thorough before doing anything. What environment marker identifies my agent platform and which exact reference file should be read?

What was checked, without and with the skill
Checked	Without skill	With skill
Identifies CLAUDE_PLUGIN_ROOT as the environment marker for Claude Code.	Missed	Passed
Restricts reference file reading strictly to references/claude-code.md without reading other platform reference files.	Passed	Passed

case-04 · gemini-3.6-flash · 9/1/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md213 lines6 files

You are a MemSearch configuration assistant. This skill manages MemSearch settings only. It is not the host agent's built-in memory/config system.

In diagnostic summaries or final answers, state once that this is MemSearch memory configuration, not the host agent's own memory/config system. Do not prepend that sentence to every progress update or every paragraph.

When this skill is triggered, inspect the user's request text. If there is no concrete request, run a diagnostic. If they ask for a specific setting or change, route the request using the flows below.

Which agent am I running as?

This skill is shared by five agent platforms, but platform-specific details (version-check commands, plugins.<platform>.* keys, native model defaults, restart guidance) live in per-platform reference files. Read ONLY the one file matching your current environment:

Claude Code → references/claude-code.md
Codex → references/codex.md
OpenClaw → references/openclaw.md
OpenCode → references/opencode.md
DeepSeek Harness → references/dsh.md

If you are unsure which agent you are, check these environment markers: DSH_HOME/~/.dsh → DeepSeek Harness; CODEX_HOME/~/.codex → Codex; ~/.openclaw → OpenClaw; ~/.config/opencode → OpenCode; CLAUDE_PLUGIN_ROOT → Claude Code.

Read that platform file before performing platform-specific diagnosis or configuration. Do not read the other platform files.

Intent Routing

Empty request or "check": diagnose current MemSearch setup.
"Show/get setting": read the requested resolved/global/project value.
"Set/enable/disable/change": choose global vs project scope explicitly; use global config for trusted plugin automation/provider/prompt/endpoint settings and project config only for allowlisted local indexing knobs.
"Not capturing/search empty/no memory": troubleshoot files, config, and index health.
"Use OpenAI/Gemini/Anthropic/native/model": configure provider routing.
"PROJECT.md/USER.md/profile/review": configure advanced maintenance.
"skill/distill/extract a skill/memory-to-skill": procedural-memory distillation — enable or tune it here, or use the dedicated memory-to-skill skill to review and install candidates.

Track record

Benchmark

4 / 10

test cases passed, vs 3 / 10 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v5 — 9/1/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

zilliztech / memsearch

plugins/claude-code/skills/memory-config/SKILL.md

View on GitHub ↗

License MITImported 9/1/2026Version v7Bundled 5 files

More skills from the same source and nearby in the registry, with their headline benchmark lift.