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Persistent Memory Bridge · stijnman | DecimalAI

agent toolingby stijnman

Persistent Memory Bridge

stijnman/persistent-memory-bridge

Source stijnman/grok-custom-skills ↗License MIT

Bridges session memory to persistent storage across conversations.

SkillScore95Maintained

Automatic

Knowledge Management pack

Last verified 8/15/2026

What it changes

Passed 21 of 22 test cases with the skill, and 6 of 22 without it.

Without skill27%

With skill95%

Checks it passed that the model alone missed

Prune lowest-trust entries first
Offer an option to forget the entry
Offer an option to forget the stored entry

and 13 more in the full report

15 fixed6 passed either way1 still failing0 broke

Pass-rate lift: +68 pp
Tokens: +29%
Agent turns: 0%
Response time: -11%

Model gemini-3.6-flashMeasured 8/15/2026v221 of 22 cases passed with skill

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/stijnman-persistent-memory-bridge/SKILL.md https://app.decimal.ai/s/stijnman-persistent-memory-bridge/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add stijnman-persistent-memory-bridge, 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/stijnman-persistent-memory-bridge/ and pins it in .decimal/skills.lock

decimalai skills add stijnman-persistent-memory-bridge

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

curl -fsSL --create-dirs -o .claude/skills/stijnman-persistent-memory-bridge/SKILL.md https://app.decimal.ai/s/stijnman-persistent-memory-bridge/SKILL.md

Raw file: /s/stijnman-persistent-memory-bridge/SKILL.md ↗ · machine-readable summary at /s/stijnman-persistent-memory-bridge.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 15 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 15

Prompt

Save my nickname Ace and preferred language TypeScript to my persistent profile memory.

What was checked, without and with the skill
Checked	Without skill	With skill
Run memory-sanitizer prior to persisting data	Missed	Passed
Confirm the saved memory entries	Passed	Passed

case-18 · gemini-3.6-flash · 8/15/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md35 linessingle file

Persistent Memory Bridge

When to Use

User says remember this or task matches this capability
User says persistent memory or task matches this capability
User says save to memory or task matches this capability
User says recall later or task matches this capability

Workflow

Extract durable facts: preferences, project state, decisions.
Run memory-sanitizer before persist.
Write to semantic-memory-manager store.
Confirm what was saved; offer forget option.

Integrations

semantic-memory-manager
memory-sanitizer
user-preference-profiler

Error Handling

Failure	Response
Storage full	Prune lowest-trust entries first.

Gotchas

Never persist secrets or credentials.

Example

Input: User request matching triggers above. Output: Structured result per workflow with integrations invoked as needed.

Track record

Benchmark

21 / 22

test cases passed, vs 6 / 22 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 — 8/15/2026

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

stijnman / grok-custom-skills

.grok/skills/persistent-memory-bridge/SKILL.md

View on GitHub ↗

License MITImported 8/15/2026Version v2

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

stijnman/semantic-memory-managerStores and retrieves semantic memory with embeddings and tags. Use for long- term recall or user says semantic memory, search memory, recall. Use when t he user needs this capability. Triggers: semantic memory, search memory, rec all, store memory.Close match+54 pp pass-rate lift

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

Ready to supercharge your AI agents?

See it in action

What's inside

Persistent Memory Bridge

When to Use

Workflow

Integrations

Error Handling

Gotchas

Example

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

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