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A5c AI/Persistent Memory — measured AI agent skill | DecimalAI

a5c-ai/persistent-memory

SkillScore82Maintained

Observation capture and retrieval across sessions. Stores decisions, discoveries, and bugfix patterns. Searchable via tags and relevance scoring.

by a5c-ai

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

AI Engineer pack

decimalai skills pull a5c-ai-persistent-memory

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/a5c-ai-persistent-memory/SKILL.md

Raw file: /s/a5c-ai-persistent-memory/SKILL.md ↗ · machine-readable summary at /s/a5c-ai-persistent-memory.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 9d ago

Yes — +23% lift-35% tokens0% turns82% of whole cases pass with skill (18/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-01	✗→✓	▲ Improved	122%	0%
case-03	✗→✓	▲ Improved	11%	0%
case-04	✗→✓	▲ Improved	-76%	0%
case-09	✗→✓	▲ Improved	-77%	0%
case-16	✗→✓	▲ Improved	-76%	0%

Showing 5 of 22 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 7/31/2026

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

a5c-ai / babysitter

library/methodologies/pilot-shell/skills/persistent-memory/SKILL.md

View on GitHub ↗

License MITImported 7/31/2026Version v1

Skill contents

SKILL.md

Storage

Observations are stored in .pilot-shell/memory/ as JSON files, one per session:

.pilot-shell/memory/
  2026-03-02-session-a1b2c3.json
  2026-03-01-session-d4e5f6.json

Retrieval

Search by:

Tags: Filter by tag match
Full text: Search observation content
Type: Filter by decision/discovery/bugfix
Recency: Prefer recent observations
Relevance: Score against current task description

Auto-Triggers

/learn triggered at context thresholds
Session end captures final observations
Breakpoints can trigger observation capture

Want to see if a5c-ai/persistent-memory would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.