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Memory Ticketing — measured AI agent skill | DecimalAI

agentlas-ai/memory-ticketing

NewSkillScoreMaintained

Use when adding Memory Events, Memory Tickets, memory-map.json, vault-references.json, PM Soul memory ownership, or Memory Curator routing to an agent repo.

agent-toolingby agentlas-ai

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

Automatic

AI Engineer pack

decimalai skills pull agentlas-ai-memory-ticketing

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/agentlas-ai-memory-ticketing/SKILL.md

Raw file: /s/agentlas-ai-memory-ticketing/SKILL.md ↗ · machine-readable summary at /s/agentlas-ai-memory-ticketing.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 3h ago

Yes — +64% lift-45% tokens0% turns95% of whole cases pass with skill (21/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-01	✗→✓	▲ Improved	608%	0%
case-02	✗→✓	▲ Improved	91%	0%
case-03	✗→✓	▲ Improved	-67%	0%
case-05	✗→✓	▲ Improved	-67%	0%
case-06	✗→✓	▲ Improved	-71%	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 — 8/3/2026

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

agentlas-ai / agentlas-os

skills/memory-ticketing/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 8/3/2026Version v1

Skill contents

SKILL.md

Memory Ticketing

Required Files

.agentlas/memory-map.json
.agentlas/memory-tickets.jsonl
.agentlas/vault-references.json

Flow

Workers emit ## Memory Events.
Runtime or orchestrator wraps events into tickets.
Memory Curator validates, redacts, deduplicates, and routes.
PM Soul owns project memory and open loops.
Policy Gate approves shared team-memory promotion.

Never Store

Secrets, credentials, private keys, tokens, service-account JSON, raw logs, or full transcripts.

Want to see if agentlas-ai/memory-ticketing 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.