Ready to supercharge your AI agents?

Install any skill in seconds. Free to start, no credit card required.

Get Started Free →

Continual Learning — measured AI agent skill | DecimalAI

kunanonj/cursor-plugin-continual-continual-learning

SkillScore60Maintained

Orchestrate continual learning by delegating transcript mining and AGENTS.md updates to `agents-memory-updater`.

by kunanonj

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

Automatic

Knowledge Management pack

decimalai skills pull kunanonj-cursor-plugin-continual-continual-learning

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/kunanonj-cursor-plugin-continual-continual-learning/SKILL.md

Raw file: /s/kunanonj-cursor-plugin-continual-continual-learning/SKILL.md ↗ · machine-readable summary at /s/kunanonj-cursor-plugin-continual-continual-learning.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

25 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 41h ago

—-42% tokens0% turns60% of whole cases pass with skill (15/25)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-01	✗→✓	▲ Improved	-41%	0%
case-02	✗→✓	▲ Improved	-54%	0%
case-03	✗→✓	▲ Improved	52%	0%
case-10	✗→✓	▲ Improved	-50%	0%
case-11	✗→✓	▲ Improved	-74%	0%

Showing 5 of 25 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/2/2026

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

kunanonj / ai-skills-hub

skills/cursor-plugin-continual-continual-learning/SKILL.md

View on GitHub ↗

License MITImported 8/2/2026Version v1

Skill contents

SKILL.md

Continual Learning

Keep AGENTS.md current by delegating the memory update flow to one subagent.

Trigger

Use when the user asks to mine prior chats, maintain AGENTS.md, or run the continual-learning loop.

Workflow

Call agents-memory-updater.
Return the updater result.

Guardrails

Keep the parent skill orchestration-only.
Do not mine transcripts or edit files in the parent flow.
Do not bypass the subagent.

Want to see if kunanonj/cursor-plugin-continual-continual-learning 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.