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Auto-mine session for durable memory: user preferences and workspace facts. Trigger: 'learn from this', 'update memory', 'save what we learned', or at session end.
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Basierend auf der SOC-Berufsklassifikation
Run objective, repeatable improvement work under an immutable verifier and hard iteration, cost, time, and no-progress limits. Use for approved experiments with an automated metric and sandboxed worker.
Write concise, calm technical responses whose structure matches the decision, evidence, or sequence being communicated. Use when drafting substantial plans, reviews, findings, documentation, or completion summaries.
Operate inside a ControlKeel-governed session. Use this before code edits, shell execution, delegation, deploy work, or any task that needs CK validation, findings, budget, proof, or routing context.
Keep a governed session within budget. Use this before long-running agent work, bulk processing, or any task where spend pressure could change the plan.
Close a governed work session with validation, proof, findings, budget, digest, learning, and handoff checks. Use when the user asks to wrap up, stop for the day, or leave work ready for another agent.
Audit tests that may pass without proving the claimed behavior. Use for periodic test-quality reviews or when coverage looks healthy but regressions still escape.
| name | continual-learning |
| description | Auto-mine session for durable memory: user preferences and workspace facts. Trigger: 'learn from this', 'update memory', 'save what we learned', or at session end. |
| when_to_use | Activate at session end, when the user asks to save learnings, or periodically in long sessions. Do NOT use during active coding. |
| argument-hint | [optional: specific area to learn from] |
| disable-model-invocation | true |
| license | Apache-2.0 |
| compatibility | ["opencode-native","claude-standalone","cursor-native","codex"] |
| metadata | {"author":"controlkeel","version":"1.1","category":"memory","ck_mcp_tools":["ck_memory_search","ck_memory_record","ck_memory_archive"],"related_skills":["proof-memory"]} |
Auto-mine session activity for durable memory updates. CK's ck_memory_record is manual — this skill automates extraction.
Secrets, one-off instructions, transient state, process meta-guidance
ck_memory_search for existing memories to avoid duplication.ck_memory_record:
decision, tags ["user-preference"]brief, tags ["workspace-fact"]ck_memory_archive.ck_memory_record entries for new preferences/factsck_memory_archive for superseded items