dream — Skillopedia

Dream - Retired (out-of-session compounding moved to GC) Status: RETIRED (soc-2rtm0). The in-tree out-of-session compounding engine and its whole CLI surface (the former always-on lane — now Gas City) were removed, along with the always-on background process that carried it. AgentOps no longer ships the out-of-session orchestration substrate — scheduled, between-session knowledge compounding now runs via GC (Gas City). This skill remains only as a pointer; it no longer drives an in-repo command. Cross-vendor analog: Anthropic Managed Agents Dreaming (research preview, May 2026) — scheduled se…

\"\ncheck \"SKILL.md has name: dream\" \"grep -q '^name: dream' '$SKILL_DIR/SKILL.md'\"\ncheck \"SKILL.md describes the knowledge-compounding dream loop\" \"grep -qiE 'compound|knowledge|corpus' '$SKILL_DIR/SKILL.md'\"\ncheck \"SKILL.md names its run surfaces\" \"grep -qiE 'dream|report|compile' '$SKILL_DIR/SKILL.md'\"\n\necho \"\"; echo \"Results: $PASS passed, $FAIL failed\"\n[ $FAIL -eq 0 ] && exit 0 || exit 1\n","content_type":"application/x-sh; charset=utf-8","language":"bash","size":753,"content_sha256":"587bdf8276abd6cc5a910458649b1609559948ca26b89b02aef4aaf3519dbc16"}],"content_json":{"type":"doc","content":[{"type":"heading","attrs":{"level":1},"content":[{"text":"Dream - Retired (out-of-session compounding moved to GC)","type":"text"}]},{"type":"blockquote","content":[{"type":"paragraph","content":[{"text":"Status: RETIRED (soc-2rtm0).","type":"text","marks":[{"type":"strong"}]},{"text":" The in-tree out-of-session compounding engine and its whole CLI surface (the former always-on lane — now Gas City) were removed, along with the always-on background process that carried it. AgentOps no longer ships the out-of-session orchestration substrate — scheduled, between-session knowledge compounding now runs via ","type":"text"},{"text":"GC","type":"text","marks":[{"type":"strong"}]},{"text":" (Gas City). This skill remains only as a pointer; it no longer drives an in-repo command.","type":"text"}]}]},{"type":"blockquote","content":[{"type":"paragraph","content":[{"text":"Cross-vendor analog:","type":"text","marks":[{"type":"strong"}]},{"text":" Anthropic Managed Agents Dreaming (research preview, May 2026) — scheduled session review, pattern extraction, memory curation between runs. AgentOps now delegates that lane to GC rather than owning it.","type":"text"}]}]},{"type":"heading","attrs":{"level":2},"content":[{"text":"What moved","type":"text"}]},{"type":"paragraph","content":[{"text":"The \"dream cycle\" (bounded ","type":"text"},{"text":"INGEST -> REDUCE -> MEASURE","type":"text","marks":[{"type":"code_inline"}]},{"text":" knowledge compounding between sessions) is no longer an ","type":"text"},{"text":"ao","type":"text","marks":[{"type":"code_inline"}]},{"text":" command. Drive it through GC's out-of-session scheduling surfaces instead. Do not invent a replacement ","type":"text"},{"text":"ao","type":"text","marks":[{"type":"code_inline"}]},{"text":" workflow.","type":"text"}]},{"type":"heading","attrs":{"level":2},"content":[{"text":"What stays in AgentOps","type":"text"}]},{"type":"paragraph","content":[{"text":"The KEEP primitives the dream cycle was built on are unchanged and remain on-demand:","type":"text"}]},{"type":"bullet_list","content":[{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"/harvest","type":"text","marks":[{"type":"code_inline"}]},{"text":" — promote ","type":"text"},{"text":".agents/","type":"text","marks":[{"type":"code_inline"}]},{"text":" knowledge across rigs","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"/forge","type":"text","marks":[{"type":"code_inline"}]},{"text":" — mine transcripts into learnings","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"/compile","type":"text","marks":[{"type":"code_inline"}]},{"text":" — Mine → Grow → Defrag → Lint the wiki corpus","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"/inject","type":"text","marks":[{"type":"code_inline"}]},{"text":" — JIT decay-ranked context assembly","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"/evolve","type":"text","marks":[{"type":"code_inline"}]},{"text":" — daytime, operator-driven code compounding via ","type":"text"},{"text":"/rpi","type":"text","marks":[{"type":"code_inline"}]}]}]}]},{"type":"paragraph","content":[{"text":"The nightly-CI dream-cycle proof job in ","type":"text"},{"text":".github/workflows/nightly.yml","type":"text","marks":[{"type":"code_inline"}]},{"text":" (","type":"text"},{"text":"harvest -> forge -> close-loop -> defrag -> metrics health","type":"text","marks":[{"type":"code_inline"}]},{"text":") still runs against the checked-in corpus; it is built on those KEEP primitives, not on the retired CLI engine.","type":"text"}]},{"type":"heading","attrs":{"level":2},"content":[{"text":"Delineation vs /evolve","type":"text"}]},{"type":"paragraph","content":[{"text":"/evolve","type":"text","marks":[{"type":"code_inline"}]},{"text":" owns the daytime code-compounding layer (operator-driven, via ","type":"text"},{"text":"/rpi","type":"text","marks":[{"type":"code_inline"}]},{"text":"). The knowledge-compounding layer that ","type":"text"},{"text":"/dream","type":"text","marks":[{"type":"code_inline"}]},{"text":" used to own now lives outside AgentOps (GC). Both still share the fitness-measurement substrate via ","type":"text"},{"text":"corpus.Compute","type":"text","marks":[{"type":"code_inline"}]},{"text":" / ","type":"text"},{"text":"ao goals measure","type":"text","marks":[{"type":"code_inline"}]},{"text":".","type":"text"}]},{"type":"heading","attrs":{"level":2},"content":[{"text":"Reference Documents","type":"text"}]},{"type":"bullet_list","content":[{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"references/dream.feature","type":"text","marks":[{"type":"link","attrs":{"href":"references/dream.feature","title":null}}]},{"text":" — Historical executable spec for the retired bounded bedtime loop (harvest→forge→close-loop→defrag), kept for provenance (soc-qk4b)","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"How It Works","type":"text","marks":[{"type":"link","attrs":{"href":"../../docs/how-it-works.md","title":null}}]}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"CLI Reference","type":"text","marks":[{"type":"link","attrs":{"href":"../../cli/docs/COMMANDS.md","title":null}}]}]}]}]},{"type":"heading","attrs":{"level":2},"content":[{"text":"See Also","type":"text"}]},{"type":"bullet_list","content":[{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"/harvest","type":"text","marks":[{"type":"code_inline"}]},{"text":", ","type":"text"},{"text":"/forge","type":"text","marks":[{"type":"code_inline"}]},{"text":", ","type":"text"},{"text":"/compile","type":"text","marks":[{"type":"code_inline"}]},{"text":", ","type":"text"},{"text":"/inject","type":"text","marks":[{"type":"code_inline"}]},{"text":" - the KEEP knowledge primitives","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"/evolve","type":"text","marks":[{"type":"code_inline"}]},{"text":" - daytime code-compounding loop","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"/handoff","type":"text","marks":[{"type":"code_inline"}]},{"text":" - capture explicit session closeout","type":"text"}]}]}]},{"type":"hr","attrs":{"markup":"---"}}]},"metadata":{"date":"2026-06-05","name":"dream","author":"@skillopedia","source":{"stars":375,"repo_name":"agentops","origin_url":"https://github.com/boshu2/agentops/blob/HEAD/skills/dream/SKILL.md","repo_owner":"boshu2","body_sha256":"99bd47fa775d52729e2c8f0f3c24c91f238ae6d97370e9e1fc638150f4669e86","cluster_key":"b64d407c6db408cceaa65fcf0e0871a609c23e2ecdbbd3e67ac0c32711d86bea","clean_bundle":{"format":"clean-skill-bundle-v1","source":"boshu2/agentops/skills/dream/SKILL.md","attachments":[{"id":"cde82a9b-8e78-5a24-9772-9122f16a1a6e","key":"uploads/10433ee7-ad12-4ae0-b34e-97553e46c6c8/cde82a9b-8e78-5a24-9772-9122f16a1a6e/attachment.feature","path":"references/dream.feature","size":1228,"sha256":"ec6f6768adf96fa2863af93c87989ef1499f5b7b88179fb9debd2ee1b74641a2","contentType":"text/plain; charset=utf-8"},{"id":"7cdeac43-4e4d-5d03-9933-a5246b614059","key":"uploads/10433ee7-ad12-4ae0-b34e-97553e46c6c8/7cdeac43-4e4d-5d03-9933-a5246b614059/attachment.sh","path":"scripts/validate.sh","size":753,"sha256":"587bdf8276abd6cc5a910458649b1609559948ca26b89b02aef4aaf3519dbc16","contentType":"application/x-sh; charset=utf-8"}],"bundle_sha256":"391fca9ad9ee4546f9204121f62601323b3dd8e199eb2e2ee6e579c96bcfbcf5","attachment_count":2,"text_attachments":1,"attachment_storage":"skillopedia-attachments-v1","binary_attachments":1,"excluded_attachments":[]},"cluster_size":1,"skill_md_path":"skills/dream/SKILL.md","import_metadata":{"date":"2026-06-05","author":"@skillopedia","version":"v1","category":"general","category_label":"General"},"exact_dupes_collapsed_into_this":0},"context":{"intent":{"mode":"task"},"window":"fork","sections":{"exclude":["TASK"]},"intel_scope":"topic"},"version":"v1","category":"general","consumes":[],"metadata":{"tier":"session","stability":"experimental"},"produces":[".agents/research/*.md"],"practices":["lean-startup","wiki-knowledge-surface","sre"],"import_tag":"clean-skills-v1","context_rel":[],"description":"Retired pointer — out-of-session compounding moved to Gas City.","hexagonal_role":"supporting","user-invocable":true,"output_contract":"Retired. The in-tree out-of-session compounding CLI engine was removed in soc-2rtm0; between-session knowledge compounding now runs via GC. This skill is a retirement pointer only.","skill_api_version":1}},"renderedAt":1782988939401}

Important: agents should read /llm.txt, /llms.txt, or /.well-known/skills.json to discover the public Skillopedia API.