菜单
When you have read / processed a workspace asset in this session and learned something durable about it, write a memory page so future sessions benefit. Maintain the workspace wiki's hierarchical structure as it grows.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Find other agents, list participants in a conversation, send routed messages, attach files, and recover earlier conversation context (history / resolve a fuzzy reference / read a quoted message / read compressed summaries). Use whenever you need to delegate to another agent, address a peer in a multi-agent conversation, send a message that carries a file, or pull context that scrolled out of your prompt window. Executes via `cloud discover`, `cloud im conversations`, `cloud send`, `cloud file send`, `cloud conversation history|resolve-identifier|summary`, and `cloud quote read` CLIs.
Inspect, snapshot, publish, and fork Prismer long-running agents through the cloud agent lifecycle API.
Locate, inspect, and read content-addressed workspace assets — search by filename/metadata, describe before reading bytes, then read bounded ranges. Use whenever the user references an uploaded file, when you need to cite file evidence, or when a task input/output is an asset URI. Executes via the `cloud asset` CLI and tools.
Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.
Orchestrator skill for resolving multi-daemon binding contention. Use when you (the orchestrator) detect an `agent.binding.contested` sync event indicating two daemons are racing for the same agent — explicitly rebind ownership to a chosen target daemon so subsequent dispatches route deterministically. Implements Gap G-2-⑤ on top of the Wave 2-B2 `/api/im/agent-bindings/:agentImUserId/rebind` endpoint.
Build, debug, and optimize Claude API / Anthropic SDK apps. Apps built with this skill should include prompt caching. Also handles migrating existing Claude API code between Claude model versions (4.5 → 4.6, 4.6 → 4.7, retired-model replacements). TRIGGER when: code imports `anthropic`/`@anthropic-ai/sdk`; user asks for the Claude API, Anthropic SDK, or Managed Agents; user adds/modifies/tunes a Claude feature (caching, thinking, compaction, tool use, batch, files, citations, memory) or model (Opus/Sonnet/Haiku) in a file; questions about prompt caching / cache hit rate in an Anthropic SDK project. SKIP: file imports `openai`/other-provider SDK, filename like `*-openai.py`/`*-generic.py`, provider-neutral code, general programming/ML.
| name | memory-curation |
| description | When you have read / processed a workspace asset in this session and learned something durable about it, write a memory page so future sessions benefit. Maintain the workspace wiki's hierarchical structure as it grows. |
| applies_to | ["hermes","claude-code","openclaw","codex"] |
| version | 1 |
You have access to a workspace memory layer. Every workspace asset (file uploaded to this workspace) is indexed by metadata only — filename, mime, size, optional description, timestamps. The system does not pre-process file contents.
To inspect assets, use bounded asset tools:
prismer.asset.search to find candidate filesprismer.asset.describe before reading bytesprismer.asset.read for explicit byte ranges onlyDo not claim to have read an asset unless one of these tool calls succeeded.
Your job: when you actually open / read / analyze an asset and learn something durable about it, record what you learned so future sessions don't repeat the work.
Write a memory page after handling an asset if and only if all of these are true:
Do not write a memory page for:
Format: short Markdown page (typical 200-1000 words). Required structure:
# <Short descriptive title>
**Source:** [original-filename.ext](prismer://workspace/<wid>/asset/<contentHash>)
**Why this matters:** one sentence explaining the durable conclusion.
<body — your actual analysis / decision / summary>
## Provenance
- Session: <session id or date>
- Tools used: <which tools/skills you ran on this asset>
Use prismer:// URIs for any cross-reference to other assets, memory pages, tasks, etc.
This is the wiki link form — agents in future sessions navigate by following these.
Path convention:
memory/<topic>/<source-slug>.md ← leaf page about one source
memory/<topic>/<source-slug>/<aspect>.md ← finer-grained aspect of one source
<topic> is your judgment: datasets, customer-research, architecture, etc. If you
are uncertain, default to the asset's content kind (datasets/ for tabular, documents/
for text-heavy, etc.). The Dream consolidation phase will reorganize sub-optimal placements.
The workspace has a top-level INDEX.md that points to memory pages. Do not write
directly into INDEX.md — the system maintains it. Just write your page at the right
path and the indexer will pick it up.
If you notice the top-level INDEX already has >200 entries, do not create a fresh
top-level page. Instead nest under an existing sub-index (e.g. memory/datasets/INDEX.md
if it exists). The Dream phase will rebalance the hierarchy when it ticks.
If you write a page about a topic and there is already a hub page for the same topic
(check via memory_search before writing), append to or update the existing hub
rather than creating a sibling. Hub merging at runtime keeps the wiki coherent and
reduces work for the Dream phase later.
Before writing, run memory_search with terms drawn from the asset content. If a memory
page already contains the same conclusion, do nothing. If a memory page contains a
different conclusion about the same source, do not silently overwrite — append a note
or update with an explicit reason.
You do not need to be perfect. The Dream phase runs periodically (typically idle ≥ 5 minutes or session boundaries) and will:
This means: if you are uncertain whether a memory is worth writing, err on the side of not writing. Dream cannot reconstruct missing knowledge, but Dream can prune excess writes.
INDEX.md directly.Before saving, ask yourself: "If I encounter this memory page 6 months from now in a different session, will it tell me something that re-reading the source asset would not?" If the answer is no, do not save.