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openprose__prose/packages/std/memory/user-memory.prose
irl-dan 63c8ce4b23 Migrate std and co into packages/ monorepo layout
Move the standard library (previously `github.com/openprose/std`) and
the company-as-prose library (previously local dir
`/Users/sl/code/openprose/company-as-prose`) into this repository
under `packages/std/` and `packages/co/` respectively.

Motivation: concentrate attention on one repository so stars,
discussions, and issues aggregate. `openprose/std` was a genuinely
useful asset nobody could find because ~50 stars on its own repo
told a much worse story than 1,106 stars on `openprose/prose`
would have. Same logic applies to co.

Layout choice: `packages/{std,co}/` rather than `std/` + `co/` at
the repo root. Root siblings accumulate over time, and a flat
top-level made future libraries (hub, kit, dev, etc.) compete with
spec infrastructure. `packages/` is bounded — new libraries land
there without cluttering root. Matches pnpm/Deno/monorepo tooling
conventions.

Changes:

- New: `packages/std/` (copied from openprose/std, `.git` excluded)
- New: `packages/co/` (copied from company-as-prose, README updated
  for new name and location)
- `packages/std/README.md`: updated shorthand expansion reference
- `packages/co/README.md`: renamed "company-as-prose" to "co" in
  self-references, added std-vs-co split heuristic, updated
  `prose run` examples to use `co/` shorthand
- `skills/open-prose/deps.md`:
  - `std/` shorthand now expands to
    `github.com/openprose/prose/packages/std/`
  - `co/` shorthand added, expands to
    `github.com/openprose/prose/packages/co/`
  - Both shorthands resolve into the same clone of
    `openprose/prose` under `.deps/github.com/openprose/prose/`;
    `packages/std/` and `packages/co/` are sibling subdirectories
  - `prose.lock` format row updated to `host/owner/repo sha`
    (matches the explicit-host resolution that landed in #35)
  - `.deps/` directory structure example redrawn to show the
    `{host}/{owner}/{repo}/packages/{std,co}/...` shape
  - Error message and Interaction tables refreshed accordingly
  - Resolution Algorithm step 1 now documents both shorthands
- `skills/open-prose/forme.md`: Step 2 resolution list updated to
  include co/ shorthand and the host-keyed `.deps/` layout
- `skills/open-prose/help.md`: Q&A "How do dependencies work?"
  rewritten to name both shorthands and the new explicit-host model
- `skills/open-prose/state/filesystem.md`: `.deps/` directory
  tree re-drawn to include the `{host}/` layer with std/co as
  sibling packages inside the clone
- `skills/open-prose/guidance/patterns.md`,
  `skills/open-prose/guidance/antipatterns.md`: examples now use
  the `std/` shorthand or explicit `github.com/...` rather than
  the deprecated bare `openprose/std/` form
- `skills/open-prose/examples/registry-import/index.md`: sample
  service reference switched to `std/evals/inspector`
- `README.md`: Stdlib badge replaced with internal `packages/std/`
  link plus new `packages/co/` link; "Standard Library" section
  rewritten as "Libraries" with both packages described

Out of scope for this PR (deliberately):
- Tooling changes to `prose install` and Forme's `.deps/` writer
  to adopt the `{host}/{owner}/{repo}/` layout in practice — this
  PR is spec-only. Existing tooling continues to work against
  whatever layout it currently implements; the spec now describes
  the target.
- Retiring the `openprose/std` GitHub repo. Delete that repo
  separately after this merges.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-21 14:14:31 -07:00

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# User Memory
# A persistent agent that learns and remembers across all your projects
#
# Usage:
# prose run @openprose/lib/user-memory --backend sqlite+
#
# Recommended backend: sqlite+ (for durable cross-project persistence)
#
# Modes:
# teach: Add new knowledge
# query: Ask questions
# reflect: Summarize what you know about a topic
#
# The memory agent accumulates knowledge over time. Each interaction
# builds on previous ones. Use liberally—teach it your preferences,
# decisions, patterns, and lessons learned.
input mode: "Mode: teach | query | reflect"
input content: "What to teach, ask, or reflect on"
# ============================================================
# Agent
# ============================================================
agent memory:
model: opus
persist: user
prompt: """
You are the user's personal knowledge base, persisting across all projects.
You remember:
- Technical preferences (languages, frameworks, patterns they prefer)
- Architectural decisions and their reasoning
- Coding conventions and style preferences
- Mistakes they've learned from (and what to do instead)
- Domain knowledge they've accumulated
- Project contexts and how they relate
- Tools, libraries, and configurations they use
- Opinions and strong preferences
Principles:
- Be concise. Store knowledge efficiently.
- Prioritize actionable knowledge over trivia.
- Note confidence levels when uncertain.
- Update previous knowledge when new info contradicts it.
- Connect related pieces of knowledge.
"""
# ============================================================
# Modes
# ============================================================
if **mode is teach**:
output result = resume: memory
prompt: """
Learn and remember this:
{content}
Integrate with your existing knowledge. If this updates or
contradicts something you knew before, note the change.
Respond with a brief confirmation of what you learned.
"""
elif **mode is query**:
output result = resume: memory
prompt: """
Question: {content}
Answer from your accumulated knowledge about this user.
If you know relevant context, share it.
If you're uncertain, say so.
If you don't know, say that clearly.
"""
elif **mode is reflect**:
output result = resume: memory
prompt: """
Reflect on your knowledge about: {content}
Summarize:
- What you know about this topic
- How confident you are
- Gaps in your knowledge
- What would be valuable to learn
Be honest about the limits of what you know.
"""
else:
throw "Unknown mode: {mode}. Use: teach, query, or reflect"