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docs: add moss-reflex procedural-memory community demo#395

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Naut1cal5:feat/moss-reflex-community-demo
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docs: add moss-reflex procedural-memory community demo#395
Naut1cal5 wants to merge 2 commits into
usemoss:mainfrom
Naut1cal5:feat/moss-reflex-community-demo

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@Naut1cal5

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Summary

  • add moss-reflex to the coding-agent community demos
  • document deterministic outcome labeling, trace normalization, structured payloads, metadata filters, recency reranking, and local snapshot recovery
  • add Claude Code to the integration catalog and update the community-demo tree

Why

Coding agents repeatedly rediscover repository-specific fixes. moss-reflex uses a local Moss session as procedural memory: Claude Code hooks capture context/action/outcome episodes, mechanical signals label the result without an LLM, and a stdio MCP server recalls similar past situations before the next attempt.

The complete MIT-licensed implementation is maintained at https://github.com/Naut1cal5/moss-reflex so its CLI, tests, benchmark harness, and releases do not drift inside this monorepo.

Validation

  • git diff --check
  • standalone project: 15 tests passing on Python 3.13
  • Ruff and strict mypy passing
  • package wheel and source distribution build successfully
  • repository, commit diff, and built artifacts scanned with no secret findings

Data and cost boundary

Episodes, local embeddings, queries, JSONL, and native snapshots remain on the developer machine. The project does not invoke an LLM for capture or labeling and local Moss queries are unmetered on the Developer plan. Credentials are environment-only; no project IDs or keys are included here.

@CLAassistant

CLAassistant commented Jul 15, 2026

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CLA assistant check
Thank you for your submission! We really appreciate it. Like many open source projects, we ask that you all sign our Contributor License Agreement before we can accept your contribution.
1 out of 2 committers have signed the CLA.

✅ Naut1cal5
❌ claude
You have signed the CLA already but the status is still pending? Let us recheck it.

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Pull request overview

Adds documentation entries to surface the external, MIT-licensed moss-reflex community demo as a “coding agents” procedural-memory example within the Moss monorepo docs.

Changes:

  • Extend the top-level repo tree in README.md to include moss-live-labs/community-demos/coding-agents/.
  • Add a “Claude Code” row to the integrations catalog pointing to the moss-reflex community demo docs.
  • Add a new moss-reflex community demo README describing capture/label/recall concepts and a quickstart.

Reviewed changes

Copilot reviewed 2 out of 2 changed files in this pull request and generated 1 comment.

File Description
README.md Updates repo tree and integrations table to reference the new coding-agents community demo and Claude Code integration entry.
moss-live-labs/community-demos/coding-agents/moss-reflex/README.md Adds documentation for the moss-reflex procedural-memory community demo and how to try it.

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Comment thread README.md Outdated
│ ├── advanced-voice-agent/ # Persona impersonator built on a PDF knowledge base
│ └── image-search/ # FastAPI + React image search over COCO
└── community-demos/ # Community-contributed projects
├── coding-agents/ # moss-reflex procedural memory
HarshaNalluru
HarshaNalluru previously approved these changes Jul 15, 2026
Copilot review noted the new coding-agents/ line described the concept
instead of listing demo names like the adjacent voice-agents/ entry.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_013wHYvsmUw6PYvYefLL3sJZ
@HarshaNalluru

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@Naut1cal5 can you sign the CLA? #395 (comment)

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5 participants