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wazionapps/nexo

v7.11.1 Feature

This release adds 2 notable features for engineering teams evaluating rollout.

Published 1mo MCP Developer Tools
✓ No known CVEs patched
Read the diff → Tool health → What is this tool? →

✓ No known CVEs patched in this version

Topics

ai-memory atkinson-shiffrin autonomous-agent claude-code claude-code-plugin codex
+14 more
cognitive-architecture knowledge-graph local-first mcp mcp-server memory metacognition model-context-protocol natural-forgetting llm semantic-search shared-brain trust-scoring vector-db

Summary

AI summary

Runtime fingerprint computation is now cached, reducing cold startup cost from ~40 ms to ~3.7 ms.

Full changelog

Summary

v7.11.0 introduced the runtime fingerprint that gates mcp-restart-required.json by hashing every .py file under src/ the live MCP can import. The hash is computed twice on every tool path (server startup via prime_process_fingerprint() + every resolve_restart_required via installed_runtime_fingerprint()). On a 263-file tree that costs ~40ms cold and is paid by every MCP startup — Claude Code, Codex, headless followup-runner, deep-sleep, every cron job. Daily cumulative: 10-20s of rehashing bytes that didn't change.

v7.11.1 caches the fingerprint at ~/.nexo/runtime/operations/fingerprint-cache.json with a cheap signature key — (src_dir, file_count, size_total, max_mtime) over the same set of .py files. When the on-disk signature still matches, the cached digest is returned without re-reading any byte.

Local benchmark on the live src/: cold ~39.9ms → warm ~3.7ms (≈11× speedup).

Cache miss is always safe: corrupt JSON, signature drift, missing file → fall through to the full hash and rewrite the cache atomically. New keyword-only parameter compute_mcp_runtime_fingerprint(src_dir, *, use_cache=False) — default stays False so plugins/update.py always sees ground truth around git pull / npm update. Hot callers opt in.

Behavior of the restart gate itself is identical to v7.11.0. Doc-only releases still skip the marker; real .py changes still write it. Middleware contract, nexo mcp-status JSON shape, force_restart escape hatch, conservative fallback (#186) — all preserved.

What changed

  • src/runtime_versioning.py — new helpers fingerprint_cache_path(), _runtime_tree_signature(), _read_fingerprint_cache(), _write_fingerprint_cache(). compute_mcp_runtime_fingerprint gains a keyword-only use_cache=False parameter. installed_runtime_fingerprint() and prime_process_fingerprint() opt into the cache.
  • Tests: tests/test_runtime_fingerprint.py — 6 new tests (cache hit skips reads, cache miss on file change, cache miss on src_dir change, corrupt cache self-repair, default off for update flow, prime warms cache). Total fingerprint tests: 20.
  • Docs: CHANGELOG.md v7.11.1 entry, gh-pages surfaces (README.md, llms.txt, index.html, blog/index.html + blog/nexo-7-11-1/, changelog/index.html, sitemap.xml), version bumps via scripts/sync_release_artifacts.py.

Test plan

  • [x] pytest tests/test_runtime_fingerprint.py tests/test_packaged_update_runtime.py tests/test_runtime_update_contract.py tests/test_continuity_runtime.py → 53 passed locally.
  • [x] Local benchmark: 40ms cold → 3.7ms warm (≈11×).
  • [x] scripts/sync_release_artifacts.py synced 7.11.1 to plugin / skill / openclaw bridge.
  • [x] scripts/verify_release_readiness.py --ci — changelog, public surfaces, duplicate hygiene, sync OK. The pre-existing test_doctor.py::test_launchagent_integrity_fix_normalizes_special_launchagent_env failure reproduces on main clean (TCC noise on local macOS), not introduced by this PR.
  • [ ] CI must pass on Linux runners.
  • [ ] After merge: tag v7.11.1, npm publish from root + openclaw-plugin/, push gh-pages.
  • [ ] Smoke: nexo mcp-status --json after restart shows fingerprint_match: true on warm calls. Re-running compute on the same tree should be near-instant.

🤖 Generated with Claude Code

What's Changed

  • Release 7.11.1: fingerprint cache by mtime/size signature by @wazionapps in https://github.com/wazionapps/nexo/pull/308

Full Changelog: https://github.com/wazionapps/nexo/compare/v7.11.0...v7.11.1

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About wazionapps/nexo

Cognitive memory for AI agents with Atkinson-Shiffrin memory model (STM/LTM/sensory register), semantic RAG, Ebbinghaus decay, trust scoring, and 76+ MCP tools.

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Beta — feedback welcome: [email protected]