NouGenShards

Search the memory substrate. Returns ranked shards (fuzzy recall included when exact matching misses). Long shard bodies are returned as SNIPPETS with a truncation marker naming get_shard(shard_id, db_index) - call that for a full body. Held context is what recall costs a caller (98%+ of fleet spend…

Fetch ONE shard's full body by id - the on-demand counterpart to recall_memory's snippets. Pass the db_index a recall result carried (_db_index); omit it to search all grid databases for the id.

Store a unit of experience as a shard (deduplicated by content).

Feed back whether a recalled shard was useful; adjusts its ranking prior.

Node health: shard count and storage mode.

What this node actually holds, so a recall MISS can be told apart from a PARTIAL MOUNT.

Browse the vault by ERA, newest first -- the date-filtered counterpart to recall_memory.

Append a dated note to an existing shard, preserving everything already there. The append-only way to correct or extend a shard: history is never rewritten, it grows. Use for living dossiers and for correcting a shard that later turned out to be partly wrong.

Retract a shard WITHOUT erasing it: prefix its title [RETRACTED], append the reason, tag it `retracted`, and floor its utility so outcome-weighted recall stops surfacing it.

PERMANENTLY delete a shard. Irreversible -- there is no undo and no tombstone; the row and its FTS index entry are gone.

Write a secret into the keymaker vault. WRITE-ONLY BY DESIGN.

Secret NAMES and fingerprints in the vault -- never values.

Ask Rhea-Noir, the grid's resident agent. She recalls from the memory grid, gathers provenance-marked history, reads the tracker and relay, and captures shards worth keeping. Her reply names which brain answered.

Dav1d Execution Layer: Execute bounded AGY CLI operations and toolchain actions on Dav1d. Griot reasons/retrieves; Dav1d executes. Returns verifiable runtime evidence (machine, host, engine, version, exit_code, output).

Invoke the Google Antigravity CLI through Dav1d.

Canonical Dav1d connector alias.

Query self-archive state at an autobiographical coordinate.

Evaluate candidate story addition against canon pressure.

Run proposed intervention through Shadow Queen Throne governance gates.

Relationship state with an entity at a story coordinate; love and trust are separate values.

What Xoah believed and knew then vs what is known now, without leaking terminal knowledge backward.

Nearest pressure precedents on a topic at or before a story coordinate.

Conservation cost of removing a formative event: the downstream wounds, biases and choices that lose their cause.

Whether an episode/chapter/year slot is unwritten (UNWRITTEN_SELF) rather than fabricated.

Wounds active at a story coordinate.

List unfinished or filtered prospective destinies.

Translate technical infrastructure status/diagnostics into plain human language.

Ask Shadow Xoah (Stage 9 Traverser / Stage 10 Throne Sovereign).

Evaluate provider usage against the Hardcade quota alert ladder. Returns level (<60% GREEN, 60% HEADS_UP, 75% LOW_AMMO, 85% DANGER, 90% RATION, 95% CONTINUE, 99% FINAL_ROUND, 100% GAME_OVER, 1UP for reset), routing directive, and recommended route.

Send a live NouGenMsg IPC notification or baton to another fleet agent or node (@blade, @whoart, @phoebus, @antigravity, @codex, @all, or model lanes).

Graph memory recall: entity mentions and multi-hop relation walk across shards.

Bi-temporal memory query: retrieve shards as they existed as_of a timestamp or bounded by event era.

Register a new prospective goal / terminal destiny in destinies.db.

Inspect prospective destiny status, linked evidence shards, and branches.

Update prospective destiny status (dormant, active, fulfilled, fumbled, abandoned).

Link an evidence shard, relay leg, or agent to a prospective destiny.

Query live mesh connectivity, node health, and reach matrix across Phoebus, Blade, and WhoArt.

Direct point-to-point dispatch across fleet nodes via live socket or HTTP transport.

List open cross-node handoff legs from the NouGenRelay board.

Claim an open relay leg atomically to prevent duplicate swarm execution.

Create and publish a new coordination handoff leg on the NouGenRelay board.

Settle and acknowledge an open relay leg with mandatory Hardcade proof tuple.

Inspect reactive wake daemon operational state, symmetric window, and noise filtering stats.

Fetch the latest voice dictation transcript from local Wispr Flow SQLite DB.

Query recent Wispr Flow voice dictation history.

Extract, clean, and auto-shard YouTube / media video transcripts without 3rd-party SaaS.

Search arXiv papers and auto-capture research abstracts into the NouGen shard cluster.

Validate and label empirical claim through Iris evidence assurance standards.

Set physical studio lighting status reflection (Razer Chroma RGB & LIFX smart fixtures).

Inspect active Ngrok TLS ingress edge tunnels for local MsgNode and Web HUD.

Compound multi-turn session trajectory into a permanent synthesis shard.

Check active PR lease locks across repositories to prevent merge collisions.

Acquire exclusive PR lease lock for a target repository before performing modifications.

Release active PR lease lock after landing verified commits.

Inspect real-time token hypervisor limits, circuit breaker level, and cost provenance.

Optimize SQLite storage, rebuild trigram FTS5 indices, and reclaim space across cluster DBs.

Audit symmetric sync state and hash parity across Phoebus, Blade, and WhoArt shard stores.

Trigger Kairos memory consolidation and golden rule extraction across recent experience shards.

Layered recall (TencentDB-Agent-Memory L0-L3): the owner persona (L3) and the matching topic scenes (L2) come first as bootstrap context, then distilled atoms (L1) with shard handles, then raw shards (L0) in whatever budget is left. Needs the distillation sidecar (tools/distill_run.py); without it t…

Link two memory shards into the graph mesh (e.g. a fix to the file it touched, a command to the decision that caused it).

Recall shards connected to a given shard in the graph mesh (walks links in either direction). Surfaces the latent context around a memory.

Log an ephemeral session event to the short-term context layer. Args: event_type: The type of context event (e.g., 'TOOL_CALL', 'THOUGHT'). description: Description of the event. metadata: Optional dictionary of additional context data.

Search for ephemeral session events in the short-term context layer. Args: query: The search term to match against recent context events. limit: Max number of events to return.

Promote an ephemeral context event into a permanent, durable memory shard. Args: event_id: The ID of the context event to promote. tags: Optional tags to apply to the new shard.

Execute Python or Node.js code in a sandboxed environment.

Scan the local machine for AI tool history (Claude, Gemini, Cursor, etc.). Returns a summary of discovered memory sources without importing them. Args: project_path: Optional path to a specific project directory to scan. include_unknown: If True, scans for unknown dotfolders as well.

Import discovered AI tool history into the NouGenShards memory substrate. Args: project_path: Optional path to a specific project directory to scan and import. source_filter: Filter by specific tool (e.g., 'claude', 'gemini'). dry_run: If True, only estimates the import size without writing to the d…

Get historical analytics on memory growth and utility trends. Args: period: The time window to analyze ('24h', 'week', 'month', 'quarter', 'year').

Resolve which installed skills govern a task and return them in full.

List every installed skill with its description.

Return one skill's full text by name.

Autonomously construct and verify a new skill using open-world resources. Args: instruction: The task or domain to evolve a skill for (e.g., 'React GSAP animations').

Ask Iris, the always-on resident AI on this machine.

Run a prompt through any agent on the NouGen roster.

List the NouGen roster: each agent's name, role and default model.

Transcribe and summarize video/audio from 30+ platforms (YouTube, X, TikTok, Apple Podcasts, etc.) or local media files using local Whisper, and automatically shard results into the NouGen 9-DB cluster.