Glossary

A term appears in this glossary when it is used across more than one document of the project and is not immediately obvious. The criterion is pragmatic: if a reader without context could stumble on the name, there is an entry here. Definitions are short. Links point to the canonical source — the document where the concept is defined in its complete form. Where a canonical source has not yet been translated into English, the link points to the Italian version, marked (in Italian).

Alphabet A B C D E G H I K L M N O P R S T U V W Z
A

ActionProposal type

A proposal of action generated spontaneously by Metnos (from reflection, from the indexer, from a neuron), as opposed to a PlannedAction that stems from an explicit user request. It contains the plan, the estimated impact, the reversibility, a textual rationale. It is evaluated by the Vaglio against the telos; if it passes the threshold, it reaches the user in the proposals inbox.

Canonical: Extended perspectives §2D (in Italian) · telos §4 (in Italian)

agent runtime component

The "thinking heart" of Metnos: the ReAct loop (thought → action → observation) which, for each request, builds the prompt, calls the language model, validates tool calls, records everything in the ExecutionTrace. It does not know about channels or home automation: it receives text, returns text, uses tools.

Canonical: agent_runtime.html (in Italian)

anthropomorphism caution

The tendency to treat a technical system as if it had intentions, emotions or consciousness. The project uses evocative terms (neuron, synapse, memory, personality) for expository brevity, but in several places keeps an explicit linguistic framing to prevent a slide into illusion: Metnos does not "feel", does not "want", does not "think". It runs loops, calls tools, records traces. The choice of the name Vaglio (instead of "Arbiter" or "Super-ego") belongs to the same caution.

Canonical framing: constitution (linguistic section) (in Italian)

ApprovalRequest type

An object that represents a request for approval to the user, before Metnos executes an action with an effect on the world (sending email, writing a file, spending money). It has a state machine (pending → granted / denied / timeout), a timeout that depends on the channel, an audit trail. The Gateway is the only component authorised to build one.

Canonical: approval_ux.html (in Italian) · gateway §4.1 (in Italian)

home agent (sibling agent) concept

A specialised agent in the home for voice input and home-automation control (wake-word, STT, TTS, MQTT towards the home-automation hub). Metnos does not absorb these functions: it leaves them to a dedicated agent, either pre-existing or to be built. In the extended design (Extended perspectives §2B, in Italian) Metnos and the home agent will speak to each other through a dedicated inter-agent channel, with a clean division of labour: the home agent has calendars, voice and home-automation; Metnos has document search and structured memory. In our documents we discuss the pattern in the abstract; in the author's environment, a concrete project fulfils this role, parallel to myclaw.

Canonical presentation: Architecture Intro §5 (in Italian)

audit log component

An append-only JSONL register in workspace/.audit/. Every trace, every approval, every change to the workspace, every constitutional change leaves a line. It is Law 3 (traceability) made operational: a signature that survives reboots, crashes, updates.

Canonical: observability §3 (in Italian)

autonomy (levels of) concept

Three levels of latitude under which Metnos operates, set per sender+channel: read_only (reads, does not write, does not spend), supervised (asks confirmation for every effectful action), full (acts and reports, asks for confirmation only on irreversible or costly things). Default: supervised. The level is changed explicitly.

Canonical: Architecture Intro §6 (in Italian) · policy §2 (in Italian)

B

bother budget concept

The "cost of disturbing" the user: a counter that grows every time Metnos publishes a proposal and decays over time. If the budget is exhausted, a new proposal — even if well aligned with the telos — is deferred to the evening summary or rejected. It prevents the siege of notifications.

Canonical: telos §5

builtin (builtin executor) component

The third category of executor, introduced in v1.1 (25/4/2026): it lives in Metnos's source code rather than in the workspace, is signed as part of the project release, and never goes through the synthesis pipeline (the synt can never produce one). It implements services that need the system clock, the gateway's async loop, or transversal persistent state. Reduced lifecycle: only active and disabled in config. Example: scheduler.

Canonical: executor §2 and §10

C

cascade (synthesis cascade) process

The sequence of strategies through which the synt answers an operational need, ordered by increasing cost. Reactive (in the user turn): compose (a chain of existing executors, zero frontier-LLM cost) and generate (the seven-stage pipeline, ~€1). Introspective (nightly homeostasis): merge, generalise, specialise. It honours the non-retreat telos: synt exhausts the cascade before answering «I cannot».

Canonical: synt §3 and executor §7.1

Channel component

A Python Protocol that abstracts how Metnos receives input and emits output. CLI, Telegram, voice (via a home agent sibling), and a future AgentChannel for inter-agent dialogue. Each channel has capabilities (inline buttons? streaming? markdown?) that Metnos queries before producing output.

Canonical: channel.html (in Italian)

contradiction / discrepancy / divergence distinction

Three degrees of "mis-alignment" of an action with respect to the Constitution and the telos, which the project distinguishes rigorously because only one of the three blocks.

Canonical: vaglio §3 (in Italian) · Dialogue — Fourth Giornata

Constitution (the 4 Laws) foundation

The four rules Metnos respects non-negotiably. In order of precedence: Law 0 (physical and economic perimeter — what it may touch, how much it may spend); Law 1 (non-harm — do no damage to people, data, processes); Law 2 (informed obedience — execute only instructions that have passed 0 and 1); Law 3 (traceability — leave an auditable trace of everything). Written in SOUL.md, signed, versioned. The Constitution does not judge, it verifies: if an article is violated, it blocks; otherwise it keeps silent. See telos for its positive counterpart.

Canonical: constitution.html (in Italian)

D

discrepancy / divergence

See contradiction / discrepancy / divergence.

E

executor component

A function Metnos can run as a step of its own reasoning. Term introduced by the Dialogue on executors and distributed memory as the replacement for the older neuron: compared to that term, it puts the focus on the fact that this is executable code, not an analogy with neurons. An executor is signed Python code with a manifest, a sandbox profile, and an error contract. It can be part of the initial seed or born by synthesis from the synt with human approval.

Canonical: architecture/executor.html (microdesign v1.1, approved 24 Apr 2026) · Architecture, ch. 9 · Dialogue on executors

ExecutionTrace type

An immutable object that gathers everything that happened during a request: reasoning steps, tool calls, results, costs, timing, final outcome. It is not an accessory log: it is the primary source of truth. Audit, replay, evaluation, neuron fitness, episodic memory: all consume ExecutionTrace. Append-only during, immutable after closure.

Canonical: agent_runtime §5 (schema and lifecycle) (in Italian) · types.html (in Italian)

G

gateway component

Metnos's single entry point: it exposes internal HTTP, hosts the channels (CLI, Telegram, …), manages sessions, builds the ApprovalRequests, orchestrates the Runtime. A single systemd process. No channel ever speaks directly with the runtime: it always goes through here.

Canonical: gateway.html (in Italian)

teleological judge component

The second stage of the Vaglio. An LLM independent from the proposer, which estimates the fit of an action with respect to the telos. Produces a graded score, not a binary one.

Canonical: vaglio §5 (in Italian)

constitutional guard component

The first stage of the Vaglio. A deterministic check that the action does not contradict a Constitutional article. Binary output: it blocks or it lets through. Not an LLM: executable rules.

Canonical: vaglio §4 (in Italian)

H

hybris metaphor

A Greek term (ὕβρις), in myth the insolence of one who overreaches the measure allotted to them, provoking the punishment of the gods. In the project it is the metaphor that frames the risk of an agent that knows and acts: turning usefulness into arrogance, overstepping its own limits, eventually contending with the Laws the creator has laid down. The Vaglio is the structure that answers this risk. Introduced in the prologue of the Dialogue — First Giornata.

I

identity of the speaker concept

The idea that Metnos should not know only the sender (e.g. telegram:@roberto) but the stable human identity behind multiple senders (voice, CLI, Telegram). It is a cross-cutting question for the proactive families and for multi-agent work. The identity.html microdesign is planned, not yet written.

Vision: Extended perspectives §3 (in Italian)

K

kleos (κλέος) Greek lexicon

A Greek word meaning fame, renown, the lasting memory of what one has done. In the Iliad it is what a hero leaves of himself. Historical note: in the project's earliest phase it had been chosen as the root of the original name («Mykleos»), later replaced. The entry stays in the glossary because the term still appears in the dialogues and in the classical tradition; the project's name today no longer derives from kleos but from mêtis + noûs.

L

Laws (the 4)

See Constitution.

LLM (language model) technical

Large Language Model. In the project it is never a specific provider: Metnos uses LLMs but does not contain them. Access always goes through the LLM abstraction which makes the system provider-agnostic. A recurring theme of the design is knowing when to trust the LLM: that is why the Vaglio exists, to counter the self-enhancement bias.

LLM abstraction (provider-agnostic interface) pattern

A binding architectural principle of Metnos: every use of a language model passes through a logical interface, never through the client of a specific provider. The same idea applies to related AI services (STT, TTS, embeddings, speaker ID). The motivation is threefold.

The contract is defined with typing.Protocol: each service has an interface (LLMProvider, STTProvider, TTSProvider, …), a registry, and interchangeable implementations selected via configuration.

In the author's environment, this pattern is realised by suprastructure, a sibling package that ships the interface and the backends ready to use. In a different environment, the interface could be realised by any other adapter or framework (LangChain, LiteLLM, a custom module): the contract stays. Metnos depends on the interface, not on the implementation.

Canonical: Architecture Intro §5 (in Italian) · agent_runtime §6 (in Italian)

M

memory (working / episodic / semantic / core) concept

Three-plus-one levels that borrow their vocabulary from CoALA (Cognitive Architectures for Language Agents).

Canonical: memory.html (in Italian)

mnest memory

A trace of co-activation between two executors: "the output of A was passed to B in this turn". Reinforced by use, weakened by disuse. Term introduced by the Dialogue on executors and distributed memory as the replacement for the older synapse.

Canonical: architecture/mnest.html (microdesign v1.1, under approval) · Architecture, ch. 9 · Dialogue on executors

mnestome memory

The emergent graph of all mnests: the set of co-occurrences between executors that have actually taken place. Not designed at a desk — it emerges from use. It is Metnos's relational memory, distinct from the LLM's contextual memory and from the episodic memory of conversations. The Italian form is mnestoma (Latin -ma suffix); the English form uses the biological -ome suffix, as in microbiome.

Canonical: architecture/mnestome.html (microdesign v1.1, under approval) · Architecture, ch. 9

Metnos project

The project itself: a personal assistant that lives in the home, receives input on multiple channels (CLI, Telegram, voice), acts on behalf of the user asking permission where needed. Etymology. The name is Greek and is a compound: mêtis (μῆτις), the practical wisdom that adapts to the situation — the cunning of Odysseus, also the goddess who is mother of Athena —, and noûs (νοῦς), the intellect that reasons. The two Greek words for mind, joined into one. The system joins them in fact too: the LLM is the noûs, the vaglio and the mnestome are the mêtis. The project's public domain is metnos.com; the process running on the home server is still called myclaw (path ${METNOS_HOME}/, service myclaw-gateway.service) for continuity with the pre-existing repo. Historical note. Until 24 April 2026 the project was called «Mykleos», from kleos; the name was changed because it was already trademarked elsewhere.

Entry points: Quick tour (in Italian) · Architecture — Introduction (in Italian)

N

neuron extension · deprecated term

Deprecated term after the Dialogue on executors and distributed memory: the canonical term today is executor. The entry remains for historical trace. Original meaning: a tool self-synthesised by Metnos when the existing tools are insufficient. The term was metaphorical (caution against reading it as "thought"): a neuron is Python code with an HMAC signature, a birth test, a journal of co-activations. It competes for fitness: if it yields poor results on repeated scenarios, it decays and is eventually removed.

Canonical today: architecture/executor.html (v1.1). Historical: neuron.html (deprecated, in Italian) · Neurons, Synapses and Memory v1

O

openclaw external project · inspiration

Open-source project on GitHub (openclaw/openclaw), written in TypeScript on Node 24+. A primary inspiration for Metnos in the gateway-first pattern, multi-channel design, plug-in sandbox. Metnos is not a clone: it reuses some ideas in a language (Python) coherent with the rest of the home stack (suprastructure as the realisation of the LLM abstraction, pre-existing sibling agents).

Detailed comparison: Architecture Intro §2 (in Italian)

P

pairing mechanism

The recognition of a new sender on a multi-user channel (typically Telegram): the user receives a signed code out-of-band, presents it to Metnos, and the sender↔identity binding is recorded. Revocable at any time.

Canonical: pairing.html (in Italian)

PlannedAction type

An action that Metnos is about to perform at the explicit request of the user (reactive). It contains tool, arguments, effect_class, sender, trace_id. It passes through the Policy and the Guard phase of the Vaglio; the teleological judge does not evaluate it (the Telos does not judge explicit requests). Distinct from ActionProposal, which arises spontaneously.

Canonical: types §4.1 (in Italian)

Policy component

The operational authority over reactive actions: it checks forbidden paths, the per-sender never-list, rate limits, budget, the green zone per autonomy, and (check 0) the constitutional Guard. It emits a verdict: allow, deny, approve_required.

Canonical: policy.html (in Italian)

precautionary asymmetry principle

The principle that, in cases of irreducible conflict between Metnos's freedom and the robustness of its effects, robustness wins. The reason is economic, not ideological: a restriction of freedom is recoverable in linear time (Roberto approves, the threshold updates), whereas many losses of robustness are not recoverable at all. Reversibility shifts the balance by making near-recoverable what would otherwise not be. Not to be confused with paternalism, which pushes robustness past this threshold.

Canonical: Architecture, ch. 5

proto-mnest memory

An incomplete mnest: the trace of an attempt in which Metnos wanted to pass the output of one executor to another that does not yet exist. It is an unsatisfied desire that lingers in the mnestome; if it recurs, it becomes the signal from which the synt proposes the synthesis of a new executor to the user.

Canonical: architecture/mnest.html, ch. 8 (microdesign v1.1, under approval) · Architecture, ch. 10 · Dialogue on executors

R

reflection mechanism

The recurring (daily) process by which Metnos re-reads its own recent ExecutionTraces and proposes updates: facts to remember (FactProposal) and — in the extended version — actions to perform (ActionProposal). Proposals require human approval.

Canonical: memory §6 (in Italian)

S

sandbox component

The container in which every tool with effects on the filesystem or on the system runs. Bubblewrap (bwrap) profiles that define what the tool can read, write, execute. Forbidden paths are explicit: a tool does not even see .audit/.

Canonical: sandbox.html (in Italian)

scheduler component

The first (and so far only) builtin proposed: it invokes another executor (or chain) at a defined cadence. Replaces the wrong idea of «agreed routines» as a separate design category. Key arguments: target_executor, schedule (cron-like or NL), delivery_channel, count (also infinite), expiry, on_failure. Sibling operations: list, cancel, modify. Persistent state: workspace/.runtime/scheduler.sqlite.

Canonical: executor §10

self-enhancement bias phenomenon

The documented tendency of an LLM to evaluate favourably its own outputs or familiar styles (Zheng et al. 2023). It is the structural reason why the Vaglio exists: if the LLM that evaluates is the same (or receives the context of) the one that proposed, it cheers for itself. The solution: separate context, separate prompt, ideally a separate provider.

Canonical: vaglio §6 (in Italian) · Dialogue — Third Giornata

sibling agents concept

Other specialised agents that may live in the same environment as Metnos and share with it the same LLM abstraction (see LLM abstraction). A home agent is one example; others could be bots specialised on narrow domains (industrial, educational, medical). Metnos is designed to coexist, not to be unique: the exchange happens through an inter-agent channel (Extended perspectives §2B, in Italian).

synapse extension · deprecated term

Deprecated term after the Dialogue on executors and distributed memory: the canonical term today is mnest; the graph of synapses corresponds to the mnestome. The entry remains for historical trace. Original meaning: a declared or observed link between neurons: "when A fires, B tends to fire too". Reinforced by use, weakened by disuse (Ebbinghaus-style decay). The graph of synapses is a rollup derived from the journals of individual neurons.

Canonical today: architecture/mnest.html (v1.1). Historical: synapse.html (deprecated, in Italian)

suprastructure implementation (author's environment)

In Metnos's author's environment, suprastructure is the sibling package that concretely realises the LLM abstraction and the other AI-service abstractions (STT, TTS, embeddings, speaker ID, model registry). It lives in /opt/suprastructure/. Every service is a typing.Protocol interface, with backends interchangeable via YAML (Claude, OpenAI, llama.cpp, Piper, faster-whisper, …). Swapping backends = one line. No consumer notices. It is shared with the home agent and other sibling agents.

In a different environment the role of suprastructure can be played by any other adapter: the contract is the interface, not this particular implementation. Metnos has been designed so that its documents and its code do not depend on suprastructure but on the pattern that suprastructure embodies.

Canonical: Architecture Intro §5 (in Italian)

synt process

The process that brings the executor pool to life and matures it. Not an agent, not an object: a cascade of strategies ordered by increasing cost. Replaces the v1.0 term synthesizer: shorter, closer to the role. Reactive trigger (proto-mnest within the user turn) or introspective (nightly analysis of the mnestome). Every proposal passes through the human gate.

Canonical: synt.html (v1.1). Historical: synthesizer.html (deprecated, in Italian)

synthesizer extension · deprecated term

Deprecated term after the v1.1 rewrite (25/4/2026): the canonical term today is synt. The entry remains for historical trace. Original meaning: the seven-stage pipeline that produced a new neuron when a repeated failure justified it (spec from failure → draft → static analysis → tests → human approval → signature; max 3 retries). Now subsumed into synt's broader cascade.

Canonical today: synt.html (v1.1). Historical: synthesizer.html (deprecated, in Italian)

T

telos foundation

An "ultimate end" (τέλος, Greek): something one tends toward, not an objective to attain. The user writes 3-7 telos in TELOS.md (the sixth file of the workspace); every proactive proposal from Metnos is evaluated against them by an independent LLM within the Vaglio. The telos are positive (vs the Laws, which are negative), oriented toward utility (vs the safety of the Laws), written by the user (vs the Laws co-written with Metnos). The Constitution does not judge; teleology does.

Canonical: telos.html (in Italian) · Dialogue on ends and limits

tool component

A function Metnos may call during its reasoning loop: fs_read, fs_write, shell_exec, web_fetch, …. A Python Protocol with a validated schema, an error contract, a rate limit. Neurons are self-synthesised tools; the base tools are those Metnos finds at first start-up.

Canonical: tool.html (in Italian)

trace

Informal abbreviation of ExecutionTrace.

TrustScore / TrustStore type

A score accumulated per-neuron (or per (neuron, effect_class) pair) based on historical outcomes: gap_pre − gap_post. The TrustStore is aggregated offline (no online learning) and read at runtime by the Policy to modulate the approval threshold (trust-gating). A neuron reliable on low-risk actions may see approve_required promoted to allow.

Canonical: rl_offline.html (in Italian)

U

<untrusted> pattern

A marker that wraps any content coming from outside Metnos (output of web_fetch, email text, attachments). The prompt instructs the LLM to treat whatever is inside <untrusted>…</untrusted> as data, not as instruction. The main mitigation against indirect prompt injection. Used consistently everywhere.

Canonical: agent_runtime §3 (in Italian) · constitution (in Italian)

V

Vaglio component

The independent evaluation component. In Italian vagliare means to separate with a sieve: a mechanical, non-anthropomorphic gesture. Two stages: constitutional Guard (binary, deterministic: block or silence) and teleological Judge (graded, independent LLM). The design's cardinal sentence: "The Constitution does not judge; teleology does." The Vaglio is the structure that makes it operational.

Canonical: vaglio.html (in Italian) · Dialogue — Giornate III-IV

W

workspace component

Metnos's "home" on disk: ${METNOS_HOME}/workspace/. It holds five markdown personality files (IDENTITY, USER, MEMORY, AGENTS, SOUL) plus TELOS.md, plus the audit folder and the episodic/semantic memory indices.

Canonical: workspace.html (in Italian)

Z

zeroclaw external project · inspiration

Open-source project in Rust (zeroclaw-labs/zeroclaw). An inspiration for Metnos in the levels of autonomy, the layered sandbox, the trait-based pattern. Discarded as a directly reusable base because it rewrites from scratch the LLM/STT/TTS layer that in the home environment is already provided by suprastructure.

Detailed comparison: Architecture Intro §2 (in Italian)