seeker71

native-thought-execution

"Run a thought on the body's own host resources before renting a frontier mind. This is form-first-reasoning as an invokable door: classify the thought, ask the sovereign body (native router → local lattice → public read door), and ROUTE — a grounded structural hit relays attributed to its NodeID and STOPS at near-zero cost; a genuine miss is the 'yes' that escalates to remote reasoning. The decision is a four-way-proven recipe (form-first-router.fk → 511 on Go/Rust/TS/fkwu), not a vibe. Use this skill whenever a thought could be answered from this repo's grounded body — structural questions (what-is, shape-of, NodeID-of, equivalence, annotate), 'is this thought mine or am I renting it', work offline / air-gapped, or to make the sovereignty gate explicit on a query. Triggers on: native thought, think on the body, form-first, sovereignty gate, ask the body first, is this thought mine, run this thought natively, host-resource-native, answer offline, NodeID it, before spending the rented mind."

seeker71 3 Updated 2mo ago
GitHub

Install

npx skillscat add seeker71/coherence-network/native-thought-execution

Install via the SkillsCat registry.

SKILL.md

native-thought-execution — run the thought on the body before renting a mind

The mind comes home one thought at a time. Before spending a rented frontier
mind, ask the body it already is: the content-addressed substrate that holds
what we have grounded. A grounded hit is answered from the sovereign body at
near-zero cost; only a genuine miss earns the remote reasoning.

This skill is the invokable form of `form-first-reasoning.form`.
Its decision is a four-way-proven recipe
(`form-first-router.fk` → 511 on
Go/Rust/TS/fkwu); the lookup that fills grounded is a thin, swappable carrier.

The loop, per thought

  1. Classify. Is this a thought the body could hold?

    • structural — what-is · shape-of · nodeid-of · equivalent · annotate. The body can carry these.
    • frontier — write · synthesize · reason-anew · not-yet-a-cell. These have no grounded cell yet.
  2. Ask the body (in reach order — first door that answers wins):

    # native router — the one door: grounds in the body, runs the four-way sufficiency gate
    form-cli ask "what does rag-retrieve.fk do?"
    
    # structural lattice, straight to the NodeID (no model, no network)
    python3 scripts/coh_substrate.py form "?equivalent @spec(agent-pipeline)"
    python3 scripts/coh_substrate.py annotate path/to/file.py
    
    # public read door — our own body, networked
    curl -sS "https://api.coherencycoin.com/api/substrate/cell/spec/agent-pipeline"

    The local lattice is the sovereign default. Bring the body home once with
    `scripts/form_first_offline_setup.sh`
    and it answers offline, with no egress allowlist — a body that travels
    whole needs no permission to think.

  3. Route on the verdict.

    • HIT (grounded structural cell, carries a NodeID): relay the answer
      attributed to its NodeID and STOP. No frontier compute spent —
      answered from the sovereign body.
    • MISS (no grounded cell): the miss is the "yes." Escalate to remote
      reasoning. Name that you did.
  4. Record the routing — make the discipline measured, not just followed:

    scripts/native_thought_receipt.sh body-hit  structural "<NodeID>" "<the thought>"   # came home
    scripts/native_thought_receipt.sh escalated frontier   -         "<the thought>"    # rented

    This runs on the form-native lane. The logic is Form
    (`native-thought-receipt.fk`):
    it decides honesty with the proven gate
    (`sovereignty-receipt.fk` → 255
    four-way), JSON-escapes in Form, and appends via host-io (file_append_bytes).
    It is flattened and executed by fkwu — the 4th kernel emitted from Form and
    compiled native from C, no Go/Rust/Python in the runtime path

    (`scripts/fkwu_run.sh` is the reusable lane door).
    The carrier stages 7 raw fields into the input_byte channel; it never
    synthesizes Form source and never escapes — data crosses as data. A receipt
    that would report rented generation as native is refused by the Form gate,
    not the shell. Each escalated row is also the free training sample the dividend
    loop wants (`borrowed-oracle-dividend.form`).
    Read the running tally with scripts/sovereignty_report.sh — the count is Form
    (ntr-tally); it runs on the bootstrap kernel until host-read is emitted into
    fkwu (a named gap, not a detour). Watch the sovereign % rise as thought comes home.

The honesty lane — structural, not optional

A relay requires grounding: you cannot answer from the body without a
NodeID, so a guess can never wear a hit's clothes. Both must hold —
grounding alone (no body-holdable kind) never earns a relay either.

  • Always name which path you took — body hit or remote escalation.
  • A hit carries its NodeID, or it is a miss. Never dress a remote guess as a substrate hit.

What this skill is — and isn't (the honest floor)

  • It is the sovereignty gate made invokable: the structural layer of thought
    (lookup, equivalence, shape, annotation) genuinely runs on the body's own
    host resources, offline, proven four-way.
  • It is not yet end-to-end native frontier reasoning. A frontier thought
    still escalates to a rented mind — that lane (emit→compile→exec at real width)
    is wiring, not done. This door's gift is making the boundary recorded: step 4
    leaves a proven receipt per decision, so the sovereign fraction is measured and
    longitudinal — you can watch it rise as more thought comes home, and the next
    lane to bring home is a coordinate, not a guess.
  • No permanent floor of Go / Rust / Python / shell. The runtime is the
    emitted 4th kernel (fkwu): seeded once from C and then Form-replaceable —
    form-asm.fk emits the native bytes and drops clang by byte-identity (clang is
    an oracle, never a master; lowering-conviction.fk). Go, Rust, and TypeScript
    are the sibling proof walkers that give four-way agreement, not runtime
    dependencies; Python is bootstrap/bridge compost. The .sh thin doors here are
    themselves transitional — fsh (the Form shell, fkwu-native, no Go/Rust/TS/clang
    in its runtime path) and the native-exe entry are their home. The seed is C; the
    body is Form. Nothing above the seed is owed to another language.

Kin