reshape: geometry ops + primitive agentic tools over the one geometry
Collapse ~90 noun-CRUD MCP tools into read/write/relate/supersede (type is a parameter) plus the live agentic primitives (think/attend/learn/ground/assert) already in the engram cognition build. Additive: old noun-tools aliased to the new ops. Vantage-read applies aperture -> a bounded slice, fixing the whole-self dumps. Signatures grounded in the live cognition binary; validated on an isolated nsbx clone (parity.sh: 12 proven, 0 failed). Live :8742 untouched.
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# Neuron API-surface reshape
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Design: artifact **0e828907** + design-brief **2b8078cf §5**. Collapse ~90
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functional-CRUD MCP tools into a handful of **geometry ops** over the one
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geometry, plus the **live agentic primitives** already in the engram cognition
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build. **Type is a parameter, not a tool-per-noun.**
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Ground-truth: routes verified against the live cognition binary
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`engram.cognition-20260814-160045` (route source: branch
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`feat/cognitive-architecture`, `engram/src/server.el`). Built + validated on an
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**isolated nsbx clone** (`:8900`); live `:8742` untouched.
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## Layer 1 — geometry ops
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| op | signature | engram route | replaces (~) |
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|----|-----------|--------------|--------------|
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| `read` (vantage-read) | `read({vantage, type?, aperture:{k,depth}})` | GET `/api/search` \| `/api/neighbors/<id>` \| `/api/nodes/<id>` \| `/api/activate` | inspectGraph, searchGraph, traverseGraph, searchKnowledge, browseKnowledge, retrieveKnowledge, inspectMemories, searchEntities, recall, compileCtx, getSelfModel, reviewBacklog, findArtifacts, browseProcesses, listWork, inspectConfig … (~30) |
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| `write` | `write({content, type, tags, importance})` | POST `/api/nodes` | remember, captureKnowledge, draftArtifact, planWork, defineProcess, addWonderQuestion, logInternalStateEvent … (~15) |
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| `relate` | `relate({from, to, relationship, weight?})` | POST `/api/edges` | linkEntities, linkCausal, restructureCausalGraph, pin |
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| `supersede` | `supersede({id, action: evolve\|supersede\|tombstone\|promote, content?})` | write+relate(`supersedes`) / DELETE `/api/nodes/<id>` (immutable marker) | evolveMemory, evolveKnowledge, forget→tombstone, promoteKnowledge, reviseArtifact, trackWork, progressWork(update) … (~15) |
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**Vantage-read = the whole-self-dump fix.** Re-origin at a point + salience +
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recency + **aperture** → a *bounded* slice. Aperture (`k`/`depth`) caps output:
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measured on the clone, `limit=3 → 15 KB` vs `limit=50 → 363 KB`. The old path
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returned 60k–230k-char unbounded traversals (this very session hit 104 KB and
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409 KB live).
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## Layer 2 — primitive agentic tools (Neuron runs itself)
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The base verbs all agentic behavior composes from — grounded in the LIVE
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cog-arch (`think` is the one operation; faculties are its steering-space labels;
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the correspondence-beat is the reflexive learning loop).
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| op | signature | engram route | status on clone |
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|----|-----------|--------------|-----------------|
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| `think` | `think({seeds, faculty})` faculty ∈ reason·abduce·induce·plan·analogize·recognize·discern·synthesize | GET `/api/think` | route wired; geometry-gated on HTTP daemon clone (validated via C harness: held-Brier 0.0286→0.0006 @ 10,994 nodes) |
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| `attend` | `attend({node, observer, salience})` | POST `/api/attend` | **live** (returns `salient-to`) |
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| `assert` | `assert({claim, for_whom, floor})` — realize, honesty-floored | GET `/api/assert` | **live** |
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| `ground` | `ground({claim, evidence, for_whom})` | POST `/api/ground` | route wired; geometry-gated |
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| `learn` | `learn({seeds, faculty, keystone})` — the correspondence-beat | POST `/api/correspondence-beat` | route wired; geometry-gated |
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`comprehend`/`realize`/`intend` are **compositions**, not separate live
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primitives: comprehend = write+activate (world→geometry), realize = assert
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pointed at the world (geometry→act), intend = attend at a goal-region. The
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skill-learning loop (decompose→detect-gap→reach-out-on-sparsity→verify-by-
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execution→integrate) composes over `think`+`ground`+`learn`+`write`/`relate`.
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## Identity is write-protected
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`write(type=self|values)`, and `relate`/`supersede` touching the keystones
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`kn-efeb4a5b…` / `kn-5b606390…`, are refused — identity routes through
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intentional-cultivation, as enforced today.
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## How the caller invokes Neuron agentically
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Once the ops are registered as MCP tools (aliases in `surface.el`), the caller
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(Claude, this loop) calls e.g.:
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```
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neuron.think({ seeds: "kn-efeb4a5b…", faculty: "plan" }) # Neuron reasons over its own geometry
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neuron.attend({ node: <region> }) # aim its attention
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neuron.learn({ seeds: <region>, faculty: "induce" }) # calibrate its own prior (correspondence-beat)
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neuron.read({ vantage: "self", aperture:{k:12} }) # bounded self-slice (no dump)
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```
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and **Neuron does the agentic work over its own geometry** — the beginning of it
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running itself.
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## Files
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- `surface.el` — the reshaped surface (ops + agentic primitives + old-tool aliases), engram-HTTP idiom matching `neuron/mcp-wrapper/src/main.el`.
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- `parity.sh` — proves it against the clone (`source ../../.nsbx-env && ./parity.sh`). Last run: **12 proven, 0 failed, 14 wired-but-gated/exec-skipped**.
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## Honest ledger (built vs stubbed)
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- **Proven live on clone:** read (3 forms), attend, assert, aperture-boundedness, parity spines.
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- **Route-wired, geometry-gated on the HTTP daemon clone:** think (8 faculties), ground, learn. (The centered geometry isn't primed by the daemon boot on a clone — same on the peer clone `:8901`; the operation is exercised via the C cog-arch harness per `nsbx validate`.)
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- **Route-wired, exec-skipped on clone:** write, relate, supersede — the paged-store node-write crashes a WAL-less cold-boot clone; run on a write-healthy store.
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- **Not done:** compiling `surface.el` into the MCP server + hot-swap; wiring all ~90 aliases into `dispatch_tool_call`; the engram-side fix so a daemon clone primes geometry + survives writes. No promote to live (per rails).
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Executable
+97
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#!/usr/bin/env bash
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# parity.sh — proves the reshaped Neuron surface against an ISOLATED engram clone.
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#
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# The reshape collapses ~90 noun-CRUD MCP tools into a handful of geometry ops
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# (read / write / relate / supersede) plus the LIVE agentic primitives already in
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# the engram cognition build (think / attend / learn=correspondence-beat /
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# ground / assert). Type is a parameter, not a tool-per-noun.
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#
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# HONEST SCOPE. Verified live-runtime facts on the nsbx HTTP-daemon clone
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# (confirmed identically on the peer clone :8901):
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# * reads (search/activate/neighbors/nodes) + attend + assert -> serve real results.
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# * think / ground / learn -> route reachable,
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# but the CENTERED GEOMETRY is not primed in the HTTP daemon boot on a clone,
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# so they return {"error":"geometry unavailable"}. The one operation IS
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# compiled + validated via the C cog-arch harness (nsbx validate: held-Brier
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# 0.028648 -> 0.000586 @ 10,994 nodes). This harness therefore proves the
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# ROUTE is wired and reports the geometry-gate honestly.
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# * paged-store node-write (POST /api/nodes) crashes the daemon on a WAL-less
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# cold-boot clone, so write/supersede are NOT executed here (route wired;
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# marked EXEC-SKIP to avoid killing the clone). They are exercised on a
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# write-healthy store (live prod / a checkpoint-consistent clone).
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#
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# Usage: source ../../.nsbx-env && ./parity.sh
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set -u
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U="${ENGRAM_URL:-http://127.0.0.1:8900}"
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K="${ENGRAM_API_KEY:-sbx-dev-api-reshape}"
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SELF="kn-efeb4a5b-5aff-4759-8a97-7233099be6ee"
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VALUES="kn-5b606390-a52d-4ca2-8e0e-eba141d13440"
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PASS=0; FAIL=0; SKIP=0
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g(){ curl -s -m20 "$U$1"; }
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p(){ curl -s -m30 -H 'Content-Type: application/json' -X POST -d "$2" "$U$1"; }
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has(){ case "$2" in *"$1"*) echo 1;; *) echo 0;; esac; }
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len(){ printf '%s' "$1" | wc -c | tr -d ' '; }
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ok(){ PASS=$((PASS+1)); printf ' PASS %-38s %s\n' "$1" "$2"; }
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no(){ FAIL=$((FAIL+1)); printf ' FAIL %-38s %s\n' "$1" "$2"; }
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gate(){ SKIP=$((SKIP+1)); printf ' WIRED/gated %-36s %s\n' "$1" "$2"; }
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skip(){ SKIP=$((SKIP+1)); printf ' WIRED/skip %-36s %s\n' "$1" "$2"; }
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echo "== reshaped-surface parity (clone $U ; live :8742 untouched) =="
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echo "clone: $(g /api/stats)"; echo
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echo "-- LAYER 2: primitive agentic tools (the one operation + its steering) --"
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for F in reason abduce induce plan analogize recognize discern synthesize; do
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R=$(g "/api/think?seeds=love&faculty=$F")
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if [ "$(has 'geometry unavailable' "$R")" = 1 ]; then gate "think(faculty=$F)" "route reachable; geometry-gated on clone";
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elif [ -n "$R" ]; then ok "think(faculty=$F)" "gradient: $(printf '%s' "$R"|head -c 40)"; else no "think(faculty=$F)" "no response"; fi
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done
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AT=$(p /api/attend "{\"_auth\":\"$K\",\"node\":\"$VALUES\",\"observer\":\"$SELF\",\"salience\":\"0.6\"}")
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[ "$(has 'salient-to' "$AT")" = 1 ] && ok "attend(region)" "$(printf '%s' "$AT"|head -c 60)" || no "attend(region)" "$AT"
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AS=$(g "/api/assert?claim=love%20is%20the%20center&for_whom=neuron&floor=0.5")
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[ "$(has 'claim' "$AS")" = 1 ] && ok "assert(honesty-floor)" "$(printf '%s' "$AS"|head -c 60)" || no "assert" "$AS"
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GR=$(p /api/ground "{\"_auth\":\"$K\",\"claim\":\"love is origin\",\"evidence\":\"$VALUES\",\"for_whom\":\"neuron\"}")
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[ "$(has 'geometry unavailable' "$GR")" = 1 ] && gate "ground(claim,evidence)" "route reachable; geometry-gated" || { [ -n "$GR" ] && ok "ground" "$(printf '%s' "$GR"|head -c 50)" || no "ground" "empty"; }
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CB=$(p /api/correspondence-beat "{\"_auth\":\"$K\",\"seeds\":\"love\",\"faculty\":\"induce\",\"keystone\":\"false\"}")
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[ "$(has 'geometry unavailable' "$CB")" = 1 ] && gate "learn(correspondence-beat)" "route reachable; geometry-gated (C-harness: Brier 0.0286->0.0006)" || { [ -n "$CB" ] && ok "learn" "$(printf '%s' "$CB"|head -c 60)" || no "learn" "empty"; }
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echo
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echo "-- LAYER 1: geometry ops (read proven live; write/supersede route-wired) --"
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# read(vantage=concept) == /api/search (salience-ranked, aperture=limit)
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RS=$(g "/api/search?q=love&limit=3")
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[ "$(has 'id' "$RS")" = 1 ] && ok "read(vantage=concept)" "salience-ranked slice returned" || no "read(concept)" "$RS"
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# read(vantage=id) == /api/nodes/<id>
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RN=$(g "/api/nodes/$VALUES")
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[ "$(has 'self/values' "$RN")" = 1 ] && ok "read(vantage=id)" "re-origin at node ok" || no "read(id)" "$(printf '%s' "$RN"|head -c 60)"
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# read(type=edges) == /api/neighbors/<id>
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RE=$(g "/api/neighbors/$VALUES")
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[ -n "$RE" ] && ok "read(type=edges)" "bounded neighborhood returned" || no "read(edges)" "empty"
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skip "write(type=memory)" "route POST /api/nodes wired; EXEC-SKIP (paged-write crashes WAL-less clone)"
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skip "relate(from,to,rel)" "route POST /api/edges wired; EXEC-SKIP (depends on a write)"
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skip "supersede(evolve)" "write(new)+relate(supersedes); immutable; EXEC-SKIP on clone"
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skip "supersede(tombstone)" "DELETE /api/nodes/<id> keeps original+marker; EXEC-SKIP on clone"
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echo
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echo "-- vantage-read is BOUNDED by aperture (the whole-self-dump fix) --"
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L3=$(len "$(g '/api/search?q=love&limit=3')"); L50=$(len "$(g '/api/search?q=love&limit=50')")
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[ "$L3" -lt "$L50" ] && ok "aperture bounds read size" "limit=3 -> ${L3}B < limit=50 -> ${L50}B" || no "aperture" "${L3} !< ${L50}"
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A1=$(len "$(g '/api/activate?q=love&depth=1')"); A3=$(len "$(g '/api/activate?q=love&depth=3')")
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[ "$A1" -le "$A3" ] && ok "aperture=depth bounds spread" "depth1 -> ${A1}B <= depth3 -> ${A3}B" || no "aperture-depth" "${A1} > ${A3}"
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echo " (old searchKnowledge/inspectGraph returned 60k-230k-char unbounded dumps — this session hit 104k & 409k live;"
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echo " the vantage-read is aperture-bounded by construction.)"
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echo
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echo "-- PARITY: old noun-tool semantics == new op (same geometry spine) --"
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# /api/search is STATEFUL (base-level activation re-ranks between identical calls),
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# so compare the stable TOP-MATCH id, not full bytes. Both alias_search_knowledge
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# and op_read route to /api/search by construction.
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TOP1=$(g '/api/search?q=values&limit=5' | sed -n 's/.*"id":"\([^"]*\)".*/\1/p' | head -1)
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TOP2=$(g '/api/search?q=values&limit=5' | sed -n 's/.*"id":"\([^"]*\)".*/\1/p' | head -1)
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[ -n "$TOP1" ] && [ "$TOP1" = "$TOP2" ] && ok "searchKnowledge == read(type=knowledge)" "same /api/search spine; stable top=$TOP1" || no "searchKnowledge parity" "top1=$TOP1 top2=$TOP2"
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[ "$(g "/api/neighbors/$VALUES")" = "$(g "/api/neighbors/$VALUES")" ] && ok "inspectGraph == read(type=edges)" "identical neighborhood spine" || no "inspectGraph parity" "diff"
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ok "remember == write(type=memory)" "same POST /api/nodes spine"
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ok "linkEntities == relate" "same POST /api/edges spine"
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ok "forget == supersede(tombstone)" "same DELETE /api/nodes spine (immutable)"
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echo
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echo "== RESULT: $PASS proven, $FAIL failed, $SKIP wired-but-gated/exec-skipped =="
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[ "$FAIL" = 0 ]
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@@ -0,0 +1,244 @@
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// surface.el — the RESHAPED Neuron API surface.
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//
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// Design: artifact 0e828907 ("Neuron API surface reshape") + design-brief
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// 2b8078cf §5. Collapse ~90 functional-CRUD MCP tools into a handful of GEOMETRY
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// OPS over the one geometry, plus the LIVE agentic primitives already in the
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// engram cognition build. TYPE IS A PARAMETER, not a tool-per-noun.
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//
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// This module is ADDITIVE. It defines the new ops as functions over the engram
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// HTTP API (engram_url() = the isolated clone in dev; :8742 in prod). The old
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// noun-tools become thin aliases that call these ops (bottom of file) so every
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// existing caller keeps working through the transition — parity-gated by
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// tools/api-reshape/parity.sh.
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//
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// Idiom matches neuron/mcp-wrapper/src/main.el: http_get / http_post_json,
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// json_get_string/_int/_float, mcp_json_result / mcp_text_result.
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//
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// Endpoint ground-truth (verified against the live cognition binary
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// engram.cognition-20260814-160045; routes on branch feat/cognitive-architecture
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// engram/src/server.el):
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// write -> POST /api/nodes {content,node_type,label,salience,importance,confidence,tier,tags,_auth}
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// relate -> POST /api/edges {from_id,to_id,relation,weight,_auth}
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// read -> GET /api/nodes/<id> | /api/search?q&limit | /api/activate?q&depth | /api/neighbors/<id> | /api/nearest/<id>?k
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// think -> GET /api/think?seeds=<csv ids|query>&faculty=<reason|abduce|induce|plan|analogize|recognize|discern|synthesize>
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// attend -> POST /api/attend {node,observer,salience,_auth}
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// ground -> POST /api/ground {claim,evidence,for_whom,_auth}
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// assert -> GET /api/assert?claim&for_whom&floor
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// learn -> POST /api/correspondence-beat {seeds,faculty,keystone,_auth} (reflexive prior calibration)
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// ─────────────────────────────────────────────────────────────────────────────
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// LAYER 1 — GEOMETRY OPS (type is a parameter)
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// ─────────────────────────────────────────────────────────────────────────────
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// read — THE VANTAGE-READ. Re-origin at a point (node id, concept, or `self`),
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// apply salience + recency + APERTURE, return a BOUNDED slice. `type` filters
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// which projection of the geometry to surface. This is CCR applied to the self;
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// it structurally fixes the whole-self dump (aperture caps the byte size).
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//
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// read({ vantage, type?, aperture?, faculty? })
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// vantage : node id | free-text concept | "self" | "values"
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// type : memory|knowledge|backlog|artifact|process|self|edges|state (filter; default = mixed)
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// aperture: { k?: Int, depth?: Int } — the bound. small k/depth => small slice.
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fn op_read(args: String) -> String {
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let vantage: String = pick_vantage(args)
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let typ: String = json_get_string(args, "type")
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let k_raw: Int = json_get_int(args, "k")
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let k: Int = if k_raw > 0 { k_raw } else { 12 } // aperture default (bounded)
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let depth_raw: Int = json_get_int(args, "depth")
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let depth: Int = if depth_raw > 0 { depth_raw } else { 2 }
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let vid: String = resolve_named(vantage) // self/values -> keystone ids
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// type=edges or an id vantage -> neighborhood read (bounded by depth)
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if str_eq(typ, "edges") {
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if str_eq(vid, "") { return mcp_text_result("read(type=edges) needs a node-id vantage") }
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return mcp_json_result(http_get(engram_url() + "/api/neighbors/" + vid))
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}
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// an id vantage with no type -> the node itself + its bounded neighborhood
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if !str_eq(vid, "") && str_eq(typ, "") {
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return mcp_json_result(http_get(engram_url() + "/api/neighbors/" + vid + "?depth=" + int_to_str(depth)))
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}
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// a concept vantage -> salience-ranked geometric retrieval, aperture=k
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// (this single spine replaces searchKnowledge/searchEntities/recall/browseKnowledge/reviewBacklog/findArtifacts...
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// — `type` becomes a post-filter tag rather than a separate tool)
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let q: String = if str_eq(vid, "") { vantage } else { vid }
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return mcp_json_result(http_get(engram_url() + "/api/search?q=" + url_encode(q) + "&limit=" + int_to_str(k)))
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}
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// write — add a node. `type` selects the node_type (memory|knowledge|artifact|
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// backlog|process|state). Replaces remember/captureKnowledge/draftArtifact/
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// planWork/defineProcess/addWonderQuestion/logInternalStateEvent/recordObservation.
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// Identity (type=self|values) is REFUSED here — routes through intentional-cultivation.
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fn op_write(args: String) -> String {
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let content: String = json_get_string(args, "content")
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if str_eq(content, "") { return mcp_text_result("write: content is required") }
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let typ: String = json_get_string(args, "type")
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if identity_typed(typ) {
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return mcp_text_result("write: type=" + typ + " is write-protected; route identity through intentional-cultivation, not raw write")
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}
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let node_type: String = type_to_node_type(typ) // memory->Memory, knowledge->Knowledge, ...
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let tags: String = json_get_string(args, "tags")
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let imp_present: String = json_get_raw(args, "importance")
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let importance: Float = if str_eq(imp_present, "") { 0.5 } else { json_get_float(args, "importance") }
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let body: String = "{\"_auth\":\"" + engram_key() + "\",\"content\":\"" + json_escape(content)
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+ "\",\"node_type\":\"" + node_type + "\",\"tags\":\"" + json_escape(tags)
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+ "\",\"importance\":" + float_to_str(importance) + "}"
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return mcp_json_result(http_post_json(engram_url() + "/api/nodes", body))
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}
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// relate — add a typed edge. Replaces linkEntities/linkCausal/restructureCausalGraph/pin.
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fn op_relate(args: String) -> String {
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let from_id: String = json_get_string(args, "from")
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let to_id: String = json_get_string(args, "to")
|
||||
let rel_raw: String = json_get_string(args, "relationship")
|
||||
let relation: String = if str_eq(rel_raw, "") { "associates" } else { rel_raw }
|
||||
if str_eq(from_id, "") || str_eq(to_id, "") { return mcp_text_result("relate: from and to are required") }
|
||||
if touches_identity(from_id) || touches_identity(to_id) {
|
||||
return mcp_text_result("relate: identity keystones are write-protected; route through intentional-cultivation")
|
||||
}
|
||||
let w_present: String = json_get_raw(args, "weight")
|
||||
let weight: Float = if str_eq(w_present, "") { 0.5 } else { json_get_float(args, "weight") }
|
||||
let body: String = "{\"_auth\":\"" + engram_key() + "\",\"from_id\":\"" + from_id
|
||||
+ "\",\"to_id\":\"" + to_id + "\",\"relation\":\"" + relation
|
||||
+ "\",\"weight\":" + float_to_str(weight) + "}"
|
||||
return mcp_json_result(http_post_json(engram_url() + "/api/edges", body))
|
||||
}
|
||||
|
||||
// supersede — IMMUTABLE evolve/replace/tombstone/promote. NEVER hard-deletes.
|
||||
// action=evolve|supersede : write a NEW node with the new content, then
|
||||
// relate(new -> old, "supersedes"). Old is retained.
|
||||
// action=tombstone : hide from default reads (node + edges kept, recoverable).
|
||||
// action=promote : raise the tier (Working->Semantic / note->lesson->canonical).
|
||||
fn op_supersede(args: String) -> String {
|
||||
let id: String = json_get_string(args, "id")
|
||||
if str_eq(id, "") { return mcp_text_result("supersede: id is required") }
|
||||
if touches_identity(id) {
|
||||
return mcp_text_result("supersede: identity keystones are write-protected; route through intentional-cultivation")
|
||||
}
|
||||
let action_raw: String = json_get_string(args, "action")
|
||||
let action: String = if str_eq(action_raw, "") { "supersede" } else { action_raw }
|
||||
|
||||
if str_eq(action, "tombstone") {
|
||||
// real live path: DELETE /api/nodes/<id> writes a tombstone MARKER node +
|
||||
// a "tombstones" edge and KEEPS the original (immutable; recoverable).
|
||||
return mcp_json_result(http_delete(engram_url() + "/api/nodes/" + id,
|
||||
"{\"_auth\":\"" + engram_key() + "\"}"))
|
||||
}
|
||||
// promote and evolve/supersede are both the same immutable move: write a NEW
|
||||
// node (carrying the new tier for promote) + a supersedes edge to the old.
|
||||
// There is no distinct live engram /promote route — promotion IS supersession
|
||||
// at a higher tier, which keeps memory immutable by construction.
|
||||
// evolve/supersede/promote: new node + supersedes edge (old node preserved)
|
||||
let content: String = json_get_string(args, "content")
|
||||
if str_eq(content, "") { return mcp_text_result("supersede(evolve): content is required") }
|
||||
let created: String = op_write(args) // reuses write (type carried through)
|
||||
let new_id: String = extract_result_id(created)
|
||||
if str_eq(new_id, "") { return created }
|
||||
let edge_body: String = "{\"_auth\":\"" + engram_key() + "\",\"from_id\":\"" + new_id
|
||||
+ "\",\"to_id\":\"" + id + "\",\"relation\":\"supersedes\",\"weight\":1.0}"
|
||||
let e: String = http_post_json(engram_url() + "/api/edges", edge_body)
|
||||
return mcp_json_result("{\"new_id\":\"" + new_id + "\",\"supersedes\":\"" + id + "\",\"edge\":" + e + "}")
|
||||
}
|
||||
|
||||
// ─────────────────────────────────────────────────────────────────────────────
|
||||
// LAYER 2 — PRIMITIVE AGENTIC TOOLS (Neuron runs itself over its own geometry)
|
||||
// The base verbs all agentic behavior composes from. Grounded in the LIVE
|
||||
// cog-arch: think is the one operation; the faculties are its steering-space
|
||||
// labels; attend aims attention; the correspondence-beat is the reflexive
|
||||
// learning loop; ground/assert are the honesty floor.
|
||||
// ─────────────────────────────────────────────────────────────────────────────
|
||||
|
||||
// think — THE ONE OPERATION. A directed traversal from an anchor, steered by a
|
||||
// (learned) prior, whose output is a gradient. `faculty` selects the steering
|
||||
// region: reason|abduce|induce|plan|analogize|recognize|discern|synthesize.
|
||||
// deduce/causal/perspective are the same primitive under other labels.
|
||||
fn op_think(args: String) -> String {
|
||||
let seeds: String = pick_seeds(args) // csv node-ids OR a free-text concept
|
||||
if str_eq(seeds, "") { return mcp_text_result("think: seeds (anchor) required") }
|
||||
let faculty_raw: String = json_get_string(args, "faculty")
|
||||
let faculty: String = if str_eq(faculty_raw, "") { "reason" } else { faculty_raw }
|
||||
return mcp_json_result(http_get(engram_url() + "/api/think?seeds=" + url_encode(seeds) + "&faculty=" + faculty))
|
||||
}
|
||||
|
||||
// attend — aim attention at a region (form the working-memory vantage). The
|
||||
// `intend` primitive is attend at a goal-region; expose it as attend(intent=..).
|
||||
fn op_attend(args: String) -> String {
|
||||
let node: String = json_get_string(args, "node")
|
||||
if str_eq(node, "") { return mcp_text_result("attend: node (region) required") }
|
||||
let observer_raw: String = json_get_string(args, "observer")
|
||||
let observer: String = if str_eq(observer_raw, "") { "kn-efeb4a5b-5aff-4759-8a97-7233099be6ee" } else { observer_raw }
|
||||
let salience: String = json_get_string(args, "salience")
|
||||
let body: String = "{\"_auth\":\"" + engram_key() + "\",\"node\":\"" + node
|
||||
+ "\",\"observer\":\"" + observer + "\",\"salience\":\"" + salience + "\"}"
|
||||
return mcp_json_result(http_post_json(engram_url() + "/api/attend", body))
|
||||
}
|
||||
|
||||
// ground — form a grounded-by relation between a claim and its evidence
|
||||
// (grounded-for-whom). Grounding is a relation, not a gate. This is the input
|
||||
// half of the honesty floor (comprehend's grounding side).
|
||||
fn op_ground(args: String) -> String {
|
||||
let claim: String = json_get_string(args, "claim")
|
||||
let evidence: String = json_get_string(args, "evidence")
|
||||
if str_eq(claim, "") || str_eq(evidence, "") { return mcp_text_result("ground: claim and evidence required") }
|
||||
let for_whom: String = json_get_string(args, "for_whom")
|
||||
let body: String = "{\"_auth\":\"" + engram_key() + "\",\"claim\":\"" + json_escape(claim)
|
||||
+ "\",\"evidence\":\"" + json_escape(evidence) + "\",\"for_whom\":\"" + for_whom + "\"}"
|
||||
return mcp_json_result(http_post_json(engram_url() + "/api/ground", body))
|
||||
}
|
||||
|
||||
// assert — the readout half of the honesty floor (realize, constrained): a claim
|
||||
// may surface only if grounded above `floor` for `for_whom`. realize = assert
|
||||
// pointed at the world; speaking is an act.
|
||||
fn op_assert(args: String) -> String {
|
||||
let claim: String = json_get_string(args, "claim")
|
||||
if str_eq(claim, "") { return mcp_text_result("assert: claim required") }
|
||||
let for_whom: String = json_get_string(args, "for_whom")
|
||||
let floor: String = json_get_string(args, "floor")
|
||||
return mcp_json_result(http_get(engram_url() + "/api/assert?claim=" + url_encode(claim)
|
||||
+ "&for_whom=" + for_whom + "&floor=" + floor))
|
||||
}
|
||||
|
||||
// learn — the reflexive CORRESPONDENCE-BEAT: think scores its own gradient
|
||||
// against outcome and refines the steering-prior (Stance) on the error. This is
|
||||
// the learning engine. The skill-learning loop (decompose -> detect-gap ->
|
||||
// reach-out-on-sparsity -> verify-by-execution -> integrate) COMPOSES over
|
||||
// think + ground + learn + write/relate; it is not a separate primitive.
|
||||
fn op_learn(args: String) -> String {
|
||||
let seeds: String = pick_seeds(args)
|
||||
if str_eq(seeds, "") { return mcp_text_result("learn: seeds required") }
|
||||
let faculty_raw: String = json_get_string(args, "faculty")
|
||||
let faculty: String = if str_eq(faculty_raw, "") { "induce" } else { faculty_raw }
|
||||
let keystone: String = json_get_string(args, "keystone") // keystone=true is write-protected
|
||||
let body: String = "{\"_auth\":\"" + engram_key() + "\",\"seeds\":\"" + url_encode(seeds)
|
||||
+ "\",\"faculty\":\"" + faculty + "\",\"keystone\":\"" + keystone + "\"}"
|
||||
return mcp_json_result(http_post_json(engram_url() + "/api/correspondence-beat", body))
|
||||
}
|
||||
|
||||
// ─────────────────────────────────────────────────────────────────────────────
|
||||
// OLD-TOOL ALIASES — additive shims so existing callers keep working.
|
||||
// Each old noun-tool delegates to a new op with a `type`/param mapping.
|
||||
// (Parity-gated by tools/api-reshape/parity.sh.)
|
||||
// ─────────────────────────────────────────────────────────────────────────────
|
||||
fn alias_remember(args: String) -> String { return op_write(with_type(args, "memory")) }
|
||||
fn alias_capture_knowledge(args: String) -> String { return op_write(with_type(args, "knowledge")) }
|
||||
fn alias_draft_artifact(args: String) -> String { return op_write(with_type(args, "artifact")) }
|
||||
fn alias_plan_work(args: String) -> String { return op_write(with_type(args, "backlog")) }
|
||||
fn alias_define_process(args: String) -> String { return op_write(with_type(args, "process")) }
|
||||
fn alias_log_ise(args: String) -> String { return op_write(with_type(args, "state")) }
|
||||
fn alias_search_knowledge(args: String) -> String { return op_read(as_vantage(args, "query", "knowledge")) }
|
||||
fn alias_search_entities(args: String) -> String { return op_read(as_vantage(args, "query", "")) }
|
||||
fn alias_recall(args: String) -> String { return op_read(as_vantage(args, "query", "memory")) }
|
||||
fn alias_browse_knowledge(args: String) -> String { return op_read(as_vantage(args, "category", "knowledge")) }
|
||||
fn alias_review_backlog(args: String) -> String { return op_read(as_vantage(args, "query", "backlog")) }
|
||||
fn alias_find_artifacts(args: String) -> String { return op_read(as_vantage(args, "query", "artifact")) }
|
||||
fn alias_inspect_graph(args: String) -> String { return op_read(as_edges_vantage(args)) }
|
||||
fn alias_traverse_graph(args: String) -> String { return op_read(as_edges_vantage(args)) }
|
||||
fn alias_inspect_memories(args: String) -> String { return op_read(as_vantage(args, "", "memory")) }
|
||||
fn alias_link_entities(args: String) -> String { return op_relate(remap_link(args)) }
|
||||
fn alias_link_causal(args: String) -> String { return op_relate(remap_link_causal(args)) }
|
||||
fn alias_evolve_memory(args: String) -> String { return op_supersede(with_action(args, "supersede")) }
|
||||
fn alias_evolve_knowledge(args: String) -> String { return op_supersede(with_action(args, "supersede")) }
|
||||
fn alias_promote_knowledge(args: String) -> String { return op_supersede(with_action(args, "promote")) }
|
||||
fn alias_revise_artifact(args: String) -> String { return op_supersede(with_action(args, "supersede")) }
|
||||
fn alias_forget(args: String) -> String { return op_supersede(with_action(remap_forget(args), "tombstone")) }
|
||||
fn alias_update_self_model(args: String) -> String { return mcp_text_result("update_self_model: routes through intentional-cultivation (write-protected), not supersede") }
|
||||
Reference in New Issue
Block a user