swarm: orchestrator, CCR context compilation, containment rules, primitive seam
- swarm.el: coordinator running fan-out/converge on El NATIVE threads (thread.el spawn/join) in bounded concurrency waves, order-preserving; convergence strategies collect/merge/vote/reduce; integer per-mille failure threshold (El float division is unreliable — avoided deliberately). - ccr.el: per-worker Compiled Context Routing — retrieval/scoping/compaction into a bounded, minimal package; the compiled-context boundary is the security boundary (a worker cannot receive or leak sibling inputs). - containment.el: the three Swarm containment rules enforced via scope tokens (Rule 1 no join, Rule 2 no open, Rule 3 no lateral edge) + execution-tree lateral-edge check. - primitives.el: attend/think/intend/act/learn seam the swarm composes over, with engram-backed fallbacks and an explicit binding point for the reshape. - prototype json_array_push in el_runtime.h (defined but unprototyped). test_swarm: 12/12 — native fan-out/converge, bounded concurrency, durable tracking, CCR bounding + non-leak, and all three containment rules.
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// primitives.el — the agentic primitive SEAM the swarm composes over.
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//
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// The swarm is orchestration OVER the five CCR primitives, not a replacement for
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// them (CCR §2, "The Five Primitives / The Execution Cycle"): a worker executes
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// its task blueprint as attend -> think -> intend -> act -> learn against its
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// compiled, bounded context.
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//
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// This file is the SEAM. The parallel API-surface reshape exposes the canonical
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// primitive tools; when it lands, bind each primitive below to the reshaped
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// implementation (see PRIMITIVE_BINDING). Until then these are thin, engram-
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// backed fallbacks so the swarm — its fan-out, containment, CCR context
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// compilation, convergence, and work-tracking — is fully exercisable today.
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//
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// Contract: every primitive takes and returns String (JSON where structured), so
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// any primitive is directly threadable via thread.el's spawn (which runs
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// top-level (String)->String El fns).
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//
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// PRIMITIVE_BINDING: to bind the reshape's real tools, replace each fallback body
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// with a call to the reshaped El fn / API endpoint. Signatures here are the
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// stable contract the swarm depends on; keep them.
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// ── attend — retrieve the minimal relevant context for a focus ───────────────
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// Vantage-read: pull only what this focus needs from the mind. Backed by the
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// engram's spreading-activation retrieval.
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fn primitive_attend(query: String, limit: Int) -> String {
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if str_eq(query, "") {
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return "[]"
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}
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// engram_activate returns activated neighbourhood as JSON; scoped by limit.
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return engram_activate(query, limit)
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}
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// ── think — reason over the compiled context ─────────────────────────────────
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// In production this routes to a model (CCR dynamic model selection). Here it is
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// a deterministic, hermetic transform so swarm behaviour is testable without an
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// external model: it echoes a structured verdict derived from the context. The
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// binding point for a real model is explicit.
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fn primitive_think(compiled_ctx: String, instruction: String) -> String {
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// PRIMITIVE_BINDING: replace with the reshape's think() (model inference).
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let kv: [String] = el_list_empty()
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let kv = el_list_append(kv, "instruction")
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let kv = el_list_append(kv, instruction)
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let kv = el_list_append(kv, "ctx_bytes")
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let kv = el_list_append(kv, int_to_str(str_len(compiled_ctx)))
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let kv = el_list_append(kv, "conclusion")
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let kv = el_list_append(kv, "reasoned:" + instruction)
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return json_build_object(kv)
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}
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// ── intend — form a bounded plan/decision from a thought ─────────────────────
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fn primitive_intend(thought: String) -> String {
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let concl: String = json_get_string(thought, "conclusion")
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let kv: [String] = el_list_empty()
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let kv = el_list_append(kv, "intent")
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let kv = el_list_append(kv, concl)
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return json_build_object(kv)
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}
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// ── act — execute a bounded effect and return its result ─────────────────────
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// Workers defer real side-effects to the coordinator (idempotency requirement,
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// Swarm §7.3). Here act produces an artifact-shaped result the coordinator
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// collects during convergence.
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fn primitive_act(intent: String, input_item: String) -> String {
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let kv: [String] = el_list_empty()
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let kv = el_list_append(kv, "acted_on")
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let kv = el_list_append(kv, input_item)
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let kv = el_list_append(kv, "via")
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let kv = el_list_append(kv, json_get_string(intent, "intent"))
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return json_build_object(kv)
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}
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// ── learn — record an observation into the mind, tagged by correlation ID ────
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// Append-only, naturally idempotent (Swarm §7.3). Best-effort: a worker that
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// cannot reach the mind still returns its result.
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fn primitive_learn(corr_id: String, observation: String) -> String {
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let url: String = env("ENGRAM_URL")
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if str_eq(url, "") {
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return ""
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}
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let content: String = "swarm-worker-obs corr=" + corr_id + " :: " + observation
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return engram_node(content, "Memory", 0.4)
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}
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