[PIR][WP23] DeAR-pattern decentralized capability grounding + thought-map navigation (ADR-326)
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Description
Epic: #837 · Wave 3, Phase W3-3 · Proposed ADR-326 · Paper: DeAR — Decentralized Agentic Reasoning via Capability Grounding (arXiv:2608.17282, Grade B+ — headline mechanism + benchmark count confirmed verbatim; one behavioral detail unconfirmable from the abstract). ⚠️ No upstream code today — the abstract states code ships only "upon acceptance." This is a reproduction-from-description build, materially larger scope than an adapt-from-repo WP.
Goal
Add three mechanisms to the Latent Communication Fabric:
- Decentralized capability grounding —
C(i,j,q)capability vectors with query-dependent peer specialization and no central role-assigner (local peer selection). - Shared thought-map — a RuVector thought-graph data structure agents navigate directly, rather than exchanging only point-to-point messages. LatentMesh transport.
- Dead-end-triggered topology mutation.
Extends merged ADR-309/310/311 (LatentMesh greenfield fabric, causal-attribution gate, anomaly quarantine).
⚠️ CRITICAL — the continue-vs-restart behavior is UNVERIFIED (do NOT harden an acceptance criterion around it)
The design intent is that a detected dead-end triggers a topology update to CONTINUE, not restart. This "continue, not restart" reading is this program's working interpretation of the abstract's "topology update for adaptive error correction" — it is NOT a verified quotation from the paper (08-wave3-evidence-review.md §3, and the reason DeAR grades B+ rather than A).
- The ADR-326 Decision section MUST NOT treat continue-vs-restart as settled, and this WP MUST NOT harden its implementation around it as a fixed behavioral contract.
- Re-verify against the full paper (not available today) or the eventual code release before finalizing. If the full text or code contradicts the working interpretation, ADR-326's Decision section needs revision before WP23 locks in a specific behavioral contract.
Acceptance criteria
- Query-dependent peer specialization works with no central role-assigner (decentralized).
- Shared thought-map is directly navigable; agents traverse it rather than only exchanging point-to-point messages.
- Topology changes remain attributable (WP6 causal-audit gate) — every topology mutation traces to a cause.
- A misbehaving peer cannot trigger spurious topology churn (WP7 anomaly quarantine).
- Continue-vs-restart behavior is implemented behind an explicit "unverified — pending full-text/code confirmation" marker, not as a hardened contract.
Preprint-reproduction rule
DeAR's reported numbers are hypotheses, not the acceptance bar. No upstream code to check against; reproduction is from description. Promotion requires an independently recomputed research-gate paired-bootstrap delta over the pre-WP baseline.
Scope / files
crates/rvAgent/latentmesh-* (per ADR-305's WP5 greenfield crates — likely a new latentmesh-thoughtmap or an extension of latentmesh-align), coordinating with latentmesh-gate's causal.rs per the existing ADR-310 CI gate.
Depends on
WP5 (#849, greenfield latentmesh-* crates) · WP6 (#850, causal-audit gate) · WP7 (#853, anomaly quarantine)
Gates
Run npx @claude-flow/cli@latest security scan after landing (touches a topology-mutation surface).
Sources: 08-wave3-evidence-review.md (evidence grade + artifact status), 09-wave3-program-plan.md (WP/ADR mapping). Filed by the issue steward after coordinator approval of the Wave-3 breakdown.
Contributor guide
No contributing guide indexed for this repository
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Read the linked 08-wave3-evidence-review.md and 09-wave3-program-plan.md, then inspect the crates/rvAgent/latentmesh-* area and latentmesh-gate/causal.rs alongside WP5-WP7. The work is done when peer specialization, direct thought-map navigation, attributable and quarantined topology mutations, and the explicitly unverified continue-vs-restart behavior are implemented and the research-gate delta and required security scan pass.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- rust
- Domain
- ai, distributed-systems
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Active
- Clarity
- Mostly clear
- Newbie friendliness
- 25/100