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PanLL Module Audit

1. Purpose

Systematically evaluate which of the ~265 hyperpolymath repos map to PanLL modules using the three-pane model:

  • Pane-L (Left): Constraints — types, proofs, policies, invariants

  • Pane-N (Centre): Agent reasoning — planning, analysis, decision-making

  • Pane-W (Right): Results — output, visualisation, artefacts

PanLL is the unified mission control / accessibility layer for the entire hyperpolymath ecosystem — a "multi-monitor trader desk" with neurosymbolic intelligence behind each panel.

2. Evaluation Criteria

Rating Definition

Strong fit

Clear 3-pane mapping, immediate value. The repo naturally decomposes into constraints (Pane-L), reasoning (Pane-N), and output (Pane-W). Could be integrated as a PanLL module in 1-2 sessions.

Moderate fit

Partial mapping — maybe 2 of 3 panes are clear, or the fit is for a future evolution of the repo. Worth tracking but not immediate.

Not applicable

Libraries, utilities, archived repos, or repos that are consumed by other modules rather than being modules themselves.

3. Already Mapped (8 modules)

These repos are already identified as PanLL modules:

Module Repo Pane Mapping

VeriSimDB

nextgen-databases/verisimdb

L: VCL-DT proofs, drift thresholds. N: Query planning, drift analysis. W: Entity data, drift heatmap.

QuandleDB

nextgen-databases/quandledb

L: Quandle algebra constraints. N: Query optimisation. W: Query results, algebraic visualisation.

LithoGlyph

nextgen-databases/lithoglyph

L: Schema types, formal specs. N: Query decomposition. W: Glyph rendering, results.

reposystem

reposystem/

L: RSR compliance rules. N: Template selection, scaffolding logic. W: Generated repo structure.

gitbot-fleet

gitbot-fleet/

L: Bot policies, confidence thresholds. N: Issue analysis, PR review. W: Bot actions, reports.

IDApTIK

idaptik/

L: Dependent type level validation. N: Level design reasoning. W: Game UI, level preview.

panic-attack

panic-attack/

L: Security rules, vulnerability patterns. N: Static analysis, threat modelling. W: Scan reports, findings.

hypatia

hypatia/

L: CI/CD policies, scan thresholds. N: Pattern correlation, dispatch planning. W: Dashboard, alerts.

4. Strong Fit (18 candidates)

Repo Monorepo Pane Mapping

airie

standalone

L: Network topology constraints, routing policies. N: Simulation engine, traffic analysis. W: Network visualisation, latency maps.

proven

standalone

L: Formal proof obligations, type safety rules. N: Proof search, verification. W: Proof certificates, audit trail.

stapeln

ambientops

L: Container policies, supply chain rules. N: Build orchestration, layer optimisation. W: Container images, SBOM.

echidna

standalone

L: Code safety rules (believe_me bans). N: AST analysis, pattern matching. W: Lint reports, fix suggestions.

Eclexia

nextgen-languages/eclexia

L: Grammar rules, type system. N: Parse/typecheck/evaluate. W: REPL output, AST visualisation.

AffineScript

nextgen-languages/affinescript

L: Affine type constraints, linearity. N: Type inference, borrow checking. W: Compiled output, type errors.

Anvomidav

nextgen-languages/anvomidav

L: Language grammar, type rules. N: Compilation, optimisation. W: Compiled artefacts.

protocol-squisher

standalone

L: Protocol specs, compression constraints. N: Compression strategy selection. W: Compressed output, stats.

squisher-corpus

standalone

L: Corpus validation rules. N: Benchmark analysis, comparison. W: Benchmark results, charts.

PanLL itself

standalone

L: Module registry, pane layout constraints. N: Module coordination, routing. W: The dashboard UI itself.

ambientops/volumod

ambientops

L: Volume/mount policies. N: Storage analysis, allocation. W: Volume status, usage reports.

ambientops/displace

ambientops

L: Deployment constraints. N: Deployment planning, rollback logic. W: Deployment status, logs.

claim-forge

reposystem

L: Claim validation rules. N: Claim analysis, evidence gathering. W: Claim reports, certificates.

scaffoldia

reposystem

L: Template constraints, RSR rules. N: Template selection, customisation. W: Generated project.

bitfuckit

reposystem

L: Bitbucket API constraints. N: Repo analysis, migration planning. W: Migration reports, API responses.

Axiom.jl

developer-ecosystem/julia-ecosystem

L: Mathematical axioms, type constraints. N: Computation, proof search. W: Results, proofs.

filesoup/fslint

filesoup

L: Lint rules, file quality policies. N: File analysis, deduplication. W: Lint reports, cleanup actions.

social-media-tools

social-media-tools

L: Platform API constraints, rate limits. N: Content scheduling, analytics. W: Post status, engagement metrics.

5. Moderate Fit (22 candidates)

Repo Reason for Moderate Notes

polystack/poly-*components

polystack

Partial — the individual components are libraries, but the stack as a whole has a 3-pane mapping. Could be a meta-module.

developer-ecosystem/deno-ecosystem

developer-ecosystem

Deno project management tools have some 3-pane potential (L: package policies, N: dependency analysis, W: project status). But many are thin wrappers.

developer-ecosystem/zig-ecosystem

developer-ecosystem

Build system tools could map to PanLL for cross-compilation management.

developer-ecosystem/rescript-ecosystem

developer-ecosystem

ReScript tooling ecosystem — compiler/formatter integration could be a PanLL dev-tools module.

developer-ecosystem/idris2-ecosystem

developer-ecosystem

Idris2 package management. Moderate fit for type theory module.

developer-ecosystem/elixir-ecosystem

developer-ecosystem

OTP project management. Could integrate with VeriSimDB’s Elixir layer.

nickel-augmentation

nickel-augmentation

Nickel config management has strong L-pane (schemas) but weaker N/W panes.

ipv6-tools

ipv6-tools

Network tools — L: RFC compliance. N: Address analysis. W: Connectivity reports. But narrow scope.

standards/axel-protocol

standards

Protocol definition — strong L-pane, but the standard itself isn’t runtime software.

standards/a2ml

standards

Markup language spec — more of a consumed standard than an interactive module.

standards/rhodium-standard-repositories

standards

RSR spec — consumed by reposystem tools, not interactive itself.

nextgen-languages/wokelang

nextgen-languages

Language design — could be Eclexia-like module but less developed.

nextgen-languages/ephapax

nextgen-languages

Concatenative language — moderate fit for language design module.

nextgen-languages/betlang

nextgen-languages

Domain-specific language — narrow scope.

games/phantom-metal-taste

games

Game project — could be IDApTIK-like but different genre.

games/dicti0nary-attack

games

Word game — lightweight, less module potential.

games/candy-crash

games

Game — similar to above.

asdf-tool-plugins (74 repos)

asdf-tool-plugins

Plugin ecosystem — could be a toolchain management module collectively. L: version constraints. N: version resolution. W: installed tools.

patallm-gallery/echomesh

patallm-gallery

Network mesh — moderate fit for distributed systems module.

patallm-gallery/elegant-state

patallm-gallery

State management — could integrate with PanLL’s own state.

patallm-gallery/claude-integrations

patallm-gallery

AI integrations — moderate fit, depends on direction.

0-ai-gatekeeper-protocol

standalone

AI manifest protocol — strong L-pane (rules), but it’s a consumed spec not an interactive module.

6. Not Applicable (215+ repos)

The remaining ~215 repos fall into categories that don’t map to PanLL modules:

Category Count Reason

hyperpolymath-archive

113

Archived repos — historical, not active

asdf-tool-plugins (individual)

74

Each individual plugin is too thin — they work collectively (see moderate fit above)

Library dependencies

~15

Consumed by other modules, not interactive themselves (e.g., language-bridges, cadre-router)

Mirror/practice repos

~8

Practice mirrors, forks, not original work

Config/infrastructure

~5

.git-private-farm, farm manifests, CI config

  1. Immediate: Register the 8 already-mapped modules in PanLL’s DatabaseRegistry (VeriSimDB, QuandleDB, LithoGlyph) and create a parallel LanguageRegistry (Eclexia, AffineScript) and ToolRegistry (panic-attack, hypatia, gitbot-fleet)

  2. Short-term: Implement the top 5 strong-fit candidates as PanLL modules: airie, proven, stapeln, echidna, Eclexia

  3. Medium-term: Evaluate whether the moderate-fit repos would benefit from a lighter-weight "PanLL widget" concept (single-pane display) vs full 3-pane modules

  4. Long-term: Dedicated session to systematically implement the remaining strong-fit candidates

8. Summary

Category Count

Already mapped

8

Strong fit

18

Moderate fit

22

Not applicable

215+

Total evaluated

~265

The hyperpolymath ecosystem has 26 repos (8 + 18) that naturally fit the PanLL three-pane model. With the 22 moderate-fit candidates, up to 48 PanLL modules could eventually populate the "multi-monitor trader desk" vision.