cicd-hyper-a is a neurosymbolic CI/CD intelligence platform that combines:
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Neural Learning: Pattern recognition from CI/CD failures across ecosystems
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Symbolic Reasoning: Logtalk/Prolog rules for fast, deterministic actions
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Formal Verification: Haskell-based ruleset validation and registry
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Graph Intelligence: ArangoDB for relationship modeling
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Distributed Cache: Dragonfly for sub-millisecond rule lookups
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P2P Federation: Radicle for decentralized ruleset distribution
"Dumb rules from smart learning"
The system learns complex patterns through neural analysis, then distills them into simple, fast-acting declarative rules that can be:
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Pre-emptively injected into new repositories
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Applied as cures to existing repositories
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Executed without ML inference overhead
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Formally verified for correctness
┌─────────────────────────────────────────────────────────────────────┐
│ cicd-hyper-a Platform │
├─────────────────────────────────────────────────────────────────────┤
│ │
│ ┌────────────────────────────────────────────────────────────────┐ │
│ │ VERIFICATION LAYER (Haskell) │ │
│ │ ┌─────────────┐ ┌─────────────┐ ┌───────────────────────┐ │ │
│ │ │ Type-Safe │ │ Property │ │ Formal Proof │ │ │
│ │ │ Ruleset DSL │ │ Testing │ │ (Liquid Haskell) │ │ │
│ │ └─────────────┘ └─────────────┘ └───────────────────────┘ │ │
│ │ │ │ │
│ │ ┌─────────────────────────────────────────────────────────┐ │ │
│ │ │ RULESET REGISTRY (Git-Native) │ │ │
│ │ │ - Deposit: Submit verified rulesets │ │ │
│ │ │ - Withdraw: Pull rulesets for local use │ │ │
│ │ │ - Authority: Signed, versioned, auditable │ │ │
│ │ └─────────────────────────────────────────────────────────┘ │ │
│ └────────────────────────────────────────────────────────────────┘ │
│ │ │
│ ▼ │
│ ┌────────────────────────────────────────────────────────────────┐ │
│ │ LEARNING LAYER (Neural) │ │
│ │ Pattern Recognition → Anomaly Detection → Rule Distillation │ │
│ └────────────────────────────────────────────────────────────────┘ │
│ │ │
│ ▼ │
│ ┌────────────────────────────────────────────────────────────────┐ │
│ │ SYMBOLIC LAYER (Logtalk + Prolog) │ │
│ │ Declarative Rules │ Imperative Procedures │ Inference Engine │ │
│ └────────────────────────────────────────────────────────────────┘ │
│ │ │
│ ▼ │
│ ┌────────────────────────────────────────────────────────────────┐ │
│ │ DATA LAYER │ │
│ │ ArangoDB (Graph) │ Dragonfly (Cache) │ Radicle (P2P Git) │ │
│ └────────────────────────────────────────────────────────────────┘ │
│ │ │
│ ▼ │
│ ┌────────────────────────────────────────────────────────────────┐ │
│ │ ACTION LAYER │ │
│ │ robot-repo-automaton │ Hooks │ Diagnostics │ Auto-Repair │ │
│ └────────────────────────────────────────────────────────────────┘ │
│ │ │
│ ▼ │
│ ┌────────────────────────────────────────────────────────────────┐ │
│ │ FORGE ADAPTERS │ │
│ │ GitHub │ GitLab │ Bitbucket │ Codeberg │ sr.ht │ Gitea │ │
│ └────────────────────────────────────────────────────────────────┘ │
└─────────────────────────────────────────────────────────────────────┘The Ruleset Registry is a Haskell-based system providing:
{-# LANGUAGE GADTs #-}
{-# LANGUAGE DataKinds #-}
module CicdHyperA.Ruleset where
-- | Rule effect types
data Effect = Preventive | Curative | Diagnostic
-- | Type-safe rule definition
data Rule (e :: Effect) where
PreventiveRule :: RuleName -> Condition -> Action -> Rule 'Preventive
CurativeRule :: RuleName -> Pattern -> Fix -> Rule 'Curative
DiagnosticRule :: RuleName -> Check -> Report -> Rule 'Diagnostic
-- | Condition language
data Condition
= FileExists FilePath
| FileContains FilePath Pattern
| LanguageUsed Language
| DependencyPresent Package
| And Condition Condition
| Or Condition Condition
| Not Condition
-- | Example rules
requireDependabot :: Rule 'Preventive
requireDependabot = PreventiveRule
"require-dependabot"
(Not (FileExists ".github/dependabot.yml"))
(InjectFile ".github/dependabot.yml" dependabotTemplate)
blockTypeScript :: Rule 'Preventive
blockTypeScript = PreventiveRule
"block-typescript"
(Or (LanguageUsed TypeScript) (FileExists "*.ts"))
(RejectCommit "TypeScript not allowed per RSR policy")module CicdHyperA.Properties where
import Test.QuickCheck
-- | Rules must be deterministic
prop_deterministic :: Rule e -> Repo -> Bool
prop_deterministic rule repo =
evaluate rule repo == evaluate rule repo
-- | Preventive rules must not modify existing files
prop_preventive_safe :: Rule 'Preventive -> Repo -> Property
prop_preventive_safe rule repo =
let repo' = apply rule repo
in all (unchanged repo repo') (existingFiles repo)
-- | Curative rules must improve health score
prop_curative_improves :: Rule 'Curative -> Repo -> Property
prop_curative_improves rule repo =
healthScore repo < healthScore (apply rule repo){-@ LIQUID "--reflection" @-}
module CicdHyperA.Verified where
-- | Refinement type: health score always in range
{-@ type HealthScore = {v:Int | 0 <= v && v <= 100} @-}
-- | Verified: curative rules never decrease health
{-@ curativeImproves :: Rule 'Curative -> Repo ->
{r:Repo | healthScore r >= healthScore repo} @-}
curativeImproves :: Rule 'Curative -> Repo -> Repo
curativeImproves rule repo = apply rule repo
-- | Verified: preventive rules preserve existing content
{-@ preventiveSafe :: Rule 'Preventive -> Repo ->
{r:Repo | existingFiles r == existingFiles repo} @-}
preventiveSafe :: Rule 'Preventive -> Repo -> Repo
preventiveSafe rule repo = apply rule repo| Operation | Description |
|---|---|
|
Submit a verified ruleset to the registry. Requires passing all property tests and formal verification. |
|
Pull a ruleset for local use. Includes signature verification and version pinning. |
|
Query rulesets by effect type, target forge, language, or category. |
|
View the complete history of a ruleset including all changes and verifications. |
|
Create a derived ruleset with custom modifications while maintaining provenance. |
# Deposit a new ruleset
cicd-hyper-a deposit ./my-ruleset.hs \
--name "rust-security-hardening" \
--description "Security rules for Rust projects" \
--sign --verify
# Withdraw for local use
cicd-hyper-a withdraw rust-security-hardening \
--version "1.2.0" \
--output ./rules/
# Search for rulesets
cicd-hyper-a search --effect preventive --language rust
# Audit a ruleset
cicd-hyper-a audit rust-security-hardening --fullThe platform integrates with robot-repo-automaton for automated repository management:
# robot-repo-automaton/config.yml
cicd_hyper_a:
enabled: true
registry_url: https://registry.cicd-hyper-a.hyperpolymath.dev
# Rulesets to apply to all repos
global_rulesets:
- hyperpolymath/rsr-compliance
- hyperpolymath/security-baseline
- hyperpolymath/quality-gates
# Language-specific rulesets
language_rulesets:
rust:
- hyperpolymath/rust-clippy-strict
- hyperpolymath/rust-fuzzing
rescript:
- hyperpolymath/rescript-deno
gleam:
- hyperpolymath/gleam-beam
# Automation settings
automation:
auto_fix_threshold: 0.95 # Auto-apply fixes with >95% confidence
pr_threshold: 0.80 # Create PR for 80-95% confidence
alert_threshold: 0.50 # Alert human for <80% confidence#!/bin/bash
# .git/hooks/pre-commit (injected by cicd-hyper-a)
# Load rulesets from registry (cached in Dragonfly)
cicd-hyper-a hooks pre-commit \
--rulesets hyperpolymath/rsr-compliance \
--cache-ttl 3600
# Runs preventive rules:
# - Language policy (no TS, Go, Python, Makefile)
# - Secret detection
# - Formatting checks
# - License headers#!/bin/bash
# .git/hooks/pre-push
cicd-hyper-a hooks pre-push \
--rulesets hyperpolymath/security-baseline \
--verify-signatures
# Runs validation:
# - All commits signed
# - CI simulation passes
# - No breaking API changesThe symbolic layer uses Logtalk for high-performance rule execution:
:- object(cicd_rules).
%% DECLARATIVE RULES
repo_must_have(Repo, 'dependabot.yml') :-
repo_uses_dependencies(Repo).
repo_must_have(Repo, 'SECURITY.md') :-
repo_is_public(Repo).
%% PREVENTIVE RULES
block_commit_if(Commit, typescript_detected) :-
commit_adds_file(Commit, File),
file_extension(File, '.ts').
block_commit_if(Commit, secret_detected) :-
commit_content_matches(Commit, Pattern),
secret_pattern(Pattern).
%% CURATIVE RULES
auto_fix(Repo, unpinned_actions) :-
find_unpinned_actions(Repo, Actions),
pin_actions_to_sha(Repo, Actions).
:- end_object.{
"collections": {
"repos": { "type": "document" },
"rules": { "type": "document" },
"patterns": { "type": "document" },
"rulesets": { "type": "document" }
},
"edge_collections": {
"repo_uses_ruleset": { "from": ["repos"], "to": ["rulesets"] },
"ruleset_contains": { "from": ["rulesets"], "to": ["rules"] },
"rule_derived_from": { "from": ["rules"], "to": ["patterns"] }
}
}# Compiled rules for instant execution
rules:
key: "rule:{ruleset}:{rule_id}"
ttl: 3600
data: compiled_bytecode
# Repo state for quick lookups
repos:
key: "repo:{forge}:{owner}:{name}"
ttl: 300
data: { health_score, issues, rulesets_applied }
# Registry index for fast search
registry:
key: "registry:index:{category}"
ttl: 86400
data: [ruleset_ids]cicd-hyper-a/
├── registry/ # Haskell verification registry
│ ├── src/
│ │ ├── CicdHyperA/
│ │ │ ├── Ruleset.hs # Type-safe DSL
│ │ │ ├── Verify.hs # Property tests
│ │ │ ├── Liquid.hs # Formal proofs
│ │ │ ├── Registry.hs # Git-based storage
│ │ │ └── API.hs # REST/GraphQL API
│ │ └── Main.hs
│ ├── test/
│ └── cicd-hyper-a.cabal
│
├── engine/ # Logtalk rule engine
│ ├── rules/
│ │ ├── cicd_rules.lgt
│ │ ├── rule_distiller.lgt
│ │ └── forge_adapters.lgt
│ └── loader.lgt
│
├── hooks/ # Git hook templates
│ ├── pre-commit
│ ├── pre-push
│ └── post-receive
│
├── schemas/ # Data schemas
│ ├── arangodb.json
│ ├── dragonfly.yml
│ └── ruleset.schema.json
│
├── adapters/ # Forge adapters
│ ├── github.rs
│ ├── gitlab.rs
│ ├── bitbucket.rs
│ └── radicle.rs
│
├── integration/ # External integrations
│ ├── robot-repo-automaton/
│ └── gitvisor/
│
└── deploy/ # Deployment configs
├── k8s/
├── docker-compose.yml
└── helm/-
✓ Logtalk rule engine
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✓ ArangoDB schema
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❏ Haskell DSL core
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❏ Basic registry operations
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❏ Property-based testing framework
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❏ Liquid Haskell integration
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❏ Signature verification
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❏ Audit logging
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❏ robot-repo-automaton connector
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❏ Hook injection system
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❏ Multi-forge adapters
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❏ Dragonfly caching
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CII Best Practices Badge Enforcement - Centralized vs local enforcement architecture
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Palimpsest Philosophy - Philosophical underpinnings
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robot-repo-automaton - Automated repository management
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gitvisor - CI/CD intelligence system
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rhodium-standard-repositories - Repository standards
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palimpsest-license - Philosophical licence
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OpenSSF Best Practices Badge - Security certification program
This project is dual-licensed under:
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AGPL-3.0-or-later (legal)
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Palimpsest Licence (philosophical)