signum
heurema/signum/llms.txt
Evidence-driven development pipeline with multi-model code review. Transforms feature requests into verified code changes with cryptographic proof. Signum is a Claude Code plugin that runs a 4-phase pipeline: CONTRACT, EXECUTE, AUDIT, PACK. It generates a verifiable contract from a task description, implements code autonomously with a repair loop, audits the change with up to 3 independent AI models (Claude, Codex, Gemini), and packages all evidence into a self-contained proofpack. CONTRACT: Transforms user request into a JSON contract with goal, acceptance…
llms.txt18 starsChanged 5 months ago
# Signum > Evidence-driven development pipeline with multi-model code review. Transforms feature requests into verified code changes with cryptographic proof. ## Overview Signum is a Claude Code plugin that runs a 4-phase pipeline: CONTRACT, EXECUTE, AUDIT, PACK. It generates a verifiable contract from a task description, implements code autonomously with a repair loop, audits the change with up to 3 independent AI models (Claude, Codex, Gemini), and packages all evidence into a self-contained proofpack. ## Pipeline Phases CONTRACT: Transforms user request into a JSON contract with goal, acceptance criteria, holdout scenarios, risk level, and scope boundaries. Includes spec quality scoring (7 dimensions, /115), prose checks, optional multi-model spec validation, and Clover reconstruction test. EXECUTE: Engineer agent implements code against the contract. Repair loop retries up to 3 times on check failures. Captures baseline before changes for regression detection. Validates scope and policy compliance. AUDIT: Mechanic runs deterministic checks (lint, typecheck, tests) and compares with baseline. Holdout scenarios validate hidden acceptance criteria. Up to 3 independent AI reviews (Claude semantic, Codex security, Gemini performance). Synthesizer combines all signals into a consensus decision. PACK: Bundles contract, diff, baseline, reviews, mechanic report, holdout report, and audit summary into a single proofpack.json with SHA-256 envelope chain. ## Key Concepts - Contract: JSON spec with goal, inScope files, acceptanceCriteria (with verify commands), holdoutScenarios (hidden tests), riskLevel, and invariants - Proofpack: Self-contained evidence bundle (schema v4.1) with embedded artifacts, audit chain, and decision enum - Risk-proportional ceremony: Low risk uses Claude-only review; medium adds holdouts + 2-model; high uses full 3-model panel - Holdout scenarios: Blind acceptance criteria not shown to the Engineer, validated after implementation - Baseline comparison: All checks run before and after changes to detect regressions vs pre-existing failures - Module lifecycle: modules.yaml manifest declares module status (active/experimental/deprecated/removed) with remove_after deadlines - Cleanup contracts: v3.8 schema adds removals (files to delete) and cleanupObligations (blocking finalizers) with file_not_exists and grep DSL assertions - Removal evidence: proofpack v4.7 includes removalEvidence section tracking deletion state and obligation fulfillment ## Decision Outcomes AUTO_OK: All checks pass, all reviewers approve, no regressions, holdouts pass. Safe to merge. AUTO_BLOCK: Regressions detected, reviewer rejected, or critical findings. Do not merge. HUMAN_REVIEW: Disagreements, conditional verdicts, or insufficient review coverage. Manual review needed. ## Usage ``` /signum <task description> ``` ## Files - commands/signum.md — Main orchestrator (skill definition) - agents/contractor.md — Contract generation agent - agents/engineer.md — Code implementation agent - agents/synthesizer.md — Review synthesis agent - agents/reviewer-claude.md — Claude semantic reviewer - lib/signum-ci.sh — CI wrapper script - lib/schemas/contract.schema.json — Contract JSON schema - lib/schemas/proofpack.schema.json — Proofpack JSON schema - lib/schemas/modules.schema.json — Module lifecycle manifest schema - modules.yaml — Example module manifest for the signum project itself
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