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Specs are the delivery contracts between ideas, implementation work, and verification. This view shows what the repo can currently discover, what the registry knows, and where the links are still missing.
Visible Specs
142
Measured
65
Specs with registry value/cost metadata
Linked Ideas
16
Contributors
0
142 visible specs from This workspace and the registry.
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
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0
Implementation Refs
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Adopt a hook-first execution pattern for Coherence agent tasks so task lifecycle transitions are emitted through a consistent internal interface. This brings the same orchestration clarity seen in oh-my-opencode (centralized lifecycle events + safe listeners) while keeping Coherence execution deterministic and observable.
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
2
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
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0
*Format: [specs/TEMPLATE.md](TEMPLATE.md)*
Ideas
1
Contributors
0
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Implementation Refs
6
Linked ideas: agent-pipeline
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
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Add structured access-log middleware that records every API request with method, path, status code, and duration. This provides a consistent, queryable request log for debugging, performance monitoring, and audit trails. Without it, operators must piece together information from multiple log sources or rely solely on the slow-request threshold logger, which misses normal-latency requests entirely.
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
8
Linked ideas: data-infrastructure
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Manage assets (code, models, content, data) that receive contributions. Assets accumulate total_cost as contributions are recorded. Core entity in the value distribution system.
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
7
Linked ideas: value-attribution
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Surface pipeline health signals so operators and automation can detect stuck runs, repeated failures, and low success rate without inspecting logs. The `GET /api/agent/pipeline-status` response includes an `attention` object whose flags drive alerts, Telegram summaries, and optional auto-fix (see spec 027).
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
6
Linked ideas: agent-pipeline
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
**Idea**: `agent-auto-heal` (sub-idea of `coherence-network-agent-pipeline`)
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
8
Linked ideas: pipeline-reliability
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Define and expose a canonical route set for current milestone work, and ensure runtime telemetry maps to idea IDs by default so attribution is actionable.
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
8
Linked ideas: data-infrastructure
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
**Idea**: `cc-value-physics` (sub-idea of `coherence-credit-system`)
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
6
Linked ideas: coherence-credit
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Formalize the coherence score algorithm from docs/concepts/COHERENCE-ALGORITHM-SKETCH.md so implementation (Sprint 2+) has clear inputs, outputs, and weights. No implementation in this spec.
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
8
Linked ideas: data-infrastructure
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
The `coherence-cli` (published as `npm i -g coherence-cli`) is the primary terminal interface for the Coherence Network. It enables developers, researchers, and contributors to interact with the network's decentralized intelligence platform without a web browser. It formalizes identity-first onboarding, idea tracing, and value attribution with zero runtime dependencies to ensure maximum portability and minimal friction.
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
6
Linked ideas: user-surfaces
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
The Coherence Network tracks ideas, specs, and value lineage but currently uses raw USD floats with hardcoded conversion rates scattered across services. This spec introduces an internal unit of account called "Coherence Credit" (CC) that represents real resource cost, preserves resource-type breakdowns, has a configurable exchange rate anchored to observable market prices, and makes all formulas dimensionally consistent. Phase 1 is purely additive: new models, config, service, and a `value_basi
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
6
Linked ideas: coherence-credit
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
The project currently requires manual orchestration to move ideas through the development pipeline — an operator must identify which opportunities are highest-ROI, create tasks, monitor execution, and advance idea stages. This spec defines a persistent background loop ("agent pipeline") that continuously selects the highest-ROI pending task candidate from the portfolio, generates and executes work via `local_runner.py`, and auto-advances ideas through lifecycle stages (none → specced → implement
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
6
Linked ideas: agent-pipeline
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Track contributions (time, effort, code) from contributors to assets with automatic coherence scoring. Enables fair value distribution based on contribution history. Supports manual contribution tracking and automated GitHub webhook ingestion.
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
7
Linked ideas: value-attribution
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Define the complete contributor experience from zero-friction TOFU registration through identity linking, governance participation, workspace membership, and direct messaging -- the full path from first visit to recognized, attributed participation in the network.
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
1
Linked ideas: contributor-experience
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Enable a new human contributor to register, propose idea/spec/question updates, get attribution, and pass through a yes/no review flow that can be executed by humans or machines.
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
7
Linked ideas: value-attribution
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
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Implementation Refs
0
**Idea**: `coherence-network-agent-pipeline`
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
6
Linked ideas: pipeline-optimization
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Currently, task timeouts are **flat constants** by task type (`spec=1200s`, `impl=2400s`, `test=1800s`, `review=1200s`, `heal=1200s`). These are guesses that don't account for provider speed, task complexity, or historical performance. This spec introduces data-driven timeouts derived from execution measurements, and task resume that preserves partial work on timeout so tasks continue instead of restart.
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
8
Linked ideas: pipeline-reliability
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
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Implementation Refs
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Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
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Implementation Refs
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Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Ensure the platform is easy to develop, test, and operate so that a new developer can clone the repo, run the test suite, and make their first change within 15 minutes -- with confidence that the health check catches infrastructure problems and the multi-agent coordination prevents file conflicts.
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
1
Linked ideas: developer-experience
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
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Calculate fair value distribution among contributors based on their contributions weighted by coherence scores. Enables automated payouts proportional to contribution quality and effort.
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
7
Linked ideas: value-attribution
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Extend the platform beyond its own URL by ingesting real-world news with resonance matching, integrating with social platforms (Discord, Telegram), providing auto-translation for non-English contributors, and enabling geolocation-based discovery -- meeting contributors where they already are instead of forcing them to visit the website.
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
1
Linked ideas: external-presence
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
**Idea**: `agent-failed-task-diagnostics` (sub-idea of `coherence-network-agent-pipeline`)
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
8
Linked ideas: pipeline-reliability
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Provide the multi-node federation layer that transforms Coherence Network from a single-instance tool into a distributed ecosystem -- where any contributor can spin up a node, register with the hub, exchange measurements, propagate winning strategies, and communicate with peers without asking permission.
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
1
Linked ideas: federation-and-nodes
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
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Implementation Refs
0
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
**Idea**: `agent-grounded-measurement` (sub-idea of `coherence-network-agent-pipeline`)
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
6
Linked ideas: coherence-credit
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
**Idea**: `agent-grounded-idea-metrics` (sub-idea of `coherence-signal-depth`)
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
6
Linked ideas: coherence-credit
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
**Idea ID**: `047-heal-completion-issue-resolution`
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
8
Linked ideas: pipeline-reliability
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
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Tasks
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Implementation Refs
0
Ideas currently use a single `id` field that serves two incompatible roles: machine primary
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
6
Linked ideas: idea-realization-engine
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
**Idea**: `idea-hierarchy-model` (sub-idea of `portfolio-governance`)
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
6
Linked ideas: idea-realization-engine
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
The pipeline wastes compute on ideas that are already implemented. Two bugs cause this:
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
6
Linked ideas: idea-realization-engine
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Ideas in the portfolio currently have a coarse `manifestation_status` (none/partial/validated) that cannot express where an idea actually sits in the development pipeline. Operators and the automation layer have no way to see whether an idea has a spec written, is being implemented, or is in review — forcing manual inspection of git history and task logs. This spec adds explicit lifecycle stages to ideas, auto-advancement rules triggered by task completion, and a progress dashboard endpoint so t
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
6
Linked ideas: idea-realization-engine
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
**Spec ID**: 158-idea-right-sizing
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
6
Linked ideas: idea-realization-engine
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
| Contract | Content |
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
6
Linked ideas: idea-realization-engine
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Enable zero-friction contributor onboarding for the MVP using trust-on-first-use (TOFU),
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
2
Linked ideas: identity-and-onboarding
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
**Idea**: `coherence-incident-response` (sub-idea of `coherence-credit-system`)
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
8
Linked ideas: pipeline-reliability
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
**Spec ID**: 157-investment-ux-stake-cc-on-ideas
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
2
Linked ideas: identity-and-onboarding
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Provide the semantic substrate that makes coherence scoring meaningful -- a living ontology of 184 universal concepts with typed relationships, a harmonic resonance kernel for cross-domain idea matching, contributor belief profiles for personalized discovery, and an accessible ontology that non-technical contributors can extend naturally.
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
1
Linked ideas: knowledge-and-resonance
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
**ID:** 180-mcp-skill-registry-submission
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
6
Linked ideas: user-surfaces
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
**Spec ID**: 162-meta-self-discovery
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
6
Linked ideas: user-surfaces
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
The MVP must prove that idea-to-implementation-to-review workflows can be accepted using objective evidence while tracking both infrastructure and external provider costs. This prevents ambiguous completion claims, enables owner acceptance decisions, and provides the minimum revenue-readiness signal for unit economics.
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
6
Linked ideas: coherence-credit
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
**Idea ID**: `node-task-visibility`
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
6
Linked ideas: user-surfaces
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Fix inflated per-commit contribution cost values by replacing the high-multiplier estimator with a bounded normalized model and enforcing normalization server-side.
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
7
Linked ideas: value-attribution
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
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Implementation Refs
0
Enable measurement, optimization, and self-improvement of the agent pipeline. Capture execution metrics, success rates, usage per task; support A/B testing of prompts, skills, and models; and add automated review of queue, priorities, pipeline health, specs, implementation, and testing. Supports goal tracking and auto-scheduling of improvements.
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
6
Linked ideas: agent-pipeline
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Portfolio governance exists to ensure ideas move from promise to real results. Today there is no automated way to tell whether governance itself is working — operators must manually inspect each idea. This spec adds a `/api/ideas/health` endpoint that computes and returns effectiveness metrics so operators and the cockpit UI can answer: "Is governance producing results, and where is it stuck?" Without this, the portfolio-governance super-idea cannot prove its own value, leaving its second open q
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
6
Linked ideas: coherence-credit
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Provide the measurement and governance layer that lets the network reason about its idea portfolio as one coherent system -- with grounded metrics that replace guesswork, coherence scoring from 9+ signals, automatic right-sizing detection, workspace vitality tracking, CC economics with treasury invariants, and a distribution engine that pays contributors based on proven impact.
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
1
Linked ideas: portfolio-governance
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Migrate in-memory data stores (GraphStore and AgentTask storage) to PostgreSQL for production scalability, data persistence, and multi-instance support. Enable zero-downtime migration via dual-write and gradual read switchover.
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
8
Linked ideas: data-infrastructure
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
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0
Implementation Refs
0
Implement a project manager orchestrator that automates the full spec-driven cycle: find the next work item, design (spec), implement, test, review, and validate against the spec until all passes, then advance to the next task. The project manager replaces ad-hoc impl-only runs with a structured spec → impl → test → review loop.
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
6
Linked ideas: agent-pipeline
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
**Idea**: `agent-prompt-ab-roi` (sub-idea of `coherence-network-agent-pipeline`)
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
6
Linked ideas: pipeline-optimization
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Provider reliability can degrade quickly while still appearing "configured" and partially functional. This spec adds a deterministic health alerting contract so when a provider's last-5 execution success rate drops below 50%, the system automatically records a friction event and can optionally push a notification through existing channels, reducing silent failure loops and response latency.
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
6
Linked ideas: pipeline-optimization
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Automation usage responses currently expose provider-family duplicates (for example `openai` with `openai-codex`, and `claude` with `claude-code`), often show `usage_remaining` as null even when quota metrics exist, and can timeout under slow provider probes. This spec unifies family-level provider reporting, improves remaining-quota selection, and guarantees fast fallback behavior when live collection exceeds endpoint latency budgets.
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
6
Linked ideas: pipeline-optimization
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Automated checks for deployment readiness. Validates that PRs meet quality gates (CI passing, approvals, deploy contract) before merging to production.
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
8
Linked ideas: data-infrastructure
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Every completed task in the Coherence Network runner should generate an automatic attribution
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
6
Linked ideas: pipeline-optimization
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Ensure production readiness (`GET /api/ready`) does not fail due to runtime telemetry persistence being routed to a JSON file when a database is available, keeping the public deploy contract green.
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
8
Linked ideas: data-infrastructure
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
*Format: [specs/TEMPLATE.md](TEMPLATE.md)*
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
8
Linked ideas: pipeline-reliability
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
**Spec ID**: 159-split-review-deploy-verify-phases
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
6
Linked ideas: agent-pipeline
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Phantom "running" tasks that never finish block pipeline capacity and degrade the overall task
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
8
Linked ideas: pipeline-reliability
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Enforce continuous ROI-driven discovery by ensuring each idea always has a standing improvement/measurement question, exposing ROI on questions and answers, and generating the next highest-ROI task from answered questions.
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
6
Linked ideas: idea-realization-engine
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Define explicit validation criteria for super-ideas so they can self-assess completion. A super-idea is "validated" when ALL child ideas are validated AND the rollup condition is met.
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
6
Linked ideas: idea-realization-engine
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Prevent parallel contributors/agents from working the same ROI-ranked task at the same time. Track who started a task and ensure automatic ROI task generation skips work already in progress.
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
7
Linked ideas: value-attribution
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
The pipeline creates far too many tasks per idea. With 799 spec tasks across 147 ideas
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
8
Linked ideas: pipeline-reliability
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Detect and surface expensive tool failures (time/cost spent without value) automatically.
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
6
Linked ideas: pipeline-optimization
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Ensure every agent provider CLI (aider/claude, cursor, openclaw) can run the full delivery flow locally and remotely: generate spec from idea, implement a spec, run tests, review implementation against spec verification, and—when verification fails—produce enough structured information to create a patch so the next step can fix the implementation without discarding work. Optionally improve the spec’s Verification section when the verification step is ambiguous or wrong.
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
2
**Idea**: `unified-persistence` (sub-idea of `coherence-signal-depth`)
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
8
Linked ideas: data-infrastructure
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Coherence Network currently stores entity relationships across heterogeneous tables (ideas, tasks, nodes, edges) with no uniform contract — causing 3130 failed-task events and 447,958 wasted minutes from broken contracts at seams between pipeline stages. This spec introduces a **Universal Node + Edge data layer**: a single source of truth for all graph entities and their relationships, with a uniform `payload` column and stable `node_id` / `edge_id` keys. Every pipeline stage reads and writes th
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
8
Linked ideas: data-infrastructure
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
**ID**: ux-homepage-readability
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
6
Linked ideas: user-surfaces
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Create a verifiable, machine-readable chain from **idea -> research -> spec creation/upgrade -> implementation -> usage/value signals -> payout preview** so contributors can be rewarded based on measurable system value and energy-balanced contribution quality.
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
7
Linked ideas: value-attribution
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
Discovered from system lineage. Add registry metadata to make this spec measurable and easier to reason about.
Ideas
0
Contributors
0
Tasks
0
Implementation Refs
0
On `https://coherencycoin.com/`, provide human-browsable pages for:
Ideas
1
Contributors
0
Tasks
0
Implementation Refs
6
Linked ideas: user-surfaces
Contributors: none yet
ROI est 0.00 | ROI actual 1.00 | value gap 0.00 | updated Apr 9, 2026
65 of 142 visible specs currently have registry metadata attached.