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Changes for page Workflows

Last modified by Robert Schaub on 2026/02/08 08:26
From version 1.3
edited by Robert Schaub
on 2025/12/22 14:16
Change comment: Update document after refactoring.
To version 1.5
edited by Robert Schaub
on 2026/01/20 20:26
Change comment: Renamed back-links.

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1 -= Workflows = **Version:** 0.9.70 **Last Updated:** December 21, 2025 **Status:** CORRECTED - Automation Philosophy Consistent This page describes FactHarbor's core workflows with the automation-first philosophy. == 1. Core Workflow Principles == * **Automation First:** 90%+ content published automatically
1 += Workflows =
2 +
3 + **Version:** 0.9.70 **Last Updated:** December 21, 2025 **Status:** CORRECTED - Automation Philosophy Consistent This page describes FactHarbor's core workflows with the automation-first philosophy. == 1. Core Workflow Principles == * **Automation First:** 90%+ content published automatically
4 +
2 2  * **No Approval Bottlenecks:** No centralized review queues
3 3  * **Quality Gates:** Automated validation before publication
4 4  * **Sampling Audits:** Pattern analysis for system improvement
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36 36  ↓
37 37  Decision: PUBLISH or BLOCK
38 38  ``` **Timeline:** 10-30 seconds **Automation Rate:** 90%+ published automatically === 3.1 Quality Gates Decision == **Gate Validation:**
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39 39  1. Gate 1: Source Quality ✓
40 40  2. Gate 2: Contradiction Search ✓
41 41  3. Gate 3: Uncertainty Quantification ✓
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117 117  ↓
118 118  System improvement tasks created
119 119  ``` **What auditors DO:**
124 +
120 120  * ✅ Analyze patterns across multiple outputs
121 121  * ✅ Identify systematic issues
122 122  * ✅ Recommend algorithm/prompt improvements
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211 211  4. **Trusted Contributor** – Track record of quality work
212 212  5. **Reviewer** – Participates in sampling audits (pattern analysis)
213 213  6. **Moderator** – Handles abuse/spam (not content quality)
214 -7. **Expert** (optional) – Provides domain expertise for contested claims **All contributions apply immediately** - no approval workflow == 11. Related Pages == * [[AKEL>>FactHarbor.Specification.AI Knowledge Extraction Layer (AKEL).WebHome]] - AI processing system
215 -* [[Architecture>>FactHarbor.Specification.Architecture.WebHome]] - System architecture
219 +7. **Expert** (optional) – Provides domain expertise for contested claims **All contributions apply immediately** - no approval workflow == 11. Related Pages == * [[AKEL>>Archive.FactHarbor.Specification.AI Knowledge Extraction Layer (AKEL).WebHome]] - AI processing system
220 +* [[Architecture>>Archive.FactHarbor.Specification.Architecture.WebHome]] - System architecture
216 216  * [[Requirements>>FactHarbor.Specification.Requirements.WebHome]] - Requirements and roles
217 217  * [[Decision Processes>>FactHarbor.Organisation.Decision-Processes.WebHome]] - Governance **V0.9.70 CHANGES:** **REMOVED:**
218 218  - ❌ "High Risk → Moderator review" (was approval workflow)
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226 226  - ✅ User contributions apply immediately (Wikipedia model)
227 227  - ✅ Correction workflow for significant verdict changes
228 228  - ✅ Time evolution and re-evaluation workflow
229 -