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Changes for page Workflows

Last modified by Robert Schaub on 2026/02/08 08:25
From version 1.4
edited by Robert Schaub
on 2026/01/20 20:24
Change comment: Renamed back-links.
To version 1.3
edited by Robert Schaub
on 2025/12/22 14:33
Change comment: Update document after refactoring.

Summary

Details

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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 -
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
5 5  * **No Approval Bottlenecks:** No centralized review queues
6 6  * **Quality Gates:** Automated validation before publication
7 7  * **Sampling Audits:** Pattern analysis for system improvement
... ... @@ -39,7 +39,6 @@
39 39  ↓
40 40  Decision: PUBLISH or BLOCK
41 41  ``` **Timeline:** 10-30 seconds **Automation Rate:** 90%+ published automatically === 3.1 Quality Gates Decision == **Gate Validation:**
42 -
43 43  1. Gate 1: Source Quality ✓
44 44  2. Gate 2: Contradiction Search ✓
45 45  3. Gate 3: Uncertainty Quantification ✓
... ... @@ -121,7 +121,6 @@
121 121  ↓
122 122  System improvement tasks created
123 123  ``` **What auditors DO:**
124 -
125 125  * ✅ Analyze patterns across multiple outputs
126 126  * ✅ Identify systematic issues
127 127  * ✅ Recommend algorithm/prompt improvements
... ... @@ -216,7 +216,7 @@
216 216  4. **Trusted Contributor** – Track record of quality work
217 217  5. **Reviewer** – Participates in sampling audits (pattern analysis)
218 218  6. **Moderator** – Handles abuse/spam (not content quality)
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
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
220 220  * [[Architecture>>FactHarbor.Specification.Architecture.WebHome]] - System architecture
221 221  * [[Requirements>>FactHarbor.Specification.Requirements.WebHome]] - Requirements and roles
222 222  * [[Decision Processes>>FactHarbor.Organisation.Decision-Processes.WebHome]] - Governance **V0.9.70 CHANGES:** **REMOVED:**
... ... @@ -231,3 +231,4 @@
231 231  - ✅ User contributions apply immediately (Wikipedia model)
232 232  - ✅ Correction workflow for significant verdict changes
233 233  - ✅ Time evolution and re-evaluation workflow
229 +