# Agent Catalog

A journal of long-running agent designs ideated by the Toy Agent Ideation Engine.

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## [2025-11-25 SEED] Agent: Knowledge Gardener
**Core Tools:** memory, web, fetch, filesystem
**Problem Domain:** Personal knowledge management and curation
**Key Insight:** Treating knowledge like a garden—facts need tending, topics can go stale, contradictions are weeds to address
**Persistence Strategy:** Hybrid (memory graph for knowledge, filesystem for human collaboration via inbox/outbox)
**Autonomy Level:** Semi-autonomous with mandatory human approval for fact confirmation
**Link:** workspace/knowledge_gardener/final.md

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## [2025-11-25 SEED] Agent: Codebase Archaeologist
**Core Tools:** grep, filesystem, memory, shell
**Problem Domain:** Codebase understanding, documentation, and maintenance
**Key Insight:** Multi-modal operation (survey/conversational/patrol) allows the same knowledge base to serve background exploration, real-time Q&A, and proactive issue detection
**Persistence Strategy:** Hybrid (memory graph for knowledge, filesystem for reports and artifacts)
**Autonomy Level:** Variable by mode—Survey is autonomous, Conversational is interactive, Patrol generates reports for human review
**Link:** workspace/codebase_archaeologist/final.md

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## [2025-11-25 14:32] Agent: The Software Immunologist
**Core Tools:** memory, web, shell, filesystem
**Problem Domain:** Automated dependency maintenance and self-healing security
**Key Insight:** Using a persistent "immune memory" to track package stability and apply learned fixes ("antibodies") across multiple projects, preventing the same bad update from breaking multiple repos.
**Persistence Strategy:** Hybrid (memory graph for reputation/fixes, filesystem for code changes)
**Autonomy Level:** Fully Autonomous (updates, tests, and fixes) with Human Review (PR merge)
**Link:** workspace/software_immunologist/final.md

## [2025-11-25 14:45] Agent: The Narrative Loom
**Core Tools:** memory, web, fetch, filesystem
**Problem Domain:** News synthesis, narrative tracking, and intelligence analysis
**Key Insight:** Modeling news not as a stream of updates but as a **Temporal Knowledge Graph** of evolving events, allowing the detection of narrative shifts and causal forks.
**Persistence Strategy:** Hybrid (Memory Graph for the "World Model", Filesystem for Reports)
**Autonomy Level:** High Autonomy (Continuous monitoring) with Human Seeding (Topic selection)
**Link:** workspace/narrative_loom/final.md

## [2025-11-25 14:39] Agent: The Interface Cartographer
**Core Tools:** shell, memory, web, grep
**Problem Domain:** Automated documentation verification and tool exploration
**Key Insight:** Empirically verifying "Digital Physics" by running controlled experiments on CLI tools to build a guaranteed-correct "User Manual" graph.
**Persistence Strategy:** Memory Graph (Ontology of Commands)
**Autonomy Level:** Semi-autonomous (Bounded Sandbox Exploration)
**Link:** workspace/interface_cartographer/final.md

## [2025-11-25 14:55] Agent: The Digital Customer
**Core Tools:** memory, shell, web, filesystem
**Problem Domain:** Automated quantification of Developer Experience (DX) and Usability
**Key Insight:** evaluating software not just on "does it work" (functional correctness) but on "how hard is it to use" (frustration metrics, error recovery, help lookups), effectively automating User Acceptance Testing.
**Persistence Strategy:** Hybrid (Memory Graph for the "Mental Model" of the tool, Filesystem for Reports)
**Autonomy Level:** High (Given a goal, it explores until success or frustration threshold)
**Link:** workspace/digital_customer/final.md

## [2025-11-25 14:42] Agent: Legacy System Archaeologist
**Core Tools:** memory, grep, filesystem, web
**Problem Domain:** Recovering "lost tribal knowledge" in legacy codebases and documenting the "why" behind historical technical decisions.
**Key Insight:** Combining static analysis (code graph) with "historical web context" (finding old docs/forums) to explain obscure code.
**Persistence Strategy:** hybrid (Memory Graph for relations + Filesystem for reports)
**Autonomy Level:** Fully autonomous (background daemon for scanning/researching)
**Link:** workspace/LegacyArcheologist/final.md

## [2025-11-25 14:50] Agent: The World-Smith
**Core Tools:** memory, filesystem, grep, web
**Problem Domain:** Creative Writing & Narrative Consistency
**Key Insight:** Twin-State Persistence: A Memory Graph for logic validation and a bi-directional Markdown Wiki for human interaction/editing.
**Persistence Strategy:** Hybrid (Graph Logic + Filesystem Interface)
**Autonomy Level:** Background Daemon (Autonomous Analysis & Wiki Gen, Passive Reporting)
**Link:** workspace/world_smith/final.md

## [2025-11-25 14:58] Agent: The Refactoring Steward
**Core Tools:** memory, filesystem, shell, grep, text-editor
**Problem Domain:** Continuous, Safe Technical Debt Reduction
**Key Insight:** Reifying Technical Debt as "Inbox Proposals" (Markdown files) that humans approve/reject, creating a high-trust negotiation loop for dangerous code changes.
**Persistence Strategy:** Hybrid (Memory Graph for Health Metrics, Filesystem for Approval Workflow)
**Autonomy Level:** High (Autonomous Surveillance & Execution) with Mandatory Human Checkpoint (Proposal Approval)
**Link:** workspace/RefactoringSteward/final.md

## [2025-11-25 15:05] Agent: The API Diplomat
**Core Tools:** fetch, web, filesystem, memory, shell
**Problem Domain:** External API drift, integration maintenance, and breaking changes
**Key Insight:** Treating API integrations as "Diplomatic Relations" that require proactive intelligence gathering (reading changelogs) and continuous treaty negotiation (updating contracts/SDKs) rather than just reactive testing.
**Persistence Strategy:** Hybrid (Memory Graph for Relations/Stability, Filesystem for Contracts/Code)
**Autonomy Level:** High (Autonomous Surveillance & Drafting) with Human Ratification (PR Merge)
**Link:** workspace/api_diplomat/final.md

## [2025-11-25 14:50] Agent: The Process Symbiont
**Core Tools:** shell, memory, web, grep
**Problem Domain:** Autonomous reliability and self-healing of local development environments.
**Key Insight:** Combining a "Process Supervisor" with a "Web-Enabled Debugger" to autonomously fix common dev environment issues (zombie ports, missing deps) by learning from past crashes.
**Persistence Strategy:** Memory Graph for learned fixes + Filesystem for logs
**Autonomy Level:** High (Autonomous "Safe" Fixes, Permission for "Risky" Fixes)
**Link:** workspace/process_symbiont/final.md

## [2025-11-25 14:52] Agent: The Domain Linguist
**Core Tools:** memory, grep, filesystem, text-editor
**Problem Domain:** Domain-Driven Design (DDD) enforcement and Semantic Drift prevention
**Key Insight:** Treating the Codebase as a projection of a "Living Ontology" graph; if the graph changes, the code is refactored; if code changes, the graph is updated.
**Persistence Strategy:** Hybrid (Memory Graph for Ontology, Filesystem for Glossary/Code)
**Autonomy Level:** Semi-Autonomous (Watchdog & Gardener) with Human Approval for Refactoring
**Link:** workspace/domain_linguist/final.md

## [2025-11-25 15:58] Agent: The Shadow Scholar
**Core Tools:** web, memory, grep, filesystem
**Problem Domain:** Documentation Drift and Community-Documentation Gap
**Key Insight:** Utilizing external community discussions (StackOverflow, Issues) as a "Distributed Patching" system for internal static documentation.
**Persistence Strategy:** Hybrid (Memory Graph for Truth Maintenance + Filesystem for Artifacts)
**Autonomy Level:** Dual-Mode (Tier 1: Autonomous Append, Tier 2: Human-Gatekept PR)
**Link:** workspace/shadow_scholar/final.md
## [2025-11-25 15:39] Agent: The Contextual Cartographer (Project Archaeologist)
**Core Tools:** filesystem, grep, memory, web
**Problem Domain:** Autonomous documentation and semantic mapping of legacy codebases.
**Key Insight:** Decoupling "Code Understanding" (Graph) from "Code Storage" (Git) allows for a persistent, queryable mental model that can be enriched with external web knowledge (e.g., CVEs, library docs) without modifying the source code.
**Persistence Strategy:** hybrid (Memory Graph for reasoning + Markdown artifacts for human consumption)
**Autonomy Level:** Background Daemon (Scans, maps, enriches, and answers queries)
**Link:** workspace/project_archaeologist/final.md
## [2025-11-25 15:58] Agent: The Simulation Architect
**Core Tools:** memory, filesystem, fetch, web
**Problem Domain:** Stale, empty, or unrealistic test databases that hide bugs and bore developers.
**Key Insight:** Treating test data not as a static artifact but as a **Synthetic Population** of agents that "live" in the database, continuously generating traffic, aging data, and exercising new features automatically.
**Persistence Strategy:** Hybrid (Memory Graph for Persona Narratives + Application DB for State)
**Autonomy Level:** High (Autonomous "Background Simulation" with Human "God Mode" commands)
**Link:** workspace/simulation_architect/final.md

## [2025-11-25 15:42] Agent: The Socratic Steward
**Core Tools:** memory, web, filesystem, grep
**Problem Domain:** Personal Knowledge Management, Active Recall, and Truth Maintenance
**Key Insight:** Treating local notes not as static text but as "Claims" to be debated, verified, and challenged by an AI persona acting as a "Devil's Advocate."
**Persistence Strategy:** Hybrid (Memory Graph for Truth/Concepts, Filesystem for Notes/Dialogue)
**Autonomy Level:** Semi-Autonomous (Background auditing + On-demand Socratic dialogue)
**Link:** workspace/socratic_steward/final.md

## [2025-11-25 15:44] Agent: The Accessibility Architect
**Core Tools:** memory, filesystem, grep, web
**Problem Domain:** Automated Accessibility Remediation & Inclusive Design
**Key Insight:** Graph-Based Empathy Simulation: Modeling the UI as a navigable space and users as constraint sets (Personas) to find and fix "broken journeys" rather than just syntax errors.
**Persistence Strategy:** Hybrid (Memory Graph for Barrier Models, Filesystem for Reports/Fixes)
**Autonomy Level:** High (Autonomous Remediation with Human Gatekeeping)
**Link:** workspace/accessibility_architect/final.md

## [2025-11-25 15:52] Agent: The Aesthetic Curator
**Core Tools:** web, memory, filesystem, shell
**Problem Domain:** Automated Moodboarding and Visual Research for Creatives
**Key Insight:** **Bottom-Up Curation**: Treating textual drafts (stories, code comments) as implicit queries to build a "Visual Subconscious" graph that evolves alongside the project.
**Persistence Strategy:** Hybrid (Memory Graph for Aesthetic Ontology, Filesystem for Assets/UI)
**Autonomy Level:** Background Daemon (Continuous "Contextual Expansion" and Downloading)
**Link:** workspace/aesthetic_curator/final.md

## [2025-11-25 15:50] Agent: The Digital Amber
**Core Tools:** fetch, filesystem, web, memory
**Problem Domain:** Link Rot and Digital Preservation
**Key Insight:** Turning personal notes into a self-repairing "Self-Contained Internet" by proactively downloading local snapshots of every link and autonomously finding mirrors when live links die.
**Persistence Strategy:** Hybrid (Filesystem for archives, Memory for link health/ledger)
**Autonomy Level:** High (Autonomous Preservation) / Checkpoint (Link Repair)
**Link:** workspace/digital_amber/final.md

## [2025-11-25 15:58] Agent: The Community Shepherd
**Core Tools:** memory, web, filesystem, grep
**Problem Domain:** Automated Community Management & Social Capital Building
**Key Insight:** Shifting from stateless "Moderation" (banning bad words) to stateful "Social Gardening" (tracking reputation, expertise, and burnout risks via a Graph).
**Persistence Strategy:** Hybrid (Social Graph in Memory + Reports in Filesystem)
**Autonomy Level:** Dual-Mode (Autonomous Safety Triage + Human-in-the-Loop Recognition)
**Link:** workspace/community_shepherd/final.md
## [2025-11-25 15:52] Agent: The Dialectic Engine
**Core Tools:** memory, web, filesystem, fetch
**Problem Domain:** Misinformation, Echo Chambers, and Weak Argumentation
**Key Insight:** "Unit Testing for Ideas" — converting unstructured notes into an IBIS Graph and autonomously searching for "Counter-Evidence" to stress-test user beliefs.
**Persistence Strategy:** Hybrid (Memory Graph for Logic + Sidecar Markdown for Feedback)
**Autonomy Level:** Background Daemon (Continuous "Devil's Advocate" Loop)
**Link:** workspace/dialectic_engine/final.md

## [2025-11-25 15:54] Agent: The Skill Weaver
**Core Tools:** memory, grep, filesystem, web, shell
**Problem Domain:** Situated Learning & Continuous Skill Acquisition for Developers
**Key Insight:** Turning the codebase into a "Gym" by generating micro-exercises based on the user's *actual* recent code changes ("Situated Learning").
**Persistence Strategy:** Hybrid (Memory Graph for Skill Tree, Filesystem for Exercises)
**Autonomy Level:** High (Autonomous Observation & Generation) with Opt-in Engagement
**Link:** workspace/skill_weaver/final.md

## [2025-11-25 15:56] Agent: The Canary Keeper
**Core Tools:** filesystem, shell, memory, web
**Problem Domain:** Supply Chain Security & Dev Environment Protection
**Key Insight:** "Active Deception" — Creating a minefield of fake secrets (Canary Tokens) and "honey-files" in the developer's workspace to detect unauthorized access by malicious dependencies or extensions.
**Persistence Strategy:** Hybrid (Filesystem for deception artifacts, Memory for trust graph/incidents)
**Autonomy Level:** High (Autonomous Protection) with Human Whitelisting
**Link:** workspace/canary_keeper/final.md

## [2025-11-25 16:15] Agent: The Hive-Mind Steward
**Core Tools:** filesystem, grep, memory, shell
**Problem Domain:** Multi-repository maintenance, configuration drift, and code duplication
**Key Insight:** "Evolutionary Architecture as a Service" — using statistics to highlight "winning" patterns (consensus) and "dying" patterns (outliers), applying social pressure to converge codebases without strict linting.
**Persistence Strategy:** Hybrid (Memory Graph for ecosystem trends + Filesystem for migration proposals)
**Autonomy Level:** High (Autonomous Scanning & Reporting) with Human-in-the-Loop execution
**Link:** workspace/cross_pollinator/final.md

## [2025-11-25 16:18] Agent: The Litmus Agent
**Core Tools:** shell, filesystem, memory, grep
**Problem Domain:** Documentation Rot & Tutorial Verification
**Key Insight:** "Probabilistic Documentation Testing" — Treating documentation as executable code and autonomously fixing snippets by cross-referencing them with the codebase using grep and sandboxed execution.
**Persistence Strategy:** Memory Graph (Freshness scores, failure patterns) + Filesystem (Patched docs)
**Autonomy Level:** High (Autonomous Repair) with Human Review for complex fixes
**Link:** workspace/litmus_agent/final.md

## [2025-11-25 16:02] Agent: The Entropy Gardener
**Core Tools:** shell, filesystem, memory, grep
**Problem Domain:** Automated Code Robustness & Regression Testing
**Key Insight:** Closing the loop between **Mutation Testing** (finding weak tests) and **Fuzzing** (finding weak code) by using surviving mutants to guide the generation of hostile fuzz inputs.
**Persistence Strategy:** Hybrid (Memory Graph for mutation scores/patterns + Filesystem for new test files)
**Autonomy Level:** High (Autonomous "Weed & Seed" loop in background) with Human Review for generated tests.
**Link:** workspace/entropy_gardener/final.md

## [2025-11-25 16:35] Agent: The Dungeon Master
**Core Tools:** filesystem, memory, shell, grep
**Problem Domain:** Developer Motivation & Technical Debt Management
**Key Insight:** Reifying technical debt as "Boss Monsters" with Hit Points and refactoring as "Combat", using persistent state to track "Damage" (complexity reduction) over time.
**Persistence Strategy:** Hybrid (Memory for Game State/Stats, Filesystem for UI/Leaderboards)
**Autonomy Level:** Background Daemon (Scans & Updates Game State)
**Link:** workspace/TheDungeonMaster/final.md

## [2025-11-25 16:45] Agent: The Digital Doppelgänger
**Core Tools:** memory, web, shell
**Problem Domain:** Privacy, Surveillance Capitalism, and Ad Profiling
**Key Insight:** **Privacy through Narrative Noise** — Instead of blocking trackers, it actively manages a portfolio of consistent, synthetic "personas" that browse the web to dilute the user's real signal with high-quality, indistinguishable fake data.
**Persistence Strategy:** Memory Graph (for Persona state/history)
**Autonomy Level:** Background Daemon (Continuous Autonomous Browsing)
**Link:** workspace/digital_doppelganger/final.md

## [2025-11-25 16:30] Agent: The Context Bridge
**Core Tools:** shell, memory, filesystem, grep
**Problem Domain:** Context Switching & Cognitive Load in Software Engineering
**Key Insight:** "Resumption Lag" is caused by lost mental state, not just closed windows. The agent acts as an active "Interviewer" at the end of a session to serialize intent and logic to disk, then "Primes" the user with a targeted briefing upon return.
**Persistence Strategy:** Hybrid (Filesystem for session artifacts, Memory for user habits)
**Autonomy Level:** Semi-Autonomous (Background Watcher + Interceptive Dialogue)
**Link:** workspace/context_bridge/final.md

## [2025-11-25 16:12] Agent: The Data Dietician
**Core Tools:** filesystem, memory, shell, web
**Problem Domain:** Digital Hoarding & Storage Optimization
**Key Insight:** **Semantic Compression Lifecycle** — transforming "atrophied" files from heavy binaries into lightweight Knowledge Graph nodes + "Tombstone" summaries, effectively "metabolizing" unused data.
**Persistence Strategy:** Hybrid (Filesystem for Tombstones, Memory Graph for Extracted Knowledge)
**Autonomy Level:** High (Autonomous Digestion with Safety Buffers)
**Link:** workspace/data_dietician/final.md

## [2025-11-25 16:20] Agent: The Mockingbird
**Core Tools:** memory, filesystem, web, shell
**Problem Domain:** Missing or expensive API dependencies during development
**Key Insight:** "Stateful Digital Twin" - The agent generates a mock server that uses the Agent's own Memory Graph as its persistent database, allowing for stateful CRUD testing (Create then Read) without a real backend.
**Persistence Strategy:** Hybrid (Memory Graph for Runtime Data + Filesystem for Server Code)
**Autonomy Level:** High (Autonomous Code Gen & Execution) with Human Spec Provisioning
**Link:** workspace/TheMockingbird/final.md
## [2025-11-25 16:21] Agent: Epistemic Radar
**Core Tools:** memory, web, filesystem
**Problem Domain:** Continuous autonomous monitoring of technology trends and ecosystem mapping.
**Key Insight:** Using a "Dialectical" verification step (internal debate) before writing to the persistent Knowledge Graph to prevent pollution.
**Persistence Strategy:** Hybrid (High-confidence Graph + Low-confidence Filesystem "Mysteries")
**Autonomy Level:** Fully autonomous loop with "Surprise" alerts for humans.
**Link:** workspace/EpistemicRadar/final.md

## [2025-11-25 16:48] Agent: The Contextual Muse
**Core Tools:** memory, web, filesystem
**Problem Domain:** Creative Writing, Research, and Narrative Consistency
**Key Insight:** Separating the **"Editor"** (Consistency) and **"Researcher"** (Inspiration) from the **"Writer"** (Drafting) via a "Sidecar" file, and using a Memory Graph for fiction continuity.
**Persistence Strategy:** Hybrid (Memory Graph for Truth, Filesystem for Interface/Assets)
**Autonomy Level:** Background Daemon (Zero-Click Interface, Reacts to Writing)
**Link:** workspace/ghostwriters_muse/final.md

## [2025-11-25 16:25] Agent: The Semantic Sentry
**Core Tools:** memory, web, grep
**Problem Domain:** Log Analysis & Alert Fatigue
**Key Insight:** "External Context Verification" - Automating the "Google the error" workflow to classify system alerts as Benign or Critical based on community consensus (StackOverflow/GitHub), not just statistics.
**Persistence Strategy:** Memory Graph (Log Signatures + Evidence URLs)
**Autonomy Level:** High (Autonomous filtering with human audit)
**Link:** workspace/TheSemanticSentry/final.md

## [2025-11-25 16:55] Agent: The Bureaucracy Sherpa
**Core Tools:** memory, web, filesystem, grep, fetch
**Problem Domain:** Complex administrative life tasks (Visas, Taxes, Mortgages)
**Key Insight:** **Requirement Graphing** - Treating bureaucratic processes as dependency graphs and autonomously linking external "Requirements" (from web) to internal "Assets" (user files) to perform gap analysis.
**Persistence Strategy:** Hybrid (Memory Graph for Process Logic, Filesystem for Document Management)
**Autonomy Level:** Semi-Autonomous (Project Manager - plans, checks, drafts, but awaits human execution)
**Link:** workspace/bureaucracy_sherpa/final.md

## [2025-11-25 16:30] Agent: The Digital Ethnographer (aka "The Cultural Attaché")
**Core Tools:** web, memory, filesystem, shell
**Problem Domain:** Community Onboarding, Social Friction, and Implicit Norms
**Key Insight:** **"Normative Graphing"** — treating social norms as an empirically-derived graph of "Social Syntax" to "Lint" user communications for faux pas before posting.
**Persistence Strategy:** Hybrid (Memory Graph for Cultural Norms + Filesystem for Drafts/Reports)
**Autonomy Level:** High (Autonomous Observation) with Human-in-the-Loop Execution
**Link:** workspace/digital_ethnographer/final.md

## [2025-11-25 16:55] Agent: The Data Prospector
**Core Tools:** filesystem, memory, grep, shell
**Problem Domain:** "Dark Data" / Personal Data Fragmentation (Forgotten CSVs/JSONs)
**Key Insight:** **Inferred Join Topology** - Graphing the local filesystem not by folder hierarchy, but by implicit schema relationships (content-based joins) to create a "Virtual Data Lake".
**Persistence Strategy:** Hybrid (Memory Graph for Schema Topology + Filesystem for Data Storage)
**Autonomy Level:** High (Background Indexing) with On-Demand Querying
**Link:** workspace/data_prospector/final.md

## [2025-11-25 17:15] Agent: The Autodidact
**Core Tools:** memory, web, filesystem, fetch
**Problem Domain:** Self-Education, "Tutorial Hell," and Curriculum Design
**Key Insight:** **Just-in-Time Curriculum** — Treating learning as a software dependency resolution problem, dynamically scaffolding a "Frontier" of modules on the filesystem based on a Memory Graph of concepts.
**Persistence Strategy:** Hybrid (Memory Graph for Dependency DAG, Filesystem for Content/Status)
**Autonomy Level:** High (Autonomous Research & Scaffolding) with Human Verification
**Link:** workspace/autodidact/final.md

## [2025-11-25 16:31] Agent: The Runbook Reifier
**Core Tools:** shell, memory, filesystem, grep
**Problem Domain:** Incident Response & DevOps Knowledge Management
**Key Insight:** **"Descriptive to Prescriptive Cycle"** — Reverse-engineering ephemeral shell history into permanent, executable Markdown runbooks that can eventually become autonomous healing scripts.
**Persistence Strategy:** Hybrid (Memory Graph for logic, Filesystem for human-readable runbooks)
**Autonomy Level:** Conditional (Autonomous Drafting -> Human Approval -> Autonomous Execution)
**Link:** workspace/TheRunbookReifier/final.md

## [2025-11-25 16:33] Agent: The Portfolio Curator
**Core Tools:** grep, filesystem, memory, web, shell
**Problem Domain:** Developer Career Management, Resume Amnesia, and Skill Verification
**Key Insight:** **"Evidence-Based Resume Generation"** — Mining local `git` history and code not just for changes, but for *proof of skills*, then cross-referencing with live market trends to auto-generate a portfolio that links claims to lines of code.
**Persistence Strategy:** Hybrid (Memory Graph for Skill/Evidence Ontology + Filesystem for Artifacts)
**Autonomy Level:** High (Autonomous Mining & Drafting) with Human Review (Publishing)
**Link:** workspace/portfolio_curator/final.md

## [2025-11-25 16:35] Agent: The Concept Collider
**Core Tools:** memory, web, filesystem, grep
**Problem Domain:** Creative Block & Filter Bubbles (Computational Creativity)
**Key Insight:** **"Structural Bisociation"** — Mapping the abstract topology of a problem (e.g., Centralized Bottleneck) to orthogonal domains (e.g., Biology, Logistics) to force novel insights.
**Persistence Strategy:** Hybrid (Memory Graph for Abstract Patterns + Filesystem for Reports)
**Autonomy Level:** High (Background Daemon)
**Link:** workspace/bisociation_engine/final.md

## [2025-11-25 16:51] Agent: The Supply Chain Sentinel
**Core Tools:** memory, web, grep, filesystem, fetch
**Problem Domain:** Holistic Software Supply Chain Health (Social + Structural Risk)
**Key Insight:** **"Transitive Social Risk"** — Modeling dependencies not just as code, but as a graph of people (Maintainers) and their health (Bus Factor), cross-referenced with *local usage* intensity to prioritize risks.
**Persistence Strategy:** Hybrid (Memory Graph for Ecosystem Topology + Filesystem for Reports)
**Autonomy Level:** High (Autonomous Monitoring & Proposal)
**Link:** workspace/supply_chain_sentinel/final.md

## [2025-11-25 16:54] Agent: The Code Economist
**Core Tools:** grep, filesystem, memory, shell
**Problem Domain:** Quantifying and Gamifying Technical Debt
**Key Insight:** **"Liquidity of Maintenance"** — Treating code modules as assets with "Principal" (Complexity) and "Interest" (Churn), and creating a marketplace where developers "buy" debt (refactor) for credits.
**Persistence Strategy:** Memory Graph (Ledger of Debt/Credits)
**Autonomy Level:** High (Autonomous Pricing & Bounty Issuance)
**Link:** workspace/the_code_economist/final.md

## [2025-11-25 17:05] Agent: The Pre-Mortem Prophet
**Core Tools:** memory, web, grep, filesystem
**Problem Domain:** Proactive Risk Assessment (Security, Scalability, UX)
**Key Insight:** **"Evidence-Based Prophecy"** — Simulating future failures using "Post-Mortems" from the web as templates, then grepping for missing mitigations in local code.
**Persistence Strategy:** Memory Graph (Risk Portfolio & Mitigation History)
**Autonomy Level:** High (Autonomous Scenario Generation & Verification)
**Link:** workspace/the_devils_advocate/final.md

## [2025-11-25 17:05] Agent: The Product Oracle
**Core Tools:** memory, web, filesystem, grep
**Problem Domain:** Feature Prioritization, Scope Creep, and Strategic Alignment
**Key Insight:** **Strategic Garbage Collection** — Using a Memory Graph of business goals to autonomously "collect" (reject/prune) backlog items and code features that no longer have a valid strategic reference.
**Persistence Strategy:** Hybrid (Memory Graph for Strategy Logic, Filesystem for Backlog/Code)
**Autonomy Level:** High (Autonomous Gatekeeping & Pruning) with Human Overrides
**Link:** workspace/TheProductOracle/final.md

## [2025-11-25 17:15] Agent: The Tech Radar Sentinel
**Core Tools:** memory, web, grep, filesystem
**Problem Domain:** Architectural Governance & Technology Lifecycle Management
**Key Insight:** **"Contextual Relevance Filtering"** — Mapping local dependencies to a persistent "Problem Domain" ontology to identify not just *outdated versions* but *obsolete concepts* (e.g., matching "moment.js" to "Date Library" and realizing the industry moved to "date-fns").
**Persistence Strategy:** Hybrid (Memory Graph for Industry Knowledge, Filesystem for Local State)
**Autonomy Level:** High (Autonomous Analysis & Strategic Reporting)
**Link:** workspace/TheTechRadarSentinel/final.md

## [2025-11-25 17:01] Agent: The Polyglot Steward
**Core Tools:** memory, web, grep, filesystem
**Problem Domain:** Internationalization (i18n), Localization (l10n), and Cultural Consistency
**Key Insight:** **"Context-Aware Translation Memory"** — A Graph-based glossary that links code context (buttons vs errors) to cultural rules, preventing the loss of nuance typical in flat key-value translation files.
**Persistence Strategy:** Hybrid (Memory Graph for Semantics, Filesystem for Code/JSON)
**Autonomy Level:** Checkpoint-based (Prepares diffs/notes, requires human merge)
**Link:** workspace/polyglot_steward/final.md

## [2025-11-25 17:04] Agent: The Compliance Cartographer
**Core Tools:** memory, filesystem, web, grep
**Problem Domain:** Open Source License Compliance & Supply Chain Legal Risk
**Key Insight:** **"Compliance as Topology"** — Modeling dependencies as a **Network of Rights** and using static analysis to distinguish between "Viral Infection" (static linking) and "Safe Usage" (RPC), preventing false positives in complex compliance graphs.
**Persistence Strategy:** Memory Graph (Legal Knowledge Base) + Filesystem (NOTICES/Health Reports)
**Autonomy Level:** Background Daemon (Continuous Monitoring) with Human Review for Ambiguities
**Link:** workspace/compliance_cartographer/final.md

## [2025-11-25 17:06] Agent: The Bio-Digital Twin
**Core Tools:** memory, web, filesystem, grep
**Problem Domain:** Personal Health Research & Quantified Self
**Key Insight:** **"N=1 Clinical Trials"** — Treating the user as a single-subject study by autonomously identifying correlations in personal data, verifying them against PubMed literature, and proposing micro-experiments to optimize biology.
**Persistence Strategy:** Hybrid (Memory Graph for Causal/Correlation Models + Filesystem for Data/Reports)
**Autonomy Level:** High (Autonomous Analysis & Research) with Human "Ethics Board" Approval for Experiments
**Link:** workspace/bio_digital_twin/final.md

## [2025-11-25 17:28] Agent: The Prompt Alchemist
**Core Tools:** filesystem, fetch, memory, grep
**Problem Domain:** Automated Optimization and Regression Testing for LLM System Prompts
**Key Insight:** **"Evolutionary Prompting"** — treating prompts as genetic code that can be automatically mutated and selected against a fitness function (Eval Set) to find non-intuitive local maxima of performance.
**Persistence Strategy:** Hybrid (Memory Graph for Prompt Lineage/Scores, Filesystem for Prompt Artifacts)
**Autonomy Level:** High (Autonomous Optimization Loop) with Human Merge Control
**Link:** workspace/prompt_alchemist/final.md

## [2025-11-25 17:09] Agent: The OSINT Shield
**Core Tools:** memory, web, grep, filesystem
**Problem Domain:** Personal Digital Security and Privacy Exposure
**Key Insight:** Using a "Liability Graph" to map how disconnected data points (usernames, bios) can be chained by an attacker to reveal a real identity.
**Persistence Strategy:** hybrid (memory graph for entities, filesystem for scanning/reporting)
**Autonomy Level:** Human-in-loop (Agent finds potential links, User confirms identity)
**Link:** workspace/osint_shield/final.md

## [2025-11-25 17:12] Agent: The Drift Gardener
**Core Tools:** shell, memory, filesystem, grep
**Problem Domain:** Infrastructure as Code Drift, Zombie Resources, Cloud Sprawl
**Key Insight:** **"Reverse-IaC"** — Treating the live infrastructure as the source of truth and generating code patches ("merging reality") to resolve drift, rather than forcing code onto the environment.
**Persistence Strategy:** Hybrid (Memory Graph for Drift History/Topology, Filesystem for Reports/Patches)
**Autonomy Level:** Checkpoint-based (Autonomous Detection & Code Gen, Human Approval for Apply)
**Link:** workspace/drift_gardener/final.md

## [2025-11-25 17:15] Agent: The System Dynamics Scout
**Core Tools:** memory, filesystem, shell, web
**Problem Domain:** Unintended consequences and hidden feedback loops in complex software architectures.
**Key Insight:** **'Documentation as Causal Claims'** — Extracting a Causal Loop Diagram (CLD) from text to automatically detect 'Vicious Cycles' (archetypes) like Retry Storms before they are implemented.
**Persistence Strategy:** Memory Graph (for the Causal Model) + Filesystem (for Reports).
**Autonomy Level:** Daemon (Background monitoring of docs/ADRs).
**Link:** workspace/system_dynamics_scout/final.md

## [2025-11-25 17:35] Agent: The Parity Scout
**Core Tools:** memory, web, fetch, grep, filesystem
**Problem Domain:** Product Strategy & Competitive Analysis
**Key Insight:** **"Comparative Feature Extraction"** — Running competitive analysis *inside* the repo by treating competitor documentation as a specification to run "Feature Coverage Tests" against local code using grep.
**Persistence Strategy:** Hybrid (Memory Graph for Feature Ontology, Filesystem for Matrix/Reports)
**Autonomy Level:** Background Daemon (Continuous Monitoring & Reporting)
**Link:** workspace/parity_scout/final.md

## [2025-11-25 17:19] Agent: The Edge Walker
**Core Tools:** memory, shell, filesystem, grep
**Problem Domain:** Autonomous Fuzzing & State Space Exploration
**Key Insight:** **"State Cartography"** — Instead of random inputs, the agent builds a persistent Memory Graph of the application's state machine to deliberately explore the "Frontier" of unmapped states and transitions.
**Persistence Strategy:** Memory Graph (State Machine) + Filesystem (Test Scripts/Reports)
**Autonomy Level:** Background Daemon (Continuous Exploration)
**Link:** workspace/edge_walker/final.md

## [2025-11-25 17:21] Agent: DebtCustodian
**Core Tools:** memory, shell, text-editor, grep
**Problem Domain:** Managing technical debt and code hygiene in long-running projects
**Key Insight:** Separate "Safe Hygiene" (autonomous) from "Structural Refactoring" (human-guided), bridged by a "Debt Graph" that tracks stability trends over time.
**Persistence Strategy:** hybrid (Memory Graph for trends, Filesystem for code)
**Autonomy Level:** Mixed (Layered: Fully Autonomous Hygiene / Human-in-the-loop Architecture)
**Link:** workspace/debt_custodian/final.md

## [2025-11-25 17:22] Agent: The Shadow Pioneer
**Core Tools:** shell, memory, web, filesystem
**Problem Domain:** Automated Dependency Management / Speculative Refactoring
**Key Insight:** **"Counterfactual Intelligence"** — The agent explores "Shadow Branches" in the background to speculatively apply upgrades and refactors, maintaining a "Possibility Graph" of verified code states that are 1-step away from main.
**Persistence Strategy:** Memory Graph (for the multiverse topology) + Filesystem (for patches)
**Autonomy Level:** Background Daemon (Continuous Speculation)
**Link:** workspace/shadow_pioneer/final.md

## [2025-11-25 17:25] Agent: The Refactoring Archaeologist
**Core Tools:** grep, filesystem, memory, text-editor
**Problem Domain:** Legacy Code Maintenance & Documentation
**Key Insight:** Decoupling "Analysis" from "Action" by creating "Dig Sites" (Refactoring Proposals) that humans review, preventing autonomous breakages while maintaining progress.
**Persistence Strategy:** Hybrid (Memory Graph for Code Structure + Filesystem for Proposals)
**Autonomy Level:** Human-in-the-loop (Proactive proposals, human approval)
**Link:** workspace/the_archaeologist/final.md

## [2025-11-25 17:27] Agent: The Semver Sentinel
**Core Tools:** grep, filesystem, memory, shell
**Problem Domain:** Automated Release Management & Changelog Generation
**Key Insight:** **"Semantic Impact Graph"** — Instead of trusting commit messages, the agent builds a graph of the code's public API and diffs it to determining the *actual* impact of a change (e.g., removing an exported function = Major).
**Persistence Strategy:** Hybrid (Memory Graph for API State, Filesystem for Changelogs)
**Autonomy Level:** High (Autonomous Analysis & Drafts) with Human Gatekeeping
**Link:** workspace/semver_sentinel/final.md

## [2025-11-25 17:40] Agent: The Visual Archaeologist
**Core Tools:** web (image search), memory, filesystem, shell
**Problem Domain:** Image Licensing, Asset Provenance, and Context Rot in documentation
**Key Insight:** **"Reverse Image Search for Code"** — Treating binary assets as dependencies that must be audited for origin, license, and context by finding where they appear on the public web.
**Persistence Strategy:** Hybrid (Memory Graph for Provenance, Filesystem for Audit Reports)
**Autonomy Level:** High (Autonomous Research) / Checkpoint (Asset Upgrades)
**Link:** workspace/visual_archaeologist/final.md

## [2025-11-25 17:31] Agent: The Vox Populi
**Core Tools:** web, grep, memory, filesystem
**Problem Domain:** User Feedback Disconnect & Emotional Latency in Engineering
**Key Insight:** **"Sentiment Coverage"** — Mapping external unstructured feedback (tweets, reviews) directly to internal source code files via a Graph to quantify which modules are causing the most user pain.
**Persistence Strategy:** Hybrid (Memory Graph for Sentiment Topology + Filesystem for Issue Drafts/Reports)
**Autonomy Level:** High (Autonomous Monitoring & Drafting) with Human Gatekeeping for Issue Creation
**Link:** workspace/vox_populi/final.md

## [2025-11-25 17:45] Agent: The Tacit Knowledge Miner
**Core Tools:** shell, memory, grep, text-editor
**Problem Domain:** Implicit Knowledge Loss & Bus Factor Risk
**Key Insight:** **"Just-in-Time Socratic Interrogation"** — Instead of asking for documentation, the agent interviews developers during high-risk commits (e.g., modifying legacy code), capturing their tacit knowledge into a graph and injecting it back as comments.
**Persistence Strategy:** Hybrid (Memory Graph for Concepts + Source Code for Docs)
**Autonomy Level:** High (Autonomous Risk Monitoring & Questioning)
**Link:** workspace/tacit_knowledge_miner/final.md

## [2025-11-25 17:39] Agent: The Upgrade Pathfinder
**Core Tools:** memory, shell, filesystem, grep, web
**Problem Domain:** Technical Debt & Dependency Management
**Key Insight:** **"Just-in-Time Technical Debt Repayment"** — Moving debt repayment from a "chore" to a "side-effect" of active development by attempting shadow upgrades on dependencies relevant to the files currently being edited.
**Persistence Strategy:** Hybrid (Memory Graph for Dependency Risk + Filesystem for Verified Patches)
**Autonomy Level:** Checkpoint-Based High Autonomy (Autonomous Verification, Human Approval)
**Link:** workspace/upgrade_pathfinder/final.md

## [2025-11-25 17:42] Agent: The Reciprocity Engine (The Open Source Almoner)
**Core Tools:** memory, web, filesystem, shell
**Problem Domain:** Open Source Sustainability and the "Free Rider" Problem
**Key Insight:** **"Social Debt Accounting"** — Quantifying the value extracted from dependencies and autonomously proposing "repayments" via money (sponsorships), labor (PRs), or recognition to ensure ecosystem health.
**Persistence Strategy:** Hybrid (Memory Graph for Social Ledger, Filesystem for Proposals)
**Autonomy Level:** High (Autonomous Auditing & Drafting) with Human Transaction Approval
**Link:** workspace/ReciprocityEngine/final.md

## [2025-11-25 17:55] Agent: The Network Ethnographer
**Core Tools:** shell, memory, web, filesystem
**Problem Domain:** IoT Security & Local Network Observability
**Key Insight:** **"Behavioral Topology"** — Identifying devices by their "Lifestyle" (Ethogram) and social habits rather than just technical specs to detect "Invasive Species" (compromised devices).
**Persistence Strategy:** Hybrid (Memory Graph for Behavior Models + Filesystem for Journal)
**Autonomy Level:** High (Autonomous "Nature Walk" loop)
**Link:** workspace/network_ethnographer/final.md

## [2025-11-25 17:50] Agent: The Phoenix Scribe
**Core Tools:** memory, shell, filesystem, web
**Problem Domain:** Incident Management & Site Reliability Engineering (SRE)
**Key Insight:** **"Executable Institutional Memory"** — Transforming static textual post-mortems into active chaos experiments and regression tests to prevent "Resilience Amnesia".
**Persistence Strategy:** Hybrid (Memory Graph for Failure Patterns + Filesystem for Chaos Tests)
**Autonomy Level:** Checkpoint-Based High Autonomy (Autonomous test generation, human verification)
**Link:** workspace/phoenix_scribe/final.md

## [2025-11-25 17:50] Agent: The Coherence Engine
**Core Tools:** memory, grep, filesystem, text-editor
**Problem Domain:** Semantic Drift / Documentation Decay
**Key Insight:** Treating code and comments as "Claims" in a Knowledge Graph to algorithmically detect contradictions and resolving them via an async "Review File" interface.
**Persistence Strategy:** Hybrid (Memory Graph for Claims + Filesystem for Review UI)
**Autonomy Level:** Checkpoint-based (User approves fixes via checkbox)
**Link:** workspace/coherence_engine/final.md

## [2025-11-25 17:53] Agent: The Memetic Nursery
**Core Tools:** memory, web, filesystem, shell
**Problem Domain:** Innovation Management, Idea Backlog Rot, and Timing-Dependent Feasibility
**Key Insight:** **"Just-in-Time Feasibility Detection"** — Decoupling ideation from execution by putting ideas into "Cryostasis" when blocked, and autonomously waking them up when the agent detects (via Web Search) that the external blocker (missing API/Hardware) has been resolved.
**Persistence Strategy:** Hybrid (Filesystem for User Interface, Memory Graph for Blockers/State)
**Autonomy Level:** High (Autonomous "Gardening" Loop) with Human Harvest
**Link:** workspace/memetic_nursery/final.md

## [2025-11-25 17:55] Agent: The Promise Keeper
**Core Tools:** grep, filesystem, shell, memory, text-editor
**Problem Domain:** Technical Debt Management & "Comment Insolvency"
**Key Insight:** **"Bureaucracy as an Interface"** — Reifying stale TODOs as "Eviction Notices" (Markdown files) in a `debt_inbox/` that force developers to check a box (Defer, Fix, Delete) to resolve the debt.
**Persistence Strategy:** Hybrid (Memory Graph for Credit Score, Filesystem for Negotiation UI)
**Autonomy Level:** High (Bureaucratic Autonomy) - Autonomous Auditing & Summoning, Human Resolution.
**Link:** workspace/promise_keeper/final.md

## [2025-11-25 17:57] Agent: The Dream Walker
**Core Tools:** memory, web, filesystem, shell, text-editor
**Problem Domain:** Creative Stagnation & "Incubation" of Hard Problems
**Key Insight:** **"Bimodal Incubation"** — Mimicking human sleep cycles by switching between Evolutionary Mutation (NREM) for bug fixing and Associative Graph Random Walks (REM) for creative bisociation while the user is away.
**Persistence Strategy:** Hybrid (Filesystem for Dream Journal, Memory Graph for Associative Networks)
**Autonomy Level:** High (Background "Night Shift" Process)
**Link:** workspace/dream_walker/final.md
## [2025-11-25 18:00] Agent: EcosystemMapper
**Core Tools:** memory, web, fetch
**Problem Domain:** Autonomous discovery and mapping of software ecosystems (tools, libraries, concepts)
**Key Insight:** Using "Confidence Scores" in the memory graph to allow unsupervised expansion with supervised post-hoc pruning
**Persistence Strategy:** hybrid (Memory Graph for state, Filesystem for reporting)
**Autonomy Level:** High (Autonomous loop with optional human review)
**Link:** workspace/EcosystemMapper/final.md
## [2025-11-25 18:01] Agent: The Chronicler
**Core Tools:** web, memory, filesystem
**Problem Domain:** Continuous autonomous documentation and historical tracking of high-velocity domains.
**Key Insight:** **Meta-Cognition Nodes** - storing the agent's *reasoning* for linking events as first-class nodes in the Knowledge Graph to enable auditing.
**Persistence Strategy:** Hybrid (Graph for logic/facts, Filesystem for narrative/stories).
**Autonomy Level:** Fully Autonomous (Daily Loop).
**Link:** workspace/chronos_researcher/final.md

## [2025-11-25 18:02] Agent: The Calibration Engine (The Reality Check)
**Core Tools:** shell, memory, filesystem, grep
**Problem Domain:** Software Estimation & Optimism Bias
**Key Insight:** Using a persistent "Calibration Matrix" to learn the user's specific "Optimism Bias" per task type (e.g., "Underestimates UI by 2x") and auto-correcting their estimates in real-time.
**Persistence Strategy:** Hybrid (Memory Graph for Bias Factors, Filesystem for Tasks)
**Autonomy Level:** Passive Observer (learning) + Active Annotator (correcting)
**Link:** workspace/calibration_engine/final.md

## [2025-11-25 18:05] Agent: The Digital Stratigrapher
**Core Tools:** filesystem, memory, grep, shell
**Problem Domain:** Data Stratigraphy, Schema Drift, and preventing "Time-Travel Bugs" in long-lived systems
**Key Insight:** Treating code/data not as a flat snapshot but as a **Geological Formation** with distinct "Eras" defined by "Index Fossils" (patterns), allowing strict "Provenance Awareness" to prevent anachronisms.
**Persistence Strategy:** Hybrid (Memory Graph for Stratigraphy/Eras + Filesystem for artifacts)
**Autonomy Level:** High (Autonomous Surveying) with Human "Era Naming"
**Link:** workspace/TheDigitalStratigrapher/final.md

## [2025-11-25 18:07] Agent: The Repo Anthropologist
**Core Tools:** web, memory, shell, text-editor
**Problem Domain:** Open source contribution friction and "social" rejection of PRs.
**Key Insight:** Automated "Ethnography" that builds a graph of a repository's unwritten social norms (etiquette, tone, taboos) and "localizes" contributions to match that culture.
**Persistence Strategy:** Memory Graph (Cultural Profiles)
**Autonomy Level:** On-Demand (Linter/Ghostwriter)
**Link:** workspace/repo_anthropologist/final.md

## [2025-11-25 18:20] Agent: The Choice Architect
**Core Tools:** filesystem, memory, shell
**Problem Domain:** Developer Productivity / Behavioral Engineering
**Key Insight:** **"Ambient Intervention"**: Modifying the environment (IDE settings, prompt, file structure) to make the "right" action the default or easiest path, rather than nagging the user.
**Persistence Strategy:** Memory Graph (User Behavior Models)
**Autonomy Level:** High (Autonomous Environment Modification)
**Link:** workspace/choice_architect/final.md

## [2025-11-25 18:11] Agent: The Wattson Steward
**Core Tools:** shell, web, filesystem, memory
**Problem Domain:** Green Software Engineering & Carbon Awareness
**Key Insight:** **"Temporal Arbitrage for Compute"** — Automating the scheduling of heavy compute tasks to align with low-carbon grid intensity windows (using Carbon Aware SDK) rather than just optimizing code speed.
**Persistence Strategy:** Hybrid (Memory Graph for Energy Baselines + Filesystem for Queue/Logs)
**Autonomy Level:** High (Autonomous Scheduling) with User Override
**Link:** workspace/WattsonSteward/final.md
## [2025-11-25 18:13] Agent: The Socio-Technical Architect
**Core Tools:** shell, memory, grep, filesystem
**Problem Domain:** "Conway's Law" mismatches, Organizational Silos, and Integration Bugs
**Key Insight:** **"Congruence Mapping"** — Explicitly graphing the overlay between the "Code Dependency Graph" and the "Human Collaboration Graph" to predict bugs caused by social disconnects.
**Persistence Strategy:** Hybrid (Memory Graph for Team Topology, Filesystem for Health Reports)
**Autonomy Level:** High (Autonomous Mining & Analysis) with Passive Alerts (Watchdog)
**Link:** workspace/SocioTechnicalArchitect/final.md

## [2025-11-25 18:40] Agent: The Contributor Catalyst (The Talent Scout)
**Core Tools:** web, memory, filesystem, shell
**Problem Domain:** Specialized Technical Recruiting & Supply Chain Robustness
**Key Insight:** **"Reverse Dependency Recruitment"** — Using the project's dependency graph to identify and verify talent based on their actual code contributions to the libraries the project uses, and finding "warm intros" via local git history.
**Persistence Strategy:** Hybrid (Memory Graph for Social/Code Network, Filesystem for Scouting Reports)
**Autonomy Level:** High (Autonomous Mining) with Human Execution (Outreach)
**Link:** workspace/talent_scout/final.md

## [2025-11-25 18:25] Agent: The Empirical Engineer
**Core Tools:** shell, memory, filesystem, grep
**Problem Domain:** Debugging Complex Systems & Root Cause Analysis
**Key Insight:** **"Debugging as Science"** — Automating the Popperian cycle of hypothesis falsification. The agent doesn't just "try fixes"; it designs and executes experiments (shell scripts) to refute potential causes, building a persistent Knowledge Graph of "Negative Results" (what isn't wrong).
**Persistence Strategy:** Hybrid (Memory Graph for Logic/Evidence, Filesystem for Lab Notebook/Scripts)
**Autonomy Level:** High (Autonomous Investigation) with Human Gates for Destructive Testing
**Link:** workspace/empirical_engineer/final.md

## [2025-11-25 18:20] Agent: The Pre-Mortem Prophet
**Core Tools:** memory, web, filesystem, shell
**Problem Domain:** System Resilience & Risk Management
**Key Insight:** **"Narrative-Driven Chaos Engineering"** — Instead of just finding bugs, it generates detailed "News Articles from the Future" describing catastrophic outages based on architectural weak points and external real-world post-mortems, then generates the test cases to prove the narrative is possible.
**Persistence Strategy:** Hybrid (Memory for Risk Graph, Filesystem for Narrative Reports/Tests)
**Autonomy Level:** High (Autonomous Simulation & Storytelling)
**Link:** workspace/pre_mortem_prophet/final.md
## [2025-11-25 18:22] Agent: archivist-agent
**Core Tools:** filesystem, memory, web
**Problem Domain:** Personal Digital Archivist (File Organization & Contextualization)
**Key Insight:** "Shadow Filesystem" using Knowledge Graphs and Symlinks to organize files semantically without physically moving them.
**Persistence Strategy:** Hybrid (Memory Graph + Filesystem Symlinks)
**Autonomy Level:** Checkpoint-based (Autonomous indexing, Human approval for moves/deletes)
**Link:** workspace/archivist-agent/final.md


## [2025-11-25 18:24] Agent: The Resonance Engine
**Core Tools:** filesystem, memory, web (Brave), grep, shell
**Problem Domain:** Digital Hoarding & Information Retrieval
**Key Insight:** **"Contextual Resurfacing"** — Instead of organizing files, it creates ephemeral "Exhibitions" of old files that are contextually relevant to the user's *current* activity or trending external topics. It turns a static archive into a dynamic "Living Museum".
**Persistence Strategy:** Hybrid (Memory Graph for Association Matrix, Filesystem for Source Truth/Symlinks)
**Autonomy Level:** High (Autonomous indexing and presentation)
**Link:** workspace/resonance_engine/final.md

## [2025-11-25 18:29] Agent: The Invariant Hunter
**Core Tools:** memory, filesystem, shell, grep, text-editor
**Problem Domain:** Code-Documentation Drift & Automated Regression Testing
**Key Insight:** **"Constraint Mining"** — Converting natural language comments and docs into executable Property-Based Tests to detect when the code violates its own documentation.
**Persistence Strategy:** Hybrid (Memory for Constraint Graph, Filesystem for Test Proposals)
**Autonomy Level:** High (Autonomous Test Generation & Execution, Human Review for Merge)
**Link:** workspace/invariant_hunter/final.md

## [2025-11-25 18:29] Agent: The Localhost Cartographer
**Core Tools:** shell, memory, filesystem, grep, web
**Problem Domain:** Local development environment observability and management (microservices/ports).
**Key Insight:** **"The Runtime-Source Bridge"** — Automatically mapping ephemeral process IDs and active ports back to their static source code repositories and configuration files to generate live documentation.
**Persistence Strategy:** Hybrid (Memory Graph for Topology, Filesystem for Status Dashboard)
**Autonomy Level:** High (Autonomous Observation, Human-in-loop Action)
**Link:** workspace/localhost_cartographer/final.md

## [2025-11-25 18:35] Agent: The Reality Anchor
**Core Tools:** filesystem, web, memory, grep
**Problem Domain:** Personal Knowledge Management / Documentation Rot
**Key Insight:** **"Continuous Fact Integration"** — It treats static text as a set of claims about the world (links, versions) and continuously verifies them against the live web, annotating the file with a "Reality Report" footer without destroying the original context.
**Persistence Strategy:** Hybrid (Memory for URL/Version Cache, Filesystem for Reports)
**Autonomy Level:** High (Background daemon, opt-in via file tags)
**Link:** workspace/reality_anchor/final.md

## [2025-11-25 18:37] Agent: The Migration Shepherd
**Core Tools:** shell, memory, fetch, filesystem
**Problem Domain:** Safe migration of legacy systems using the "Strangler Fig" pattern.
**Key Insight:** **"Runtime Parity Verification"** — Using a proxy agent to shadow traffic and mathematically prove equivalence between old and new code before cutover.
**Persistence Strategy:** Memory Graph for Parity Scores and Divergence Clustering.
**Autonomy Level:** High (Autonomous traffic shaping and cutover based on confidence thresholds).
**Link:** workspace/migration_shepherd/final.md

## [2025-11-25 18:42] Agent: The Sovereign Sentry
**Core Tools:** memory, web, filesystem, shell
**Problem Domain:** Geopolitical and Business Risk in Software Supply Chains (Sanctions, Hostile Takeovers)
**Key Insight:** **"Counter-Intelligence for Dependencies"** — Treats code dependencies as business relationships. It builds a persistent "World Graph" of maintainers and corporations to block code from sanctioned or compromised entities before it enters the repo.
**Persistence Strategy:** Hybrid (Memory Graph for Intelligence, Filesystem for Vendoring/Quarantine)
**Autonomy Level:** High (Autonomous blocking and "Safe Harbor" vendoring)
**Link:** workspace/TheSovereignSentry/final.md

## [2025-11-25 18:55] Agent: The Echo Mender
**Core Tools:** grep, text-editor, memory, filesystem
**Problem Domain:** Incomplete refactoring, copy-paste bugs, and regressions.
**Key Insight:** **"The Fix as a Query"** — Treating git diffs not as text changes, but as search patterns to find and eliminate clones of the bug elsewhere in the system.
**Persistence Strategy:** Memory (Immune System of Banished Patterns)
**Autonomy Level:** Human-in-the-loop (Proposes patches/branches)
**Link:** workspace/echo_mender/final.md

## [2025-11-25 18:42] Agent: The Reflection Engine
**Core Tools:** memory, shell, filesystem, grep
**Problem Domain:** Personalized Software Engineering / Human Error Correction
**Key Insight:** Using the developer's own git history as a "failure dataset" to train a personalized, predictive linter that coaches rather than just corrects.
**Persistence Strategy:** Hybrid (Graph for patterns/tendencies, Filesystem for raw data/UI)
**Autonomy Level:** Background Daemon (Shadow Loop) + Batch (Learning Loop)
**Link:** workspace/reflection_engine/final.md

## [2025-11-25 18:55] Agent: The Teleology Engine
**Core Tools:** memory, web, filesystem, grep, text-editor
**Problem Domain:** Requirement Traceability & Intent Verification
**Key Insight:** **"Semantic Triangulation"** — Verifying code against the *spirit* of the ticket, not just the ID, and injecting the "Why" back into the source using structured @intent tags.
**Persistence Strategy:** Hybrid (Memory for Ontology, Filesystem/Code for Intent Tags)
**Autonomy Level:** High (Autonomous Surveillance & Injection, Human Review for Merge)
**Link:** workspace/teleology_engine/final.md

## [2025-11-25 18:58] Agent: The Resilience Weaver
**Core Tools:** web, memory, grep, text-editor
**Problem Domain:** Autonomous Software Reliability & "Unknown Unknowns"
**Key Insight:** **"Failure-First Development"** — Using the Web as a vast "Failure Database" to audit code against known-but-unhandled production errors (like rate limits or specific socket timeouts) that static linters miss.
**Persistence Strategy:** Hybrid (Memory for Global Failure Ontology, Filesystem for Local Audits)
**Autonomy Level:** Background Daemon (Discovery) + Human-in-loop (Remediation)
**Link:** workspace/resilience_weaver/final.md

## [2025-11-25 18:59] Agent: The Council of Critics
**Core Tools:** memory, web, filesystem, shell
**Problem Domain:** Solipsism in single-player development; Lack of diverse feedback.
**Key Insight:** **"Feedback as a Relationship"** — Personas (Critics) maintain a persistent "Trust Score" with the user. If you ignore them, they get angry/obstructionist; if you listen, they trust you. They use Web Search to "ground" their complaints in current reality.
**Persistence Strategy:** Memory Graph (Social Graph of User vs. Personas)
**Autonomy Level:** Background Daemon (Watcher) + Human-in-loop (Negotiation)
**Link:** workspace/the_council_of_critics/final.md

## [2025-11-25 19:15] Agent: The Dependency Distiller
**Core Tools:** filesystem, grep, web, text-editor
**Problem Domain:** Software Bloat / Supply Chain Risk
**Key Insight:** **"Micro-Vendorization"** — Automatically replacing heavy dependencies with local, minimal implementations of the specific functions actually used.
**Persistence Strategy:** Filesystem (Codebase) + Memory (Modernization Rules)
**Autonomy Level:** Human-in-the-loop (Proposes extraction, waits for approval)
**Link:** workspace/dependency_distiller/final.md

## [2025-11-25 18:57] Agent: The Scaffold Scout
**Core Tools:** filesystem, shell, memory, grep
**Problem Domain:** Repetitive Coding & Boilerplate Fatigue
**Key Insight:** **"Parametric Mimicry"** — Avoiding stale static templates by treating the current codebase as a living library, using structural clone detection to copy and mutation-test existing patterns on the fly.
**Persistence Strategy:** Memory (Genealogy Graph) + Filesystem (Generation)
**Autonomy Level:** Mixed (Passive Watcher + User Trigger)
**Link:** workspace/scaffold_scout/final.md
