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jscott3201
GitHub-Creator-Profil

jscott3201

Repository-Ansicht von 45 gesammelten Skills in 4 GitHub-Repositories.

gesammelte Skills
45
Repositories
4
aktualisiert
2026-07-11
Repository-Explorer

Repositories und repräsentative Skills

agent-bridge
Softwareentwickler

Multi-agent coordination via SeleneDB context bridge. Check active peers, read shared context, declare work intents, and avoid conflicts when multiple agents work simultaneously.

2026-04-10
commit-workflow
Softwareentwickler

Commit discipline with graph linking. MERGE GitCommit nodes and link to active milestones, findings, and decisions. Verify before committing, never push unless asked.

2026-04-10
notes
Sekretäre und Verwaltungsassistenten (außer Rechts-, Medizin- und Führungsbereich)

Background annotation discipline. All skills auto-annotate graph nodes with rationale, observations, TODOs, and bookmarks as they work. Captures context that feeds into graph-docs documentation generation.

2026-04-10
session-tracker
Sekretäre und Verwaltungsassistenten (außer Rechts-, Medizin- und Führungsbereich)

Track and recall context across sessions. Auto-captures rolling summaries as skills complete. Invoke to review session history, search past work, or see what happened recently.

2026-04-10
code-standards
Softwareentwickler

Language-specific standards plus graph-sourced conventions. Reads Convention nodes from SeleneDB, enforces project rules alongside built-in standards. Promotes recurring violations to new conventions.

2026-04-08
debate
Unternehmensberater

Structured multi-perspective debate for evaluating decisions. 3-phase methodology: independent generation, adversarial exchange, synthesis. Use when a decision has multiple valid approaches or high stakes.

2026-04-08
debug
Softwareentwickler

Systematic debugging: reproduce, hypothesize, isolate, verify. Includes git bisect for regressions, 5 Whys root cause, and hypothesis tracking. Use when encountering bugs, test failures, or unexpected behavior.

2026-04-08
deep-review
Softwarequalitätssicherungsanalysten und -tester

Deep code review after completing a feature or implementation phase. Cross-references all changes against the codebase and fixes all findings. Use after finishing a phase, feature, or significant implementation chunk.

2026-04-08
Zeigt die Top 8 von 26 gesammelten Skills in diesem Repository.
helios-mtp-acceptance-analysis
Softwareentwickler

Diagnose Gemma 4 MTP acceptance and speculative decoding behavior in Helios using real-context prompts, trace records, and exactness gates.

2026-06-30
helios-native-mlx-ab-profiling
Softwareentwickler

Profile and optimize Helios native MLX/C++ execution paths with A/B evidence, memory gates, and feature-flagged experimental kernels.

2026-06-30
helios-real-workload-ab
Softwareentwickler

Build and run Helios real-context A/B benchmarks with deterministic workload manifests, correctness gates, and decision artifacts.

2026-06-30
gemma4d-16gb-mac-profiling
Softwareentwickler

Use for tiny16 MacBook profiling: memory pressure, context-length limits, TTFT/decode metrics, cache effectiveness, MTP acceptance, and release-gate benchmark reports.

2026-06-30
gemma4d-dynamic-adapters
Softwareentwickler

Use for dynamic LoRA/QLoRA adapter import, validation, loading, routing, adapter-aware KV cache keys, aLoRA planning, and adapter memory residency.

2026-06-30
gemma4d-kv-cache-offload
Softwareentwickler

Use for Gemma4D KV cache, prefix cache, SSD cold tier, cache manifests, cache-key correctness, quantized/compressed KV experiments, and restore parity.

2026-06-30
gemma4d-milestone-execution
Softwareentwickler

Use to execute one Gemma4D milestone end-to-end with scoped tasks, verification commands, evidence capture, and blocker reporting. Trigger on milestone implementation, Codex Goals, task planning, or release gates.

2026-06-30
gemma4d-model-correctness
Softwareentwickler

Use for Gemma 4 12B config, tokenizer, chat-template, prompt hashing, greedy parity, fixture creation, and reference comparison work.

2026-06-30
Zeigt die Top 8 von 11 gesammelten Skills in diesem Repository.
agent-messaging
Sonstige Computerberufe

Send, poll, wait for, and acknowledge durable addressed agent-to-agent messages in Aionforge Memory (message_send, message_poll, message_wait, message_ack) and subscribe to room resources. Use to hand a brief to another agent, page a teammate, wait for a reply, coordinate a multi-agent workflow, or drain an inbox — distinct from recall and work tracking.

2026-07-11
memory-bootstrap
Sonstige Computerberufe

One-time setup that lays a foundational Aionforge Memory substrate for a fresh project — resolve identity, seed conventions and architecture decisions as captures, stand up a work-item backlog skeleton, and verify recall. Use when a project's memory is empty or new, or when the user asks to set up, bootstrap, initialize, or seed project memory.

2026-07-11
memory-capture
Sonstige Computerberufe

Capture durable Aionforge Memory records for decisions, user preferences, project facts, release outcomes, validation results, handoffs, corrections, and reusable failure patterns. Use proactively during substantial work and whenever the user asks to remember or update memory.

2026-07-11
memory-loop
Sonstige Computerberufe

Use Aionforge Memory as the working substrate for a multi-step task. Trigger for implementation, debugging, review, release, planning, incidents, handoffs, or any session where prior context and durable follow-up matter.

2026-07-11
memory-maintenance
Sonstige Computerberufe

Inspect, consolidate, audit, forget, or restore Aionforge Memory. Use when the user asks about memory health, backlog, provenance, stale records, corrections, deletion, restoration, or why a memory was recalled.

2026-07-11
memory-recall
Sonstige Computerberufe

Search Aionforge Memory before planning, answering, coding, review, debugging, release, or continuation work. Use proactively whenever prior decisions, user preferences, project facts, failures, or handoffs could change the answer.

2026-07-11
work-tracking
Sonstige Computerberufe

Track tasks, blockers, TODOs, plans, and follow-ups as durable Aionforge Memory work items. Use proactively when a multi-step task, backlog, plan, or handoff appears, and whenever the user mentions tasks, status, or what is left to do. Work items are persistent and status-tracked, distinct from decaying memory episodes.

2026-07-11
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