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Etiqueta: precision-recall
133 artículos con esta etiqueta.
15 jun 2026
🔬 Dashboard — Experiment Status
dashboard
experiments
puma
dataview
baseline
carbon-footprint
chain-of-thought
codecarbon
cot
effort-estimation
evaluation
few-shot
gpt
issue-triage
llama
llm
meta
metrics
mistral
openai
precision-recall
software-engineering
story-points
sustainability
triage
zero-shot
15 jun 2026
Literature Note — Magnetic control of tokamak plasmas through deep reinforcement learning
literature-note
reinforcement-learning
plasma
fusion
ai-discovery
deepmind
puma
academic-writing
ai-science
alphafold
bibliography
chain-of-thought
citation
cot
issue-triage
metrics
moc
plasma-physics
precision-recall
protein-folding
reasoning
research
triage
15 jun 2026
Cognitive Agents for Agile Software Project Management
literature
llm-agents
agile
project-management
benchmark
puma-core
academic-writing
api
bibliography
carbon-footprint
chain-of-thought
citation
code-review
codecarbon
cot
critical-thinking
dataset
effort-estimation
github
gpt
hypothesis
issue-triage
jira
keshav
literature-note
literature-review
llm
metrics
moc
openai
permanent-note
planning
precision-recall
reading-method
red-teaming
research
research-methodology
slr
sprint
story-points
sustainability
tawos
triage
15 jun 2026
Cognitive Agents Powered by Large Language Models for Agile Software Project Management
literature
cognitive-agents
agile-pm
llm
benchmark
puma-core
academic-writing
agile
api
architecture
bibliography
carbon-footprint
chain-of-thought
citation
code-review
codecarbon
cot
critical-thinking
effort-estimation
few-shot
github
gpt
hypothesis
issue-triage
keshav
literature-note
literature-review
local-llm
metrics
moc
obsidian
ollama
openai
planning
precision-recall
project-management
reading-method
red-teaming
research
research-methodology
slr
sprint
story-points
sustainability
triage
vault
zero-shot
15 jun 2026
🎬 Videos — Context Engineering, Prompt Engineering & Skills
videos
context-engineering
prompt-engineering
skills
puma
ami
anthropic
chain-of-thought
cot
dev-tools
drca
ide
iipr
literature-note
llm
metrics
moc
para
precision-recall
prompting
rcoif
software-engineering
workflow
15 jun 2026
Context Engineering Clearly Explained
video
context-engineering
prompting
fundamentals
academic-writing
chain-of-thought
code-review
cot
few-shot
github
metrics
moc
precision-recall
prompt-engineering
rcoif
reasoning
template
video-note
zero-shot
15 jun 2026
¡No construyas Agentes IA hasta que veas esto! [Secretos de Anthropic]
video
agents
anthropic
context
best-practices
chain-of-thought
cot
data-formats
effort-estimation
issue-triage
json
metrics
moc
precision-recall
prompt-engineering
pydantic
python
story-points
triage
video-note
15 jun 2026
Ingeniería de Contexto: La Habilidad CLAVE para crear AGENTES de IA ahora mismo
video
context-engineering
agents
key-skill
architecture
chain-of-thought
code-review
cot
few-shot
github
issue-triage
llama
meta
metrics
moc
para
precision-recall
project-management
triage
video-note
15 jun 2026
How to build, evaluate, and refine prompts with AI — Latitude
video
prompting
evaluation
refinement
workflow
accuracy
hypothesis
metrics
moc
precision-recall
promptfoo
pydantic
python
research-methodology
testing
video-note
15 jun 2026
🎬 Videos — LLM Agents, Multi-Agent Systems & Agentic AI
videos
llm-agents
multi-agent
agentic-ai
autoresearch
karpathy
puma
academic-writing
anthropic
architecture
autogen
benchmark
context-engineering
crewai
dev-tools
evaluation
fine-tuning
ide
langchain
langgraph
literature-note
llama
llm
local-llm
mas
mcp
meta
metrics
moc
nlp
obsidian
opencode
orchestration
para
precision-recall
project-management
protocol
python
rag
react
reasoning-action
research
retrieval
smart-pmo
testing
vault
workflow
15 jun 2026
Karpathy Just Replaced RAG With Obsidian + Claude Code
video
agents
karpathy
obsidian
anthropic
architecture
dev-tools
embeddings
graph-rag
ide
knowledge-graph
knowledge-management
llm
metrics
moc
precision-recall
project-management
rag
retrieval
vault
vector-db
video-note
15 jun 2026
3 Advanced AI agent design patterns
video
agents
design-patterns
google
architecture
issue-triage
llm
metrics
moc
multi-agent
orchestration
planning
precision-recall
project-management
react
reasoning-action
smart-pmo
tool-use
triage
video-note
15 jun 2026
Flujos de trabajo utilizando Agentes - Andrew Ng explica
video
agents
andrew-ng
workflows
few-shot
hypothesis
llm
metrics
moc
multi-agent
planning
precision-recall
project-management
rag
react
reasoning-action
research-methodology
retrieval
tool-use
video-note
workflow
15 jun 2026
Building AI Agents that actually work (Full Course)
video
agents
course
practical
api
autogen
crewai
jira
langgraph
llm
metrics
moc
non-parametric
precision-recall
project-management
pydantic
python
statistics
video-note
wilcoxon
15 jun 2026
CrewAI vs AutoGen vs LangGraph: Features, Pros & Cons Compared (2026)
video
langgraph
crewai
autogen
comparison
human-in-the-loop
issue-triage
llm
metrics
moc
multi-agent
precision-recall
project-management
python
smart-pmo
triage
video-note
15 jun 2026
Karpathy's Autoresearch: We Achieved Near-Human Scores in 2 Hours!
video
agents
karpathy
autoresearch
benchmark
anthropic
dev-tools
ide
llm
metrics
moc
obsidian
precision-recall
project-management
rag
retrieval
vault
video-note
workflow
15 jun 2026
The only AutoResearch tutorial you'll ever need
video
agents
karpathy
autoresearch
tutorial
anthropic
dev-tools
hypothesis
ide
keshav
metrics
moc
obsidian
pipeline
precision-recall
reading-method
research-methodology
vault
video-note
15 jun 2026
¡No construyas Agentes IA hasta que veas esto! [Secretos de Anthropic]
video
agents
anthropic
design-principles
effort-estimation
human-in-the-loop
llm
metrics
moc
precision-recall
project-management
pydantic
python
story-points
video-note
15 jun 2026
AI Agent Specialization. RAG vs Fine-tuning — T3chFest 2026
video
agents
rag
fine-tuning
specialisation
academic-writing
benchmark
embeddings
issue-triage
jira
llm
metrics
moc
precision-recall
project-management
research
retrieval
swe-bench
triage
vector-db
video-note
15 jun 2026
Agentes de IA y LangGraph: cómo las empresas reducen costos
video
agents
langgraph
enterprise
cost
api
automation
code-review
github
issue-triage
llm
metrics
moc
orchestration
precision-recall
project-management
triage
video-note
15 jun 2026
MAIA Master Class — De NLP a la IA Agéntica: Una visión general
video
agents
academic
nlp
overview
code-review
critical-thinking
github
llm
metrics
moc
multi-agent
precision-recall
project-management
prompt-engineering
rag
reasoning
red-teaming
retrieval
tool-use
video-note
15 jun 2026
🎬 Videos — Local LLMs, Ollama & Hardware
videos
ollama
local-llm
hardware
mac-mini
reproducibility
puma
anthropic
api
dev-tools
devops
docker
effort-estimation
gpt
ide
literature-note
llm
lm-studio
mcp
metrics
moc
openai
opencode
para
precision-recall
privacy
protocol
software-engineering
story-points
workflow
15 jun 2026
Mac Mini M4 básico para LLM — Probamos modelos de lenguaje para ver sus límites
video
ollama
mac-mini
hardware
benchmark
effort-estimation
issue-triage
llama
llm
local-llm
memory
meta
metrics
mistral
moc
para
precision-recall
reasoning
story-points
triage
video-note
15 jun 2026
Ollama vs LM Studio vs Docker Models vs LlamaBarn ¿Cuál es el mejor inferidor?
video
ollama
lm-studio
comparison
inference
api
devops
docker
effort-estimation
langgraph
local-llm
metrics
moc
precision-recall
rest-api
story-points
video-note
15 jun 2026
Claude MCP has Changed AI Forever — Here's What You NEED to Know
video
mcp
impact
ecosystem
aiops
anthropic
api
devops
github
jira
metrics
moc
precision-recall
protocol
security
smart-pmo
video-note
15 jun 2026
Build ANYTHING with MCP Servers — Coding Tutorial
video
mcp
tutorial
build
coding
accuracy
architecture
effort-estimation
issue-triage
jira
metrics
moc
precision-recall
protocol
python
story-points
triage
video-note
15 jun 2026
🎬 Videos — General AI Tools, SaaS, Automation & Miscellaneous
videos
automation
saas
n8n
gemini
supabase
misc
puma
academic-writing
anthropic
api
architecture
chain-of-thought
cot
data-formats
database
dev-tools
google
ide
json
literature-note
llm
mcp
memory
metrics
moc
multi-agent
notebooklm
para
pipeline
precision-recall
prompt-engineering
protocol
rag
reasoning
research
research-tools
retrieval
sdd
software-engineering
spec-driven-development
workflow
15 jun 2026
A Visual Tour of Modern LLM Architectures
video
llm
architecture
transformer
theory
attention
chain-of-thought
cot
few-shot
fine-tuning
gpt
llama
meta
metrics
mistral
moc
openai
precision-recall
project-management
video-note
15 jun 2026
CrewAI vs AutoGen vs LangGraph — Features, Pros & Cons Compared (2026)
video
crewai
autogen
langgraph
comparison
human-in-the-loop
llm
metrics
moc
multi-agent
precision-recall
project-management
pydantic
python
video-note
15 jun 2026
Curso evaluacion LLM con Promptfoo — episodio 1
video
promptfoo
evaluation
llm
spanish
data-formats
hypothesis
issue-triage
jira
json
llama
local-llm
meta
metrics
moc
ollama
precision-recall
research-methodology
testing
triage
video-note
15 jun 2026
AI Testing Series Day 2 — Variable Injection & Assertions in #promptfoo
video
promptfoo
testing
assertions
variables
automation
data-formats
dataset
evaluation
hypothesis
jira
json
metrics
moc
precision-recall
research-methodology
tawos
template
video-note
15 jun 2026
Introduction to Observability and Prometheus Tutorial
video
observability
prometheus
monitoring
metrics
devops
docker
moc
precision-recall
video-note
15 jun 2026
🎬 Videos — AI in Project Management, Agile & Scrum Evolution
videos
project-management
agile
scrum
pm-ai
puma
academic-writing
aiops
anthropic
automation
cicd
dev-tools
devops
fine-tuning
gemini
google
ide
knowledge-management
literature-note
llm
mcp
metrics
moc
monitoring
observability
obsidian
para
pkm
precision-recall
protocol
rag
retrieval
second-brain
smart-pmo
software-engineering
sprint
vault
workflow
15 jun 2026
El clásico Sprint hoy es demasiado lento: las 3 velocidades de los equipos con I
video
sprint
agile
velocity
ai
automation
code-review
github
issue-triage
metrics
moc
precision-recall
project-management
scrum
triage
video-note
15 jun 2026
I Built a Second Brain That Organises Itself (and you can too!)
video
obsidian
second-brain
para
zettelkasten
anthropic
dev-tools
graph-rag
ide
index
knowledge-graph
knowledge-management
metrics
moc
pipeline
precision-recall
project-management
vault
video-note
15 jun 2026
MI INTELIGENCIA y ESTRATEGIA se disparan gracias a GEMINI CLI y OBSIDIAN
video
obsidian
gemini
pkm
research
anthropic
google
knowledge-management
literature-review
metrics
moc
pipeline
precision-recall
prisma
project-management
slr
software-engineering
vault
video-note
15 jun 2026
🎬 Videos — RAG, Vector Databases & Knowledge Systems
videos
rag
vector-database
qdrant
llamaindex
embeddings
puma
academic-writing
ai-tools
anthropic
anythingllm
architecture
database
dev-tools
dify
gemini
google
graph-rag
ide
issue-triage
knowledge-graph
langchain
literature-note
llm
lm-studio
local-llm
mas
memory
metrics
moc
multi-agent
notebooklm
ollama
para
precision-recall
project-management
prompt-engineering
python
research
research-tools
retrieval
semantic-search
supabase
template
triage
vector-db
15 jun 2026
MISO Master Class — RAG en entornos reales y los desafíos con LLMs
video
rag
academic
challenges
production
code-review
embeddings
github
hypothesis
llama
meta
metrics
moc
precision-recall
research-methodology
retrieval
vector-db
video-note
15 jun 2026
LM Studio + AnythingLLM: Process Local Documents with RAG Like a Pro!
video
rag
anythingllm
lm-studio
local
academic-writing
embeddings
keshav
literature-review
llm
local-llm
metrics
moc
ollama
precision-recall
privacy
reading-method
research
retrieval
slr
vector-db
video-note
15 jun 2026
Por qué NO uso RAG (y qué uso en su lugar)
video
rag
alternatives
context-engineering
baseline
chain-of-thought
cot
embeddings
evaluation
few-shot
hypothesis
llm
metrics
moc
precision-recall
project-management
research-methodology
retrieval
vector-db
video-note
zero-shot
15 jun 2026
Did you like NotebookLM? Create it yourself from scratch (RAG Masterclass)
video
rag
notebooklm
build
masterclass
anythingllm
architecture
embeddings
llm
local-llm
metrics
moc
ollama
precision-recall
privacy
research-tools
retrieval
vector-db
video-note
15 jun 2026
🎬 Videos — Academic Research, Literature Review & AI Research Tools
videos
research
literature-review
semantic-scholar
consensus
research-rabbit
puma
academic-writing
anthropic
dev-tools
gpt
ide
literature-note
llm
metrics
moc
openai
para
pipeline
precision-recall
prisma
research-tools
slr
workflow
15 jun 2026
🎬 Videos — Spec-Driven Development, BMAD, OpenSpec & Spec Kit
videos
sdd
bmad
openspec
spec-kit
context-engineering
puma
aiops
architecture
devops
effort-estimation
gemini
google
literature-note
metrics
moc
multi-agent
orchestration
para
precision-recall
spec-driven-development
story-points
workflow
15 jun 2026
Spec-Driven Development in the Real World
video
sdd
puma
effort-estimation
issue-triage
metrics
moc
precision-recall
spec-driven-development
story-points
triage
video-note
15 jun 2026
The Official BMad-Method Masterclass (The Complete IDE Workf
video
bmad
puma
agile
architecture
metrics
moc
multi-agent
precision-recall
sdd
spec-driven-development
video-note
workflow
15 jun 2026
BMAD Method V6- PRD, Architecture, Agents — This Finally End
video
bmad
puma
architecture
effort-estimation
metrics
moc
multi-agent
pipeline
precision-recall
sdd
spec-driven-development
story-points
video-note
15 jun 2026
AgentOS VS BMAD VS Spec Kit- Which AI Development Framework
video
sdd
puma
bmad
metrics
moc
multi-agent
precision-recall
spec-driven-development
spec-kit
video-note
15 jun 2026
Plan, Specify, and Implement with Spec Kit
video
spec-kit
puma
bmad
data-formats
github
json
metrics
moc
multi-agent
obsidian
precision-recall
sdd
spec-driven-development
video-note
15 jun 2026
OpenSpec is Insane- Spec Driven Development is 100X Better T
video
openspec
puma
bmad
effort-estimation
issue-triage
metrics
moc
multi-agent
precision-recall
sdd
spec-driven-development
story-points
triage
video-note
workflow
15 jun 2026
Gemini CLI Conductor- Spec-Driven Development 100x Better Th
video
sdd
puma
bmad
effort-estimation
gemini
google
metrics
moc
multi-agent
openspec
orchestration
precision-recall
spec-driven-development
story-points
video-note
15 jun 2026
Spec-Driven Development for AI Agents- I Tried OpenSpec and
video
sdd
puma
api
benchmark
bmad
metrics
moc
multi-agent
openspec
precision-recall
pydantic
python
spec-driven-development
spec-kit
video-note
15 jun 2026
BMAD vs Open Spec vs Spec Kit- Which AI Development Framewor
video
sdd
puma
bmad
metrics
moc
multi-agent
precision-recall
spec-driven-development
spec-kit
video-note
15 jun 2026
🤖 Tools — AI Assistants & LLM Models
tools
llm
ai-assistants
chatgpt
ollama
puma
anthropic
api
architecture
benchmark
bias
bibliography
bmad
chain-of-thought
citation
cot
dev-tools
effort-estimation
ethics
gemini
google
gpt
issue-triage
keshav
literature-note
llama
lm-studio
local-llm
meta
metrics
mistral
moc
multi-agent
notebooklm
openai
opencode
precision-recall
project-management
prompt-engineering
prompting
rag
rcoif
reading-method
reasoning
research-tools
rest-api
retrieval
story-points
triage
15 jun 2026
📊 Tools — Datasets, Benchmarks & Data Access
tools
datasets
benchmarks
jira-sr
tawos
swe-bench
puma
academic-writing
agile
baseline
benchmark
carbon-footprint
code-review
dataset
effort-estimation
evaluation
github
hypothesis
issue-triage
jira
literature-note
metrics
moc
nlp
non-parametric
observability
planning
precision-recall
python
research
research-methodology
smart-pmo
statistics
story-points
sustainability
tracing
triage
wilcoxon
workflow
15 jun 2026
⚙️ Tools — Development Environment, IDE & Technical Stack
tools
development
vscode
docker
python
langgraph
fastapi
puma
academic-writing
aiops
api
architecture
carbon-footprint
chain-of-thought
cicd
cot
crewai
dashboard
data-formats
dev-tools
devops
effort-estimation
embeddings
github
human-in-the-loop
ide
issue-triage
json
langchain
literature-note
llm
local-llm
metrics
moc
multi-agent
ollama
opencode
openhands
openspec
orchestration
precision-recall
project-management
pydantic
react
reasoning
reasoning-action
research
rest-api
scrum
sdd
smart-pmo
spec-driven-development
story-points
sustainability
triage
vector-db
workflow
15 jun 2026
📋 Tools — Documentation, Organisation & Productivity
tools
documentation
obsidian
notion
excalidraw
grammarly
puma
academic-writing
api
architecture
automation
bibliography
citation
github
gtd
index
johnny-decimal
kanban
keshav
knowledge-management
langgraph
literature-note
literature-review
metrics
moc
multi-agent
para
pipeline
precision-recall
reading-method
research
research-tools
slr
sprint
template
vault
zettelkasten
zotero
15 jun 2026
🗃️ Tools — RAG Systems & Vector Databases
tools
rag
vector-database
qdrant
chromadb
llamaindex
embeddings
puma
academic-writing
anythingllm
api
chain-of-thought
cot
devops
docker
index
issue-triage
jira
keshav
langchain
literature-note
literature-review
llama
llm
local-llm
memory
meta
metrics
moc
notebooklm
ollama
pipeline
precision-recall
privacy
project-management
python
react
reading-method
reasoning-action
research
research-tools
retrieval
semantic-search
slr
triage
vector-db
workflow
15 jun 2026
🔍 Tools — Research Discovery & Bibliographic Management
tools
research
bibliography
slr
zotero
semantic-scholar
puma
academic-writing
ai-tools
aiops
autogen
chain-of-thought
citation
connected-papers
cot
dataset
devops
elicit
gpt
ict
index
jira
keshav
langgraph
literature-note
literature-review
llama
llm
local-llm
mas
meta
metagpt
metrics
mistral
moc
multi-agent
obsidian
ollama
openai
perplexity
pipeline
precision-recall
prisma
project-management
react
reading-method
reasoning-action
research-tools
root-cause-analysis
semantic-search
software-engineering
tawos
vault
15 jun 2026
🗃️ Zettelkasten Hub — PUMA Research Knowledge Base
zettelkasten
hub
moc
knowledge-base
puma
agentic-science
ami
bdd
bmad
chain-of-thought
cornell-notes
cot
critical-thinking
drca
dsr
effort-estimation
egi
embeddings
few-shot
finer
fleeting-note
github
graph-rag
gtd
iipr
index
issue-triage
keshav
knowledge-graph
literature-note
literature-review
llm
metrics
multi-agent
navigation
non-parametric
note-taking
obsidian
para
permanent-note
precision-recall
prisma
prompting
rag
rcoif
react
reading-method
reasoning
reasoning-action
red-teaming
research-methodology
retrieval
sdd
slr
spec-driven-development
statistics
story-points
triage
vault
vector-db
wilcoxon
15 jun 2026
RAG, embeddings, and vector databases enable LLMs to query external knowledge without fine-tuning
permanent-note
rag
embeddings
vector-database
llm
puma
architecture
chain-of-thought
cot
critical-thinking
dataset
effort-estimation
few-shot
fine-tuning
issue-triage
jira
llama
local-llm
memory
meta
metrics
moc
nlp
ollama
pipeline
precision-recall
project-management
react
reasoning-action
red-teaming
retrieval
story-points
triage
vector-db
15 jun 2026
The ReAct pattern reduces LLM hallucination by grounding each reasoning step in observable external evidence
permanent-note
react
hallucination
grounding
agent-pattern
reasoning
api
chain-of-thought
cot
effort-estimation
embeddings
few-shot
hypothesis
issue-triage
llm
metrics
moc
multi-agent
precision-recall
project-management
rag
reasoning-action
research-methodology
retrieval
story-points
triage
vector-db
zettelkasten
15 jun 2026
PUMA tool selection follows a hierarchy: reproducibility first, then capability, then convenience
permanent-note
tool-selection
reproducibility
local-inference
puma-design
api
architecture
autogen
code-review
effort-estimation
embeddings
github
gpt
langgraph
llama
llm
lm-studio
local-llm
meta
metrics
mistral
moc
ollama
openai
precision-recall
pydantic
python
rag
retrieval
story-points
vector-db
15 jun 2026
🤖 BMAD Agent Roster — PUMA Project
bmad
agents
agentic
multi-agent
puma
agile
ai-ethics
ai-tools
anthropic
architecture
backlog
benchmark
bias
carbon-footprint
checklist
codecarbon
cornell-notes
critical-thinking
dataset
dev-tools
effort-estimation
ethics
falsifiability
finer
github
human-in-the-loop
hypothesis
ide
issue-triage
jira
keshav
langgraph
literature-review
local-llm
mas
metrics
moc
non-parametric
note-taking
obsidian
ollama
openhands
openspec
orchestration
perplexity
planning
popper
precision-recall
prisma
project-management
python
reading-method
red-teaming
research-methodology
research-tools
scrum
sdd
semantic-scholar
slr
smart-pmo
software-engineering
spec-driven-development
spec-kit
sprint
statistics
story-points
sustainability
tawos
triage
vault
wilcoxon
workflow
15 jun 2026
📋 PUMA — Product Requirements Document (PRD)
bmad
prd
requirements
puma
sdd
anthropic
api
architecture
artefact
benchmark
bias
carbon-footprint
chain-of-thought
codecarbon
cot
critical-thinking
dataset
dsr
effect-size
effort-estimation
ethics
falsifiability
fine-tuning
github
gpt
hypothesis
ict
issue-triage
jira
literature-review
llama
llm
local-llm
meta
metrics
mistral
moc
multi-agent
non-parametric
ollama
openai
planning
popper
precision-recall
project-management
python
rag
red-teaming
research-methodology
retrieval
slr
smart-pmo
software-engineering
spec-driven-development
sprint
statistics
story-points
sustainability
tawos
triage
wilcoxon
15 jun 2026
📖 MIT AI Lab Q1/Q2/Q3 — Applied Reading Log
mit-ai-lab
wp316
reading
research
active-reading
puma
academic-writing
accuracy
agile
api
baseline
carbon-footprint
chain-of-thought
checklist
codecarbon
cot
critical-thinking
dataset
effort-estimation
evaluation
falsifiability
few-shot
gpt
hypothesis
issue-triage
jira
keshav
literature-review
llama
local-llm
meta
metrics
mistral
ollama
openai
permanent-note
planning
popper
precision-recall
project-management
rag
reading-method
reasoning
red-teaming
research-methodology
retrieval
slr
software-engineering
sprint
story-points
sustainability
tawos
triage
validity
zero-shot
15 jun 2026
🤖 BMAD Agent Prompts — PUMA Project
bmad
prompts
agents
rcoif
cdd
puma
academic-writing
agile
api
architecture
baseline
benchmark
bibliography
carbon-footprint
chain-of-thought
checklist
citation
codecarbon
cot
data-formats
dataset
drca
effect-size
effort-estimation
egi
evaluation
falsifiability
few-shot
github
gtd
human-in-the-loop
ict
issue-triage
jira
json
keshav
literature-review
llama
llm
local-llm
meta
metrics
mistral
multi-agent
non-parametric
ollama
openspec
planning
popper
precision-recall
project-management
prompt-template
prompting
python
reading-method
research
research-methodology
rest-api
sdd
slr
software-engineering
spec-driven-development
spec-kit
sprint
statistics
story-points
sustainability
tawos
triage
validity
wilcoxon
zero-shot
15 jun 2026
PRISMA Protocol — Systematic Literature Review for PUMA
prompt
prisma
slr
methodology
puma
academic-writing
anthropic
benchmark
dsr
elicit
ict
issue-triage
literature-review
llm
metrics
moc
multi-agent
pipeline
planning
precision-recall
project-management
prompt-template
quantitative-research
research
research-methodology
research-tools
semantic-scholar
triage
workflow
zotero
15 jun 2026
Keshav's Three-Pass Method — Paper Reading Protocol for PUMA
prompt
keshav
three-pass
reading
puma
academic-writing
accuracy
anthropic
baseline
benchmark
dataset
dsr
evaluation
hypothesis
jira
literature-note
literature-review
metrics
moc
non-parametric
notebooklm
permanent-note
precision-recall
prompt-template
quantitative-research
reading-method
research
research-methodology
research-tools
slr
statistics
tawos
validity
wilcoxon
zettelkasten
15 jun 2026
Design Science Research — Artifact Design Prompts for PUMA
prompt
dsr
hevner
peffers
artifact-design
puma
anthropic
artefact
baseline
benchmark
bias
carbon-footprint
code-review
codecarbon
dataset
effort-estimation
ethics
evaluation
github
issue-triage
jira
literature-review
llm
local-llm
metrics
moc
non-parametric
pipeline
planning
precision-recall
project-management
prompt-template
pydantic
python
research-methodology
slr
statistics
story-points
sustainability
tawos
triage
wilcoxon
15 jun 2026
Grounded Theory — Qualitative Analysis of Agent Failures
prompt
grounded-theory
qualitative
error-analysis
puma
anthropic
code-review
dsr
effort-estimation
github
literature-review
llm
metrics
moc
precision-recall
prompt-engineering
prompt-template
qualitative-research
quantitative-research
reasoning
research-methodology
slr
story-points
15 jun 2026
Semantic Scholar — Core PUMA Topic Search
prompt
semantic-scholar
literature-exploration
puma
slr
baseline
benchmark
bibliography
citation
dataset
effort-estimation
evaluation
ict
issue-triage
jira
literature-review
llm
metrics
moc
multi-agent
pipeline
precision-recall
prisma
project-management
prompt-template
research-tools
software-engineering
story-points
tawos
triage
zotero
15 jun 2026
Semantic Scholar — Task-Specific PUMA Search
prompt
semantic-scholar
triage
effort-estimation
puma
agile
backlog
benchmark
dataset
github
hypothesis
issue-triage
jira
literature-review
llm
metrics
moc
neural-network
precision-recall
prisma
project-management
prompt-template
research-methodology
research-tools
scrum
slr
software-engineering
sprint
story-points
tawos
transformer
15 jun 2026
Undermind — High-Precision PUMA Research Query
prompt
undermind
deep-research
puma
rcoif
ai-ethics
automation
baseline
benchmark
bias
carbon-footprint
code-review
codecarbon
dataset
dsr
effort-estimation
ethics
evaluation
finer
github
human-in-the-loop
ict
issue-triage
jira
langgraph
literature-review
llama
llm
local-llm
meta
metrics
mistral
moc
multi-agent
ollama
orchestration
pipeline
planning
precision-recall
project-management
prompt-template
prompting
pydantic
python
rag
research-methodology
retrieval
slr
software-engineering
story-points
sustainability
tawos
triage
15 jun 2026
Elsevier / Scopus — Structured Database Search for PUMA
prompt
elsevier
scopus
mendeley
puma
boolean
academic-writing
aiops
automation
benchmark
bibliography
citation
dataset
devops
effort-estimation
human-in-the-loop
issue-triage
literature-review
llm
metrics
moc
multi-agent
precision-recall
prisma
project-management
prompt-template
research
research-tools
semantic-scholar
slr
story-points
triage
zotero
15 jun 2026
OpenCode — Literature Synthesis with RCOIF Framework
prompt
rcoif
synthesis
keshav
puma
academic-writing
ami
anthropic
automation
benchmark
code-review
dataset
dsr
effort-estimation
github
human-in-the-loop
hypothesis
issue-triage
jira
literature-review
llama
llm
local-llm
meta
metrics
mistral
moc
ollama
pipeline
precision-recall
project-management
prompt-template
prompting
reading-method
research
research-methodology
slr
software-engineering
story-points
tawos
triage
15 jun 2026
Perplexity — Fast Evidence Map for PUMA
prompt
perplexity
evidence-map
scientific-mapping
puma
academic-writing
ai-tools
anthropic
benchmark
bibliography
citation
dataset
effort-estimation
issue-triage
jira
llama
llm
meta
metrics
moc
multi-agent
orchestration
precision-recall
project-management
prompt-template
prompting
rcoif
research
research-tools
software-engineering
story-points
triage
zotero
15 jun 2026
Elicit — Structured Data Extraction for PUMA SLR
prompt
elicit
data-extraction
slr
puma
academic-writing
accuracy
api
baseline
benchmark
bibliography
chain-of-thought
citation
cot
dataset
effort-estimation
evaluation
few-shot
github
hypothesis
issue-triage
jira
literature-review
llm
metrics
moc
pipeline
planning
precision-recall
prisma
prompt-engineering
prompt-template
quantitative-research
rag
research
research-methodology
research-tools
retrieval
story-points
tawos
triage
zero-shot
15 jun 2026
OpenCode — Theoretical Framework Construction for PUMA
prompt
theoretical-framework
drca
puma
academic-writing
anthropic
benchmark
chain-of-thought
code-review
cot
critical-thinking
dataset
dsr
effort-estimation
few-shot
github
human-in-the-loop
issue-triage
jira
llama
llm
local-llm
mas
meta
metrics
mistral
moc
multi-agent
nlp
non-parametric
obsidian
permanent-note
precision-recall
project-management
prompt-template
prompting
rag
rcoif
red-teaming
research-methodology
research-tools
retrieval
semantic-scholar
software-engineering
statistics
story-points
tawos
triage
vault
wilcoxon
zettelkasten
15 jun 2026
OpenCode — Hypothesis Formulation for PUMA (RCOIF + EGI)
prompt
hypothesis
egi
falsifiability
puma
accuracy
anthropic
artefact
baseline
bias
chain-of-thought
code-review
cot
dataset
dsr
effort-estimation
ethics
evaluation
few-shot
github
issue-triage
jira
literature-review
llama
llm
local-llm
meta
metrics
mistral
moc
non-parametric
popper
precision-recall
project-management
prompt-template
prompting
rcoif
research-methodology
slr
software-engineering
statistics
story-points
tawos
triage
validity
wilcoxon
zero-shot
15 jun 2026
ChatGPT — Rival Hypothesis and Falsification Analysis for PUMA
prompt
chatgpt
rival-hypotheses
falsification
puma
iipr
baseline
carbon-footprint
chain-of-thought
checklist
code-review
codecarbon
cot
dataset
effect-size
effort-estimation
evaluation
falsifiability
few-shot
github
gpt
hypothesis
issue-triage
jira
literature-review
llama
llm
meta
metrics
moc
non-parametric
openai
popper
precision-recall
project-management
prompt-engineering
prompt-template
prompting
rcoif
research-methodology
slr
sprint
statistics
story-points
sustainability
tawos
triage
wilcoxon
zero-shot
15 jun 2026
OpenCode — Controlled Experiment Protocol Design for PUMA
prompt
experiment-design
wilcoxon
codecarbon
puma
anthropic
api
baseline
carbon-footprint
chain-of-thought
cot
dataset
dsr
effect-size
effort-estimation
evaluation
few-shot
hypothesis
issue-triage
jira
llama
llm
local-llm
meta
metrics
mistral
moc
non-parametric
ollama
precision-recall
project-management
prompt-template
prompting
python
rcoif
research-methodology
software-engineering
statistics
story-points
sustainability
tawos
template
triage
validity
zero-shot
15 jun 2026
ChatGPT — Dataset Preparation Protocol for PUMA
prompt
chatgpt
dataset
jira-sr
tawos
puma
reproducibility
agile
baseline
checklist
dsr
effort-estimation
embeddings
evaluation
few-shot
gpt
issue-triage
jira
llm
metrics
moc
openai
pipeline
precision-recall
prompt-engineering
prompt-template
python
research-methodology
sprint
story-points
template
triage
vector-db
15 jun 2026
OpenCode — Peer Review Simulation for PUMA
prompt
peer-review
academic-writing
puma
ami
anthropic
carbon-footprint
code-review
codecarbon
dataset
dsr
effort-estimation
few-shot
github
issue-triage
jira
llm
local-llm
metrics
moc
non-parametric
precision-recall
project-management
prompt-template
prompting
rcoif
research
research-methodology
software-engineering
sprint
statistics
story-points
sustainability
tawos
triage
wilcoxon
workflow
zero-shot
15 jun 2026
Grok — Adversarial Critique and Stress Testing for PUMA
prompt
grok
adversarial
critique
stress-test
puma
academic-writing
anthropic
baseline
benchmark
bias
checklist
code-review
dataset
effort-estimation
ethics
evaluation
falsifiability
few-shot
github
hypothesis
issue-triage
jira
llama
llm
local-llm
meta
metrics
moc
popper
precision-recall
project-management
prompt-template
research
research-methodology
story-points
tawos
triage
zero-shot
15 jun 2026
Perplexity — Claim Verification and Fact-Checking for PUMA
prompt
perplexity
fact-checking
verification
puma
marco-veritas
academic-writing
ai-tools
bibliography
citation
code-review
dataset
effect-size
github
jira
llm
metrics
moc
non-parametric
precision-recall
prompt-template
quantitative-research
reasoning
research
software-engineering
statistics
tawos
wilcoxon
15 jun 2026
OpenCode — Architecture Design with SDD and BMAD
prompt
sdd
bmad
architecture
langgraph
puma
anthropic
api
backlog
carbon-footprint
chain-of-thought
codecarbon
cot
crewai
data-formats
dev-tools
devops
docker
dsr
effort-estimation
few-shot
human-in-the-loop
ide
issue-triage
jira
json
llama
llm
local-llm
mas
mcp
meta
metrics
moc
multi-agent
ollama
openspec
orchestration
pipeline
planning
precision-recall
prompt-engineering
prompt-template
prompting
protocol
pydantic
python
rag
rcoif
reasoning
research-methodology
retrieval
smart-pmo
spec-driven-development
sprint
story-points
sustainability
template
triage
workflow
zero-shot
15 jun 2026
Claude / ChatGPT — Academic Writing Prompts for PUMA Thesis
prompt
academic-writing
puma
rcoif
accuracy
ai-ethics
ai-tools
ami
anthropic
benchmark
bias
bibliography
carbon-footprint
citation
code-review
codecarbon
dataset
dsr
effort-estimation
ethics
gemini
github
google
gpt
human-in-the-loop
ict
issue-triage
jira
llama
llm
local-llm
meta
metrics
mistral
moc
nlp
non-parametric
notebooklm
openai
perplexity
precision-recall
privacy
project-management
prompt-template
prompting
research
research-methodology
research-tools
software-engineering
statistics
story-points
sustainability
tawos
triage
wilcoxon
15 jun 2026
📖 PUMA Vault — Master Glossary
glossary
reference
definitions
academic-writing
agile
ai-tools
ami
anythingllm
api
artefact
backlog
baseline
bdd
benchmark
bias
bmad
carbon-footprint
chain-of-thought
code-review
codecarbon
contextual-anchoring
cornell-notes
cot
critical-thinking
data-formats
dataset
dev-tools
drca
dsr
effect-size
effort-estimation
egi
elicit
embeddings
ethics
evaluation
few-shot
fine-tuning
finer
github
gpt
gtd
human-in-the-loop
ict
iipr
index
issue-triage
jira
johnny-decimal
json
keshav
knowledge-management
langchain
langgraph
literature-review
llama
llm
lm-studio
local-llm
memory
meta
metrics
mistral
moc
multi-agent
navigation
neural-network
non-parametric
note-taking
obsidian
ollama
one-shot
openai
opencode
openspec
orchestration
para
perplexity
pipeline
precision-recall
prisma
project-management
prompt-engineering
prompting
puma
python
rag
rcoif
reading-method
reasoning
red-teaming
research
research-methodology
research-tools
rest-api
retrieval
sdd
slr
smart-pmo
software-engineering
spec-driven-development
spec-kit
sprint
statistics
story-points
sustainability
tawos
triage
vault
vector-db
wilcoxon
workflow
zero-shot
zettelkasten
15 jun 2026
📖 Glossary Supplement v2 — Extended Technical Terms
glossary
reference
definitions
supplement
academic-writing
accuracy
agentscope
ai-tools
aiops
ami
anthropic
api
architecture
auc
autogen
backlog
baseline
benchmark
bias
chain-of-thought
cot
crewai
data-formats
dataset
devops
drca
effect-size
effort-estimation
egi
embeddings
ethics
evaluation
few-shot
fine-tuning
github
gpt
human-in-the-loop
hypothesis
ict
iipr
issue-triage
jira
json
keshav
langchain
langgraph
literature-review
llama
llm
lm-studio
local-llm
mas
memory
meta
metrics
mistral
mit-ai-lab
multi-agent
nlp
non-parametric
ollama
one-shot
openai
orchestration
perplexity
pipeline
planning
precision-recall
project-management
prompting
python
rag
rcoif
react
reading-method
reasoning
reasoning-action
reinforcement-learning
research
research-methodology
rest-api
retrieval
security
slr
software-engineering
sprint
statistics
story-points
supervised-learning
swarm-intelligence
swe-bench
tawos
tool-use
transformer
tree-of-thoughts
triage
validity
vector-db
wilcoxon
wp316
zero-shot
15 jun 2026
📖 Glossary — Tools & Platforms (Supplement v4)
glossary
tools
platforms
supplement
academic-writing
ai-tools
anythingllm
api
architecture
automation
bibliography
carbon-footprint
chain-of-thought
cicd
citation
codecarbon
cornell-notes
cot
crewai
dataset
dev-tools
devops
docker
elicit
embeddings
github
human-in-the-loop
ide
index
issue-triage
jira
keshav
knowledge-management
langchain
langgraph
literature-review
llama
llm
lm-studio
local-llm
mas
meta
metrics
mistral
multi-agent
note-taking
notebooklm
obsidian
ollama
opencode
openhands
openspec
orchestration
perplexity
pipeline
planning
precision-recall
project-management
pydantic
python
rag
react
reading-method
reasoning
reasoning-action
research
research-tools
rest-api
retrieval
sdd
semantic-scholar
semantic-search
slr
spec-driven-development
sprint
sustainability
tawos
triage
vector-db
zotero
15 jun 2026
Keywords — Category 1: AI Agents and Swarm Intelligence
keywords
ai-agents
swarm-intelligence
mas
puma
glossary
api
architecture
benchmark
bmad
chain-of-thought
cot
crewai
critical-thinking
data-formats
dataset
github
human-in-the-loop
index
issue-triage
jira
json
langgraph
llama
llm
local-llm
mcp
memory
meta
metrics
mistral
moc
multi-agent
ollama
orchestration
pipeline
planning
precision-recall
project-management
protocol
python
react
reasoning
reasoning-action
red-teaming
smart-pmo
software-engineering
sprint
tawos
tool-use
triage
workflow
15 jun 2026
Keywords — Category 3: Research Methodology and Academic Rigor
keywords
research-methodology
slr
dsr
prisma
puma
glossary
academic-writing
anthropic
artefact
benchmark
bibliography
checklist
citation
cornell-notes
dataset
effect-size
effort-estimation
embeddings
falsifiability
finer
grounded-theory
hypothesis
index
issue-triage
jira
keshav
literature-review
llm
metrics
moc
non-parametric
note-taking
pipeline
popper
precision-recall
project-management
qualitative-research
reading-method
research
research-tools
semantic-scholar
semantic-search
smart-pmo
software-engineering
sprint
statistics
story-points
tawos
triage
vector-db
wilcoxon
15 jun 2026
Keywords — Category 4: Data Engineering and Technical Stack
keywords
data-engineering
rag
qdrant
ollama
puma
glossary
agile
api
benchmark
clustering
crewai
data-formats
dataset
devops
docker
effort-estimation
embeddings
few-shot
github
index
issue-triage
jira
json
langchain
langgraph
llama
llm
local-llm
mcp
memory
meta
metrics
mistral
moc
orchestration
precision-recall
project-management
prompt-engineering
protocol
pydantic
python
reasoning
rest-api
retrieval
smart-pmo
software-engineering
sprint
story-points
tawos
template
triage
vector-db
15 jun 2026
Keywords — Category 5: Evaluation, Ethics, and Sustainability
keywords
evaluation
ethics
sustainability
puma
codecarbon
glossary
academic-writing
ai-ethics
api
benchmark
bias
bibliography
carbon-footprint
citation
critical-thinking
dataset
effort-estimation
human-in-the-loop
index
issue-triage
jira
llm
metrics
moc
planning
precision-recall
project-management
pydantic
python
quantitative-research
reasoning
red-teaming
research
smart-pmo
software-engineering
sprint
story-points
tawos
triage
15 jun 2026
MOC — PUMA Keywords Master Index
moc
keywords
glossary
puma
search-strings
ai-ethics
aiops
architecture
automation
benchmark
carbon-footprint
codecarbon
dataset
devops
dsr
effort-estimation
ethics
human-in-the-loop
index
issue-triage
keshav
langgraph
literature-review
llm
local-llm
mas
mcp
metrics
multi-agent
navigation
obsidian
ollama
pipeline
precision-recall
prisma
project-management
protocol
pydantic
python
rag
reading-method
research-methodology
research-tools
retrieval
slr
smart-pmo
software-engineering
story-points
sustainability
swarm-intelligence
triage
zotero
15 jun 2026
🗺️ MOC — PUMA Master Map
moc
puma
master
navigation
academic-writing
agentic-science
ai-science
ami
architecture
backlog
bdd
benchmark
bibliography
bmad
chain-of-thought
citation
code-review
cornell-notes
cot
critical-thinking
dashboard
dataset
drca
dsr
effort-estimation
egi
embeddings
few-shot
finer
github
glossary
gtd
hypothesis
ict
iipr
index
issue-triage
jira
keshav
literature-review
llama
llm
meta
metagpt
metrics
mistral
mit-ai-lab
multi-agent
non-parametric
note-taking
obsidian
para
pipeline
planning
precision-recall
prisma
project-management
prompting
rag
rcoif
react
reading-method
reasoning
reasoning-action
red-teaming
research
research-methodology
retrieval
scientific-knowledge
sdd
slr
smart-pmo
spec-driven-development
statistics
story-points
tawos
tree-of-thoughts
triage
vault
vector-db
wilcoxon
workflow
wp316
zero-shot
zettelkasten
15 jun 2026
🔧 MOC — PUMA Full Technology Stack
moc
tools
stack
technology
puma
ollama
perplexity
zotero
academic-writing
ai-tools
anthropic
anythingllm
api
architecture
automation
benchmark
bibliography
chain-of-thought
cicd
citation
cot
crewai
dashboard
dataset
dev-tools
devops
docker
effort-estimation
elicit
embeddings
gemini
github
google
gpt
human-in-the-loop
ide
jira
knowledge-management
langgraph
literature-review
llama
llm
lm-studio
local-llm
meta
metrics
mistral
multi-agent
nlp
notebooklm
obsidian
openai
opencode
openhands
openspec
orchestration
pipeline
precision-recall
project-management
prompting
pydantic
python
rag
rcoif
react
reasoning
reasoning-action
research
research-tools
rest-api
retrieval
scrum
sdd
semantic-scholar
slr
software-engineering
spec-driven-development
story-points
swe-bench
tawos
template
vault
vector-db
15 jun 2026
🎬 MOC — PUMA Video Library (Master Map)
moc
videos
youtube
library
puma
academic-writing
agile
anthropic
architecture
bmad
context-engineering
dev-tools
devops
docker
embeddings
evaluation
ide
issue-triage
knowledge-management
literature-review
llm
lm-studio
local-llm
mcp
mcp-security
metrics
multi-agent
navigation
obsidian
ollama
openspec
para
pipeline
pkm
precision-recall
project-management
prompt-engineering
promptfoo
protocol
rag
research
retrieval
sdd
second-brain
security
slr
smart-pmo
spec-driven-development
spec-kit
sprint
testing
triage
vault
vector-db
15 jun 2026
PUMA Vault — Complete User Guide
guide
vault
obsidian
methodology
academic-writing
agile
ai-ethics
architecture
benchmark
bibliography
bmad
carbon-footprint
checklist
citation
code-review
codecarbon
dashboard
dsr
effort-estimation
embeddings
ethics
fleeting-note
github
glossary
gtd
hypothesis
ict
index
issue-triage
johnny-decimal
kanban
keshav
knowledge-management
literature-note
literature-review
llm
local-llm
metrics
moc
multi-agent
navigation
openspec
para
permanent-note
pipeline
precision-recall
prompt-engineering
prompting
puma
rag
rcoif
reading-method
research
research-methodology
research-tools
retrieval
sdd
slr
spec-driven-development
spec-kit
sprint
story-points
sustainability
template
triage
vector-db
workflow
zettelkasten
zotero
01 abr 2026
🌐 The Evolution of Agentic Software Engineering: An Analytical Study of Spec-Driven Development (SDD) and Its Impact on TIC Project Governance
literature
web
blog
docs
links
academic-writing
anthropic
api
bibliography
carbon-footprint
citation
codecarbon
critical-thinking
dataset
dev-tools
fleeting-note
github
hypothesis
ide
jira
langchain
langgraph
literature-note
llm
local-llm
metrics
multi-agent
obsidian
ollama
permanent-note
precision-recall
pydantic
python
red-teaming
research
research-methodology
research-tools
semantic-scholar
software-engineering
sustainability
tawos
template
vault
zettelkasten
sdd
spec-driven-development
01 abr 2026
LLM Wiki
permanent
method
dsr
research-paradigm
hevner
peffers
academic-writing
ai-tools
anthropic
architecture
artefact
bdd
benchmark
bias
carbon-footprint
code-review
codecarbon
cornell-notes
dataset
effort-estimation
elicit
ethics
finer
github
ict
issue-triage
jira
literature-review
llm
local-llm
metrics
moc
non-parametric
note-taking
ollama
permanent-note
perplexity
pipeline
precision-recall
prisma
project-management
quantitative-research
research
research-methodology
research-tools
sdd
semantic-scholar
slr
software-engineering
spec-driven-development
statistics
story-points
sustainability
tawos
triage
validity
wilcoxon
workflow
llm-wiki
29 mar 2026
🏃 Sprint 02: Triage Module
sprint
kanban
gtd
agile
puma
architecture
backlog
baseline
benchmark
carbon-footprint
chain-of-thought
codecarbon
cot
dataset
effect-size
effort-estimation
evaluation
falsifiability
few-shot
github
hypothesis
issue-triage
jira
literature-review
llama
local-llm
meta
metrics
mistral
non-parametric
ollama
popper
precision-recall
qualitative-research
research-methodology
slr
statistics
story-points
sustainability
template
triage
wilcoxon
zero-shot
29 mar 2026
🏃 Kanban Board — Sprint 02
kanban
sprint
gtd
agile
architecture
backlog
baseline
carbon-footprint
chain-of-thought
codecarbon
cot
dataset
effort-estimation
evaluation
few-shot
github
hypothesis
issue-triage
jira
literature-review
llama
local-llm
meta
metrics
mistral
moc
non-parametric
ollama
precision-recall
prompt-engineering
puma
research-methodology
slr
statistics
story-points
sustainability
tawos
template
triage
wilcoxon
zero-shot
data
code
experiment
analysis
stats
writing
waiting
18 mar 2026
Chapter 3 — Materials & Methods
project
chapter
methods
dsr
experiment-design
puma
agile
api
architecture
artefact
baseline
benchmark
carbon-footprint
chain-of-thought
checklist
code-review
codecarbon
cornell-notes
cot
dataset
devops
docker
effect-size
effort-estimation
evaluation
few-shot
finer
github
hypothesis
issue-triage
jira
literature-review
llama
llm
local-llm
meta
metrics
mistral
moc
navigation
non-parametric
note-taking
ollama
precision-recall
prisma
project-management
project-note
python
quantitative-research
reasoning
research-methodology
sdd
semantic-search
slr
spec-driven-development
statistics
story-points
sustainability
tawos
triage
wilcoxon
zero-shot
01 mar 2026
🎨 CSS Snippets & Obsidian Styling Guide
meta
css
snippets
obsidian
styling
bdd
critical-thinking
fleeting-note
gtd
hypothesis
literature-note
metrics
moc
permanent-note
precision-recall
red-teaming
research-methodology
vault
01 mar 2026
Ollama — Local LLM Inference Engine
tool
ollama
local-llm
inference
reproducibility
academic-writing
anthropic
api
architecture
automation
bdd
benchmark
bibliography
checklist
citation
data-formats
dataset
dev-tools
effort-estimation
github
ict
ide
issue-triage
json
literature-note
llama
llm
meta
metrics
mistral
non-parametric
opencode
precision-recall
project-management
python
reasoning
refactoring
research
research-tools
rest-api
sdd
semantic-scholar
software-engineering
spec-driven-development
statistics
story-points
testing
triage
wilcoxon
01 mar 2026
Research Tools — Academic Discovery & Management
tool
research
perplexity
consensus
elicit
zotero
semantic-scholar
connected-papers
academic-writing
ai-tools
anythingllm
api
benchmark
bibliography
chain-of-thought
citation
cot
dataset
dsr
few-shot
jira
literature-note
literature-review
llm
local-llm
metrics
notebooklm
obsidian
pipeline
precision-recall
prisma
project-management
python
rag
research-methodology
research-tools
retrieval
semantic-search
slr
software-engineering
tawos
01 mar 2026
🌐 Web Resources — Blogs, Docs & Key Links
literature
web
blog
docs
links
academic-writing
anthropic
api
bibliography
carbon-footprint
citation
codecarbon
critical-thinking
dataset
dev-tools
fleeting-note
github
hypothesis
ide
jira
langchain
langgraph
literature-note
llm
local-llm
metrics
multi-agent
obsidian
ollama
permanent-note
precision-recall
pydantic
python
red-teaming
research
research-methodology
research-tools
semantic-scholar
software-engineering
sustainability
tawos
template
vault
zettelkasten
01 mar 2026
🌐 Web Resources — Blogs, Docs & Key Links
literature
web
blog
docs
links
academic-writing
anthropic
api
bibliography
carbon-footprint
citation
codecarbon
critical-thinking
dataset
dev-tools
fleeting-note
github
hypothesis
ide
jira
langchain
langgraph
literature-note
llm
local-llm
metrics
multi-agent
obsidian
ollama
permanent-note
precision-recall
pydantic
python
red-teaming
research
research-methodology
research-tools
semantic-scholar
software-engineering
sustainability
tawos
template
vault
zettelkasten
01 mar 2026
Chain-of-Thought (CoT) Prompting
permanent
concept
prompting
cot
reasoning
llm
academic-writing
api
baseline
bias
chain-of-thought
dashboard
dataset
effort-estimation
ethics
evaluation
few-shot
hypothesis
issue-triage
jira
llama
meta
metrics
mistral
moc
permanent-note
precision-recall
project-management
rcoif
react
reasoning-action
research
research-methodology
story-points
tawos
template
triage
zero-shot
zettelkasten
01 mar 2026
Issue Triage in Software Project Management
permanent
concept
triage
project-management
jira
priority
classification
academic-writing
agile
automation
baseline
bias
chain-of-thought
code-review
cot
critical-thinking
dataset
effort-estimation
ethics
evaluation
few-shot
github
glossary
gpt
hypothesis
ict
issue-triage
llm
metrics
moc
openai
permanent-note
planning
precision-recall
red-teaming
research
research-methodology
security
software-engineering
sprint
story-points
tawos
01 mar 2026
Design Science Research (DSR)
permanent
method
dsr
research-paradigm
hevner
peffers
academic-writing
ai-tools
anthropic
architecture
artefact
bdd
benchmark
bias
carbon-footprint
code-review
codecarbon
cornell-notes
dataset
effort-estimation
elicit
ethics
finer
github
ict
issue-triage
jira
literature-review
llm
local-llm
metrics
moc
non-parametric
note-taking
ollama
permanent-note
perplexity
pipeline
precision-recall
prisma
project-management
quantitative-research
research
research-methodology
research-tools
sdd
semantic-scholar
slr
software-engineering
spec-driven-development
statistics
story-points
sustainability
tawos
triage
validity
wilcoxon
workflow
01 mar 2026
Methods: Wilcoxon · FINER · Cornell
permanent
method
wilcoxon
statistics
finer
cornell
research-quality
academic-writing
ai-tools
anthropic
baseline
benchmark
bias
carbon-footprint
chain-of-thought
code-review
codecarbon
contextual-anchoring
cornell-notes
cot
dsr
effect-size
egi
elicit
ethics
evaluation
fairness
falsifiability
github
human-in-the-loop
hypothesis
ict
iipr
issue-triage
literature-review
llm
metrics
non-parametric
note-taking
obsidian
permanent-note
perplexity
pipeline
popper
precision-recall
prisma
privacy
project-management
prompting
python
rcoif
reasoning
research
research-methodology
research-tools
slr
software-engineering
sustainability
template
transformer
triage
vault
zotero
01 mar 2026
Spec-Driven Development (SDD) + BDD + BMAD
permanent
framework
sdd
bdd
tdd
bmad
specification
engineering
anthropic
architecture
artefact
carbon-footprint
code-review
codecarbon
critical-thinking
data-formats
dataset
dev-tools
dsr
effort-estimation
few-shot
github
ide
issue-triage
jira
json
literature-review
local-llm
metrics
multi-agent
ollama
openspec
permanent-note
precision-recall
prompt-engineering
prompting
rcoif
reasoning
red-teaming
research-methodology
slr
spec-driven-development
spec-kit
story-points
sustainability
template
triage
workflow
01 mar 2026
🔧 Frameworks — Guide
readme
frameworks
guide
ami
baseline
bdd
bmad
chain-of-thought
cornell-notes
cot
drca
dsr
effort-estimation
egi
evaluation
falsifiability
few-shot
finer
gpt
hypothesis
iipr
issue-triage
literature-review
llm
metrics
mistral
multi-agent
non-parametric
note-taking
openai
orchestration
popper
precision-recall
prisma
prompting
qualitative-research
rcoif
research-methodology
sdd
slr
software-engineering
spec-driven-development
statistics
story-points
triage
wilcoxon
zero-shot
01 mar 2026
Chapter 1 — Introduction (PUMA Project)
project
chapter
introduction
puma
academic-writing
ai-tools
anthropic
anythingllm
architecture
backlog
baseline
bias
bmad
carbon-footprint
checklist
code-review
codecarbon
cornell-notes
critical-thinking
dataset
dev-tools
dsr
effect-size
effort-estimation
ethics
evaluation
few-shot
finer
gemini
github
google
hypothesis
ict
ide
issue-triage
jira
literature-review
llama
llm
local-llm
meta
metrics
mistral
moc
multi-agent
navigation
non-parametric
note-taking
notebooklm
ollama
opencode
openhands
perplexity
precision-recall
prisma
project-management
project-note
red-teaming
research-methodology
research-tools
slr
sprint
statistics
story-points
sustainability
tawos
triage
wilcoxon
01 mar 2026
Chapter 2 — Literature Review (State of the Art)
project
chapter
literature-review
slr
state-of-art
academic-writing
agile
artefact
baseline
benchmark
carbon-footprint
chain-of-thought
code-review
codecarbon
cornell-notes
cot
dataset
devops
docker
dsr
effect-size
effort-estimation
evaluation
few-shot
finer
github
gpt
hypothesis
issue-triage
jira
llama
llm
local-llm
meta
metrics
mistral
moc
navigation
non-parametric
note-taking
ollama
openai
pipeline
precision-recall
prisma
project-management
project-note
puma
python
reasoning
research
research-methodology
software-engineering
statistics
story-points
sustainability
swe-bench
tawos
triage
wilcoxon
workflow
zero-shot
01 mar 2026
Chapter 4 — Results
project
chapter
results
puma
baseline
carbon-footprint
chain-of-thought
code-review
codecarbon
cornell-notes
cot
dashboard
dataset
effort-estimation
evaluation
few-shot
finer
github
gpt
hypothesis
issue-triage
jira
llm
metrics
mistral
moc
navigation
non-parametric
note-taking
openai
precision-recall
prisma
project-management
project-note
research-methodology
slr
software-engineering
statistics
story-points
sustainability
tawos
triage
wilcoxon
zero-shot
01 mar 2026
Chapter 5 — Discussion & Conclusions
project
chapter
discussion
conclusions
limitations
future-work
academic-writing
accuracy
api
backlog
benchmark
bias
bmad
chain-of-thought
code-review
cot
critical-thinking
dataset
effort-estimation
embeddings
ethics
fairness
fine-tuning
github
gpt
gtd
hypothesis
ict
iipr
issue-triage
jira
llama
llm
local-llm
meta
metrics
moc
multi-agent
navigation
non-parametric
openai
precision-recall
project-management
project-note
prompting
puma
rag
red-teaming
research
research-methodology
retrieval
smart-pmo
statistics
story-points
tawos
triage
validity
vector-db
wilcoxon
01 mar 2026
PUMA Architecture Specification v1.0
spec
architecture
puma
sdd
openspec
academic-writing
agile
ai-ethics
baseline
bdd
benchmark
bmad
carbon-footprint
chain-of-thought
codecarbon
cot
critical-thinking
data-formats
dataset
dsr
effect-size
effort-estimation
ethics
evaluation
few-shot
github
hypothesis
issue-triage
jira
json
literature-review
llama
llm
local-llm
meta
metrics
mistral
moc
multi-agent
navigation
non-parametric
ollama
precision-recall
prisma
python
red-teaming
research
research-methodology
slr
spec-driven-development
statistics
story-points
sustainability
swarm-intelligence
tawos
triage
wilcoxon
zero-shot
01 mar 2026
PUMA Research Hypotheses — H1 (Triage) & H2 (Estimation)
experiment
hypothesis
h1
h2
falsifiability
wilcoxon
baseline
chain-of-thought
code-review
cornell-notes
cot
dataset
effect-size
effort-estimation
evaluation
few-shot
finer
github
gpt
ict
issue-triage
jira
llm
local-llm
metrics
mistral
moc
navigation
non-parametric
note-taking
openai
popper
precision-recall
prisma
project-management
puma
python
research-methodology
security
slr
software-engineering
statistics
story-points
tawos
triage
zero-shot
zettelkasten
01 mar 2026
Experiment Overview — Stage 1: Issue Triage
experiment
triage
stage1
overview
h1
architecture
baseline
carbon-footprint
chain-of-thought
code-review
codecarbon
cot
dataset
effort-estimation
evaluation
few-shot
github
gpt
hypothesis
issue-triage
jira
llm
local-llm
metrics
mistral
moc
navigation
non-parametric
ollama
openai
precision-recall
project-management
puma
research-methodology
software-engineering
statistics
story-points
sustainability
tawos
template
wilcoxon
zero-shot
01 mar 2026
AI Use Log — PUMA Project (PRISMA-trAIce Compliance)
ai-use
prisma-traice
ethics
transparency
marco-veritas
academic-writing
ai-ethics
ai-tools
ai-use-log
anthropic
anythingllm
automation
bdd
code-review
data-formats
dataset
dev-tools
effort-estimation
egi
elicit
gemini
github
google
gpt
ide
issue-triage
jira
json
literature-review
llama
llm
local-llm
meta
metrics
mistral
moc
navigation
notebooklm
ollama
openai
opencode
openhands
openspec
perplexity
pipeline
precision-recall
prisma
project-management
prompting
puma
rag
rcoif
reasoning
research
research-tools
retrieval
sdd
slr
software-engineering
spec-driven-development
story-points
tawos
template
triage
zotero
01 mar 2026
Carbon Tracking Log — PUMA Experiments
sustainability
carbon
codecarbon
co2
green-ai
academic-writing
api
architecture
benchmark
carbon-footprint
chain-of-thought
code-review
cot
critical-thinking
dataset
effort-estimation
elicit
few-shot
github
gpt
hypothesis
issue-triage
jira
literature-review
llm
local-llm
metrics
mistral
moc
openai
precision-recall
prisma
project-management
python
red-teaming
research
research-methodology
research-tools
semantic-scholar
slr
software-engineering
story-points
tawos
triage
zero-shot
zotero
01 mar 2026
Prompt: Claude — EGI Guided Exploration
prompt
egi
exploration
panoramic-mapping
academic-writing
ami
anthropic
baseline
benchmark
bibliography
carbon-footprint
chain-of-thought
checklist
citation
codecarbon
cot
critical-thinking
dataset
drca
dsr
effort-estimation
evaluation
falsifiability
few-shot
gpt
hypothesis
ict
iipr
issue-triage
jira
literature-review
llama
llm
local-llm
meta
metrics
mistral
nlp
non-parametric
notebooklm
ollama
openai
permanent-note
planning
popper
precision-recall
project-management
prompt-template
prompting
rag
rcoif
reasoning
red-teaming
research
research-methodology
research-tools
retrieval
slr
software-engineering
statistics
story-points
sustainability
tawos
template
triage
validity
wilcoxon
zero-shot
zettelkasten
01 mar 2026
Prompt: OpenCode — RCOIF Academic Research Assistant
prompt
rcoif
research
academic
academic-writing
ami
anthropic
api
baseline
benchmark
carbon-footprint
chain-of-thought
codecarbon
cot
critical-thinking
dataset
drca
effect-size
effort-estimation
egi
evaluation
falsifiability
few-shot
gpt
hypothesis
ict
iipr
issue-triage
jira
llama
llm
local-llm
meta
metrics
mistral
non-parametric
ollama
openai
popper
precision-recall
project-management
prompt-template
prompting
red-teaming
research-methodology
research-tools
software-engineering
statistics
story-points
sustainability
tawos
template
triage
wilcoxon
zero-shot
zotero
01 mar 2026
Prompt: OpenCode — Triage Agent Implementation
prompt
claude-code
coding
triage-agent
sdd
implementation
anthropic
api
architecture
baseline
benchmark
carbon-footprint
chain-of-thought
codecarbon
cot
data-formats
dataset
dev-tools
effect-size
effort-estimation
evaluation
few-shot
github
ide
issue-triage
jira
json
llm
local-llm
metrics
mistral
non-parametric
obsidian
ollama
precision-recall
prompt-template
prompting
python
spec-driven-development
statistics
story-points
sustainability
template
triage
wilcoxon
zero-shot
01 mar 2026
Workflow: Daily Research Routine
workflow
gtd
daily
routine
mit-student-method
academic-writing
ai-tools
anthropic
baseline
bdd
benchmark
carbon-footprint
checklist
code-review
codecarbon
cornell-notes
data-formats
dataset
dev-tools
drca
effect-size
evaluation
falsifiability
github
ide
index
json
literature-note
literature-review
local-llm
metrics
moc
non-parametric
note-taking
obsidian
ollama
permanent-note
perplexity
pipeline
planning
popper
precision-recall
prisma
prompt-engineering
prompting
python
rcoif
research
research-tools
rest-api
semantic-scholar
slr
statistics
sustainability
tdd
template
vault
wilcoxon
zotero
01 mar 2026
📖 MOC — Literature Review (SLR)
moc
literature
slr
prisma
state-of-art
academic-writing
agile
aiops
aiopslabs
benchmark
carbon-footprint
chain-of-thought
code-review
codecarbon
cot
dataset
devops
dsr
effort-estimation
few-shot
gaia
github
gpt
issue-triage
jira
literature-review
llm
mas
masai
metagpt
metrics
mit-ai-lab
multi-agent
openai
openhands
pipeline
precision-recall
project-management
react
reasoning
reasoning-action
research
research-methodology
scheduling
software-engineering
story-points
sustainability
swe-bench
tawos
triage
workflow
wp316
01 mar 2026
💬 MOC — Prompts Library
moc
prompts
ai-tools
rcoif
few-shot
cot
research-workflow
puma
tools
academic-writing
ami
anthropic
anythingllm
architecture
artefact
automation
bdd
benchmark
bibliography
bmad
carbon-footprint
chain-of-thought
citation
codecarbon
connected-papers
context-engineering
contextual-anchoring
critical-thinking
dataset
dev-tools
drca
dsr
effort-estimation
egi
elicit
gemini
github
google
gpt
grounded-theory
hypothesis
ide
iipr
index
issue-triage
jira
keshav
literature-review
llm
local-llm
metrics
multi-agent
navigation
non-parametric
notebooklm
ollama
openai
opencode
openhands
openspec
perplexity
pipeline
precision-recall
prisma
project-management
prompt-engineering
prompting
rag
reading-method
reasoning
red-teaming
refactoring
research
research-methodology
research-rabbit
research-tools
retrieval
sdd
semantic-scholar
semantic-search
slr
spec-driven-development
statistics
story-points
sustainability
tawos
triage
wilcoxon
workflow
zero-shot
zettelkasten
zotero
01 mar 2026
🔬 MOC — Research Pipeline
moc
research
ebse
dsr
slr
prisma
pipeline
academic-writing
ami
architecture
artefact
bdd
bmad
carbon-footprint
chain-of-thought
code-review
codecarbon
cornell-notes
cot
critical-thinking
drca
effort-estimation
egi
falsifiability
few-shot
finer
github
human-in-the-loop
hypothesis
iipr
keshav
literature-review
llm
metrics
mit-ai-lab
multi-agent
non-parametric
note-taking
openspec
popper
precision-recall
prompting
rcoif
reading-method
red-teaming
research-methodology
sdd
spec-driven-development
spec-kit
statistics
story-points
sustainability
tdd
validity
wilcoxon
workflow
wp316
01 mar 2026
📇 Master Index — Johnny Decimal
index
johnny-decimal
navigation
master
academic-writing
ai-ethics
ami
anthropic
architecture
baseline
benchmark
bibliography
chain-of-thought
citation
code-review
contextual-anchoring
cornell-notes
cot
critical-thinking
dashboard
dataset
dev-tools
drca
dsr
effort-estimation
egi
embeddings
ethics
evaluation
falsifiability
few-shot
finer
github
glossary
gtd
hypothesis
iipr
issue-triage
jira
langgraph
literature-review
llm
local-llm
metrics
mit-ai-lab
moc
multi-agent
non-parametric
note-taking
obsidian
ollama
opencode
pipeline
popper
precision-recall
prisma
project-management
prompting
rag
rcoif
react
reasoning-action
red-teaming
research
research-methodology
retrieval
scrum
sdd
slr
spec-driven-development
statistics
story-points
tawos
template
triage
vault
vector-db
wilcoxon
workflow
wp316
zettelkasten
01 mar 2026
✅ Active Tasks — PUMA
gtd
tasks
active
academic-writing
ai-tools
api
architecture
baseline
bdd
benchmark
bibliography
carbon-footprint
chain-of-thought
citation
codecarbon
cot
dataset
effort-estimation
evaluation
few-shot
github
issue-triage
jira
literature-review
llama
local-llm
meta
metrics
mistral
non-parametric
obsidian
ollama
openspec
perplexity
precision-recall
prompt-engineering
puma
research
research-tools
sdd
slr
statistics
story-points
sustainability
tawos
template
triage
wilcoxon
zero-shot
zotero