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84 artículos con esta etiqueta.
15 jun 2026
PUMA Vault — Home Dashboard
home
moc
navigation
puma
dashboard
academic-writing
ai-ethics
ami
baseline
benchmark
bibliography
bmad
chain-of-thought
citation
cot
dataset
effort-estimation
egi
ethics
evaluation
fleeting-note
glossary
gtd
ict
index
issue-triage
jira
johnny-decimal
keshav
llm
local-llm
multi-agent
obsidian
openspec
para
pipeline
project-management
prompting
rcoif
reading-method
research
sdd
spec-driven-development
spec-kit
sprint
story-points
tawos
template
triage
vault
workflow
zettelkasten
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 — GraphCast: Learning skillful medium-range global weather forecasting
literature-note
weather
graphcast
deepmind
ai-science
puma
academic-writing
accuracy
agentic-science
alphafold
baseline
bibliography
citation
code-review
evaluation
github
graph-rag
issue-triage
jira
knowledge-graph
llm
metrics
moc
neural-network
permanent-note
project-management
protein-folding
research
triage
weather-prediction
15 jun 2026
AIOpsLab: A Holistic Framework to Evaluate AI Agents for Enabling Autonomous Clouds
literature
aiops
benchmark
autonomous-cloud
microsoft
evaluation
puma-core
agentscope
aiopslabs
architecture
baseline
bibliography
citation
devops
github
issue-triage
jira
keshav
literature-note
literature-review
llm
moc
multi-agent
orchestration
pipeline
project-management
reading-method
slr
triage
15 jun 2026
AgentBench: Evaluating LLMs as Agents
literature
llm-agents
benchmark
agentbench
evaluation
puma-core
agents
architecture
baseline
coding
critical-thinking
effort-estimation
gpt
keshav
literature-note
llm
local-llm
moc
multi-agent
ollama
open-source
project-management
react
red-teaming
research
story-points
triage
web
15 jun 2026
Request Formats and Effort Estimation with LLMs
literature
effort-estimation
prompting
llm
puma-core
academic-writing
baseline
benchmark
bibliography
chain-of-thought
citation
code-review
cot
dataset
evaluation
few-shot
github
hypothesis
jira
keshav
literature-note
moc
permanent-note
project-management
reading-method
research
research-methodology
software-engineering
story-points
tawos
zero-shot
15 jun 2026
Demo: De Ticket a Pull Request en 30 minutos con Cursor
video
cursor
ticket
pr
workflow
baseline
code-review
dev-tools
effort-estimation
evaluation
github
ide
issue-triage
jira
moc
planning
project-management
story-points
triage
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
LN-Tools — Evaluated open-weights families run in GGUF Q4_K_M: Qwen 2.5 (1.5b/3b/7b
literature-tools
puma
reference
baseline
open-weights
15 jun 2026
LN-Tools — The CLI surface (Typer) spans ~40 commands grouped into discovery…
literature-tools
puma
reference
wilcoxon
ollama
baseline
sweep
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
LN-Tools — The puma CLI (Typer-based) exposes ~15 commands and 5 groups including…
literature-tools
puma
engine
wilcoxon
dataset
baseline
bias
15 jun 2026
LN-Tools — Reproducibility is enforced by puma validate-baseline, which re-runs a…
literature-tools
puma
engine
mae
reproducibility
baseline
release
15 jun 2026
PN — A transferable lesson: on a long-tailed story-point distribution, the…
permanent-note
puma
methodology
mae
baseline
15 jun 2026
PN — The title question is answered cautiously
permanent-note
puma
methodology
triage
estimation
baseline
15 jun 2026
Multi-agent systems outperform single agents on PM tasks when agent roles match task specialisation boundaries
permanent-note
multi-agent
architecture
specialisation
pm-agents
masai
metagpt
artefact
backlog
baseline
benchmark
bmad
critical-thinking
dsr
effort-estimation
evaluation
gpt
human-in-the-loop
hypothesis
issue-triage
llm
moc
openai
orchestration
planning
project-management
react
reasoning
reasoning-action
red-teaming
research-methodology
sdd
smart-pmo
spec-driven-development
story-points
swe-bench
triage
15 jun 2026
PN — H1 (triage): qwen2.5:3b + contextual-anchoring (F1 0.5894) statistically…
permanent-note
puma
engine
triage
wilcoxon
contextual-anchoring
baseline
15 jun 2026
PN — H2 (estimation): best config qwen2.5:7b cuts MAE only 0.17 SP vs a…
permanent-note
puma
engine
estimation
mae
baseline
15 jun 2026
PN — The +/-0.01 baseline tolerance does not absorb seed variance (zero at…
permanent-note
puma
engine
ollama
baseline
15 jun 2026
PUMA is an applied Agentic Science system positioned at LeCun's Level 2 of AI scientific capability
permanent-note
puma
agentic-science
positioning
lecun
academic-writing
ai-ethics
ai-science
ai-scientist
alphafold
anthropic
automation
baseline
code-review
ethics
evaluation
github
gnome
graphcast
hypothesis
issue-triage
jira
literature-review
llm
materials-science
moc
multi-agent
notebooklm
orchestration
project-management
protein-folding
research-methodology
research-tools
slr
smart-pmo
triage
weather-prediction
workflow
15 jun 2026
PN — The maintenance reproducibility guarantee rests on fixed seed=42 and…
permanent-note
puma
reference
reproducibility
carbon
codecarbon
baseline
15 jun 2026
PN — H1 (triage): the null states no model/strategy configuration beats the…
permanent-note
puma
methodology
triage
f1-macro
wilcoxon
baseline
15 jun 2026
PN — Contextual anchoring is a prompt strategy that prepends concise…
permanent-note
puma
reference
contextual-anchoring
baseline
15 jun 2026
RES — Sprint 6 (v2.0.0) established the canonical baseline: 200 triage…
result-note
puma
reference
triage
estimation
f1-macro
baseline
15 jun 2026
RES — Methodological finding F1: the reference baseline F1=0.5867 corresponds to…
result-note
puma
reference
triage
contextual-anchoring
zero-shot
baseline
15 jun 2026
RES — A keyword-heuristic baseline originally planned for triage was…
result-note
puma
methodology
triage
baseline
15 jun 2026
RES — H1 is REJECTED: the canonical triage config beats the majority-class…
result-note
puma
methodology
triage
wilcoxon
baseline
15 jun 2026
RES — H2 is NOT REJECTED: the best estimation config (7B, MAE=1.86 SP) does not…
result-note
puma
methodology
estimation
mae
wilcoxon
baseline
15 jun 2026
RES — The canonical estimation baseline is MAE = 5.7150 SP (qwen2.5:3b,…
result-note
puma
engine
estimation
mae
zero-shot
baseline
15 jun 2026
RES — A three-seed validation {42,123,456} of the triage baseline produced…
result-note
puma
engine
triage
f1-macro
baseline
metrics
15 jun 2026
RES — On the reference gpu-entry host a 200-instance canonical run costs a…
result-note
puma
engine
triage
estimation
baseline
15 jun 2026
DEC — MVP acceptance is quantitative, verified at end of stage 2
decision-note
puma
methodology
f1-macro
mae
reproducibility
baseline
15 jun 2026
DEC — The canonical baseline uses N=200 (deep validation of one config for tight…
decision-note
puma
methodology
baseline
sweep
15 jun 2026
DEC — Future work prioritizes inferential closure of H1/H2 against competitive…
decision-note
puma
methodology
triage
estimation
baseline
15 jun 2026
DEC — PUMA Community is a separate GitHub repo (single source of truth) with…
decision-note
puma
engine
dataset
baseline
community
15 jun 2026
REL — SUSPECT — version/date conflict: the project documentation states v4.0.0…
release-note
puma
reference
baseline
15 jun 2026
REL — SUSPECT — baseline anchor version conflict: the project documentation…
release-note
puma
reference
baseline
15 jun 2026
REL — PUMA follows semantic versioning
release-note
puma
engine
baseline
community
release
15 jun 2026
DEBT — The published H1 triage test deviates from pre-registration: the intended…
decision-note
puma
engine
triage
baseline
15 jun 2026
DEBT — The published H2 estimation test is data-limited (debt D44)
decision-note
puma
engine
estimation
baseline
15 jun 2026
REPO — Hardware profiles validate against a canonical catalog of 15 IDs: five…
artifact-note
puma
community
baseline
15 jun 2026
PH — The final design title became a research question
phase-note
puma
project-history
triage
estimation
benchmark
baseline
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
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
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
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
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 — 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
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
📖 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
📊 MOC — LLM Benchmarks, PM-AI Convergence & Agent Architectures (v2)
moc
llm-benchmarks
pm-ai
agents
architectures
academic-writing
agentscope
aiops
aiopslabs
architecture
autogen
baseline
benchmark
bibliography
chain-of-thought
chatdev
citation
cot
critical-thinking
devops
embeddings
evaluation
gaia
github
gpt
langgraph
llm
local-llm
mas
masai
mcp
memgpt
memory
metagpt
multi-agent
navigation
ollama
openai
openhands
orchestration
project-management
protocol
rag
react
reasoning
reasoning-action
red-teaming
research
retrieval
root-cause-analysis
security
smart-pmo
software-engineering
swarm-intelligence
swe-bench
tree-of-thoughts
vector-db
workflow
06 abr 2026
PER: Bent Flyvbjerg
person-note
flyvbjerg
project-management
uniqueness-trap
baseline
bias
chain-of-thought
code-review
cot
critical-thinking
effort-estimation
ethics
evaluation
few-shot
github
hypothesis
llm
moc
person
planning
rag
red-teaming
research-methodology
retrieval
smart-pmo
story-points
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
Recommended Obsidian Plugins — PUMA Vault
meta
plugins
obsidian
setup
academic-writing
api
architecture
backlog
baseline
bibliography
checklist
citation
dashboard
data-formats
dataset
devops
docker
evaluation
fleeting-note
github
gtd
jira
json
kanban
literature-note
navigation
permanent-note
research
research-tools
tawos
template
vault
workflow
zettelkasten
zotero
01 mar 2026
CoGEE: Search-Based Optimisation of LLM Learning Shots for Story Point Estimation
literature
paper
story-points
estimation
llm
cogee
gpt4
few-shot
academic-writing
api
architecture
baseline
benchmark
carbon-footprint
chain-of-thought
code-review
codecarbon
cornell-notes
cot
critical-thinking
dataset
devops
docker
drca
effort-estimation
evaluation
github
gpt
hypothesis
issue-triage
jira
literature-note
llama
meta
mistral
note-taking
openai
planning
project-management
prompting
red-teaming
research
research-methodology
software-engineering
sustainability
tawos
triage
zettelkasten
01 mar 2026
Jira Social Repository (Jira SR)
literature
dataset
jira
triage
classification
apache
academic-writing
agile
baseline
benchmark
code-review
effort-estimation
evaluation
github
gpt
hypothesis
issue-triage
literature-note
llm
moc
navigation
openai
python
research
research-methodology
software-engineering
story-points
tawos
workflow
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
LLM Agents — Definition and Taxonomy
permanent
concept
llm-agents
agents
orchestration
ai-ethics
ami
anthropic
api
architecture
artefact
baseline
bias
chain-of-thought
code-review
cot
crewai
critical-thinking
data-formats
dataset
dev-tools
devops
docker
drca
dsr
effort-estimation
ethics
evaluation
few-shot
github
hypothesis
iipr
issue-triage
jira
json
langgraph
llama
llm
local-llm
memory
meta
mistral
moc
multi-agent
ollama
opencode
permanent-note
planning
project-management
prompt-engineering
prompting
python
rag
rcoif
reasoning
red-teaming
research-methodology
retrieval
software-engineering
story-points
tawos
tool-use
triage
validity
zero-shot
zettelkasten
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
🔧 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
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
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
PUMA Experiment Prompt — Issue Triage (Zero-Shot)
prompt
puma
experiment
triage
zero-shot
ollama
agile
api
baseline
benchmark
carbon-footprint
chain-of-thought
codecarbon
cot
data-formats
dataset
effort-estimation
evaluation
few-shot
hypothesis
issue-triage
jira
json
local-llm
moc
pipeline
prompt-template
prompting
python
reasoning
research-methodology
security
story-points
sustainability
tawos
template
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
Workflow: SLR + PRISMA Pipeline
workflow
slr
prisma
literature-review
ebse
academic-writing
ai-tools
api
baseline
bias
code-review
dsr
elicit
ethics
evaluation
github
issue-triage
llm
local-llm
perplexity
pipeline
planning
project-management
python
quantitative-research
research
research-methodology
research-tools
semantic-scholar
software-engineering
triage
zotero
01 mar 2026
Checklist: SLR Quality Assessment Criteria
checklist
slr
quality
prisma
ebse
academic-writing
ai-ethics
anthropic
api
baseline
bibliography
carbon-footprint
citation
codecarbon
data-formats
dataset
dev-tools
ethics
evaluation
ide
json
literature-review
local-llm
non-parametric
obsidian
ollama
prompting
python
rcoif
research
research-methodology
research-tools
statistics
sustainability
validity
wilcoxon
zotero
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