research-start

name	research[START]
description	ResearchPilot Research Assistant [Entry]: Entry router
version	2.0.0
license	LICENSE

user_requirements.md priority: All user constraints recorded in docs/user_requirements.md (direction preferences, implementation requirements, document format, etc.) take precedence over any default instruction in this skill. Always read that file before generating any output to ensure compliance with confirmed user constraints.

ResearchPilot-Skills Entry Router

Automatically detects the current research phase and directs the user to the appropriate stage skill.

Workflow Overview & Outputs

ResearchPilot-Skills splits a complete academic research project into seven independent stage skills. The current skill is one link in that chain.

Seven-Stage Chain

Skill	Phase	Main Output
/research[A]-exploration	Direction Exploration	docs/idea_report.md Part 1
/research[B]-idea	Idea Deepening	docs/idea_report.md Part 2
/research[C]-experiment	Experiment Design	docs/idea_report.md Part 3
/research[D]-implementation	Implementation Design	docs/implementation.md
/research[E]-coding	Coding	code/ + docs/dev_log.md
/research[F]-iteration	Code Iteration	dev_log.md iteration records
/research[G.0]-plan	Paper Planning	manuscript architecture + notebooks/figures.ipynb
/research[G.1]-method	Method	manuscript Method section
/research[G.2]-experiments	Experiments	manuscript Experiments section
/research[G.3]-abstract	Abstract	manuscript Abstract
/research[G.4]-introduction	Introduction	manuscript Introduction
/research[G.5]-related	Related Works	manuscript Related Works
/research[G.6]-conclusion	Conclusion + References	manuscript Conclusion
/research[G.7]-review	Full-paper Review	review report

Project Directory Structure

docs/
  idea_report.md        # Research report in three parts:
                        #   Part 1: Motivation, RQs, Key Works  (Phase A)
                        #   Part 2: Introduction, Related Works, Method  (Phase B)
                        #   Part 3: Datasets, Experiment Design, Resource Estimate  (Phase C)
  implementation.md     # Coding guide: file- and function-level implementation plan  (Phase D)
  dev_log.md            # Dev log: progress, decisions, "How to Run" section  (Phase E)
  user_requirements.md  # User constraints: collected and maintained by Claude
  papers/               # Downloaded paper PDFs or abstract TXTs
  manuscripts/          # Paper drafts, each revision archived separately
                        #   (e.g. v1.0-initial-draft.md, v1.1-revision.md)

code/
  src/                  # Core model and training code
  scripts/              # Run scripts (train.sh, evaluate.sh, ablation.sh)
  configs/              # Hyperparameter config files
  baselines/            # Baseline model implementations
  notebooks/            # Visualization notebooks; paper figure/table generation
  data/                 # Datasets (gitignored)
  results/              # Experiment results (gitignored)
  logs/                 # Training logs (gitignored)
  README.md             # Environment setup and run commands
  requirements.txt      # Dependencies (library names only, no torch family)

---

Commands

Command	Description
/research[START]	Detect current phase and show which skill to use
/research[START] research description	Same, and pass description to Phase A
/research description	Backward-compatible alias for /research[START] description

---

Phase Detection Logic

Check the docs/ directory in this order:

docs/idea_report.md does not exist
  → Not started yet — go to Phase A

idea_report.md exists, does not contain "## Part 2"
  → Phase A in progress

idea_report.md contains "## Part 2", does not contain "## Part 3"
  → Phase B in progress

idea_report.md contains "## Part 3", docs/implementation.md does not exist
  → Phase C complete / Phase D not started

docs/implementation.md exists, docs/dev_log.md does not exist
  → Phase D complete / Phase E not started

docs/dev_log.md exists, docs/manuscripts/ does not exist
  → Phase E: Coding in progress

docs/manuscripts/ exists, manuscript file has no "=== 论文架构 ===" annotation at the top
  → G.0 not complete — use /research[G.0]-plan

docs/manuscripts/ exists, manuscript has "=== 论文架构 ===" annotation but no section body text
  → G.0 complete — use /research[G.1]-method to start writing

docs/manuscripts/ exists, manuscript has Method body, no Experiments body
  → use /research[G.2]-experiments

docs/manuscripts/ exists, manuscript has Experiments, no Abstract body
  → use /research[G.3]-abstract

docs/manuscripts/ exists, manuscript has Abstract, no Introduction body
  → use /research[G.4]-introduction

docs/manuscripts/ exists, manuscript has Introduction, no Related Works body
  → use /research[G.5]-related

docs/manuscripts/ exists, manuscript has Related Works, no Conclusion body
  → use /research[G.6]-conclusion

docs/manuscripts/ exists, manuscript has Conclusion, no review report
  → use /research[G.7]-review

docs/manuscripts/ exists, review report generated (review_report.md exists)
  → use /research[G.8]-translate (if translation needed) or paper is complete

---

Output Format

━━━━━━━━━━ ResearchPilot Phase Detection ━━━━━━━━━━
Current status: {one-line description of detected phase}
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

→ Use `/{skill-name}` to continue.

{If a research description was provided: Description passed to Phase A —
use /research[A]-exploration {description} to start.}

Phase-to-skill mapping:

Phase	Use skill
A: Direction Exploration (not started or in progress)	/research[A]-exploration research description
B: Idea Deepening in progress	/research[B]-idea
C complete, D not started	/research[D]-implementation
D complete, E not started	/research[E]-coding
E in progress	/research[E]-coding
F in progress (iteration)	/research[F]-iteration
G.0 not complete	/research[G.0]-plan
G.0 complete, Method not written	/research[G.1]-method
Method complete, Experiments not written	/research[G.2]-experiments
Experiments complete, Abstract not written	/research[G.3]-abstract
Abstract complete, Introduction not written	/research[G.4]-introduction
Introduction complete, Related Works not written	/research[G.5]-related
Related Works complete, Conclusion not written	/research[G.6]-conclusion
Conclusion complete, not yet reviewed	/research[G.7]-review
Review complete, translation needed	/research[G.8]-translate

---

Standalone Download Command

Available at any time, regardless of phase state:

/research[A]-exploration download-paper paper description [--to "path"]

---

Six-Stage Skill Overview

Skill	Phase	Main Output
/research[A]-exploration	Direction Exploration	docs/idea_report.md Part 1
/research[B]-idea	Idea Deepening	docs/idea_report.md Part 2
/research[C]-experiment	Experiment Design	docs/idea_report.md Part 3
/research[D]-implementation	Implementation Design	docs/implementation.md
/research[E]-coding	Coding	code/ + docs/dev_log.md
/research[F]-iteration	Code Iteration	dev_log.md iteration records
/research[G.0]-plan	Paper Planning	manuscript architecture + notebooks/figures.ipynb
/research[G.1]-method	Method	manuscript Method section
/research[G.2]-experiments	Experiments	manuscript Experiments section
/research[G.3]-abstract	Abstract	manuscript Abstract
/research[G.4]-introduction	Introduction	manuscript Introduction
/research[G.5]-related	Related Works	manuscript Related Works
/research[G.6]-conclusion	Conclusion + References	manuscript Conclusion
/research[G.7]-review	Full-paper Review	review report