Research init
Skill JasonCodeMaker/Agentic-Research-Control-Panel/skills/research-init
Local control plane for governed AutoResearch in real repos: human-approved scope, live experiment tracking, evidence-backed results, and project memory for Claude Code and Codex.
npx -y skills add JasonCodeMaker/Agentic-Research-Control-Panel --skill research-initAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
2 things to look at
- no licenseNo license file was found in the repository. Code published without one is not open source by default, so using it at work is a question for whoever answers licensing questions where you are.
- 6 stars6 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.
What its author says it does
Copied from the file, not written here
Use when installing, attaching, initializing, repairing, or validating ARC in a research workspace.
SKILL.md
3.7 KB, 812 tokens by cl100k_base, as published. Nobody here has run it
Research init
Bring one target workspace to a verified ARC setup state. Treat setup as
infrastructure work, not research intent. Stop with a precise handoff to
research-onboard, research-brainstorm, or research-scope.
Read references/setup-contract.md before a
protocol merge, external RESEARCH_ROOT, or skill-path repair.
Boundary
Own setup orchestration only:
- inspect the toolbox, target workspace, research root, protocol files, skill links, interface, and Server;
- install or repair repository-backed skill symlinks;
- attach
AGENTS.mdandCLAUDE.mdthrough managed blocks without replacing project-owned text; - initialize an empty managed root through
lib.research_state; - validate the current managed state;
- build the interface and start or reuse a healthy Dashboard Server by default;
- report the resolved roots, mutations, Server URL, health, and next skill.
Do not infer or commit Project, Direction, or Experiment intent. Do not create a Package, launch a Run, modify source/data/environments, write management events directly, adopt unsupported legacy roots, or commit Git changes.
Procedure
1. Inspect before mutation
Run the read-only classifier:
python3 skills/research-init/scripts/research_init.py \
--workspace <workspace> \
inspect \
--agent codex
Use --agent claude or --agent both when requested. Resolve script paths
through the installed research-init symlink in a target project.
Interpret the state exactly:
ABSENT: safe greenfield setup candidate.CURRENT: reconcile protocols, skills, interface, and Server.INVALID: stop. Legacy data, an unknown version, or an unversioned managed root is unsupported; do not adopt or rewrite it by guessing.
2. Review protocol conflicts
If either protocol is UNMANAGED, show the target file and the proposed
managed block. Obtain user confirmation before passing --merge-protocols.
Never overwrite project-owned text. A symlink, directory, or malformed managed
block is a hard conflict.
3. Set up a greenfield or current workspace
python3 skills/research-init/scripts/research_init.py \
--workspace <workspace> \
setup \
--agent codex
The command installs all repository skills for the selected agent, attaches
the protocols, initializes .research only when absent, builds the interface,
and starts or reuses the Dashboard Server. Use --merge-protocols only after
step 2. Use --no-serve only when the user explicitly requests a headless or
CI setup.
4. Validate and report
python3 skills/research-init/scripts/research_init.py \
--workspace <workspace> \
check \
--agent codex
Report all of the following:
workspace,research_root, and managedVERSION;- skill installation roots and any repaired links;
- protocol actions and confirmation that project-owned prefixes remain;
- interface root and Dashboard Server action,
startedorreused; - Dashboard URL, host, port, health, and SSH forwarding command;
- the exact Dashboard stop command;
READY_NO_PROJECT,READY_WITH_PROJECT, orREPAIR_REQUIRED;- the single next action.
Use research-onboard when no active Project exists. With an active Project,
use research-brainstorm for a vague Direction or research-scope for clear
intent.
Bootstrap note
An agent must discover research-init before this skill can install its
siblings. Keep one minimal bootstrap command in the toolbox README. After the
skill is available, route all setup, attach, and setup-repair work
through this skill.
What ships with it: 3 files
35.0 KB alongside SKILL.md, 1 of them executable
agents/
- openai.yaml267 B
references/
- setup-contract.md3.0 KB
scripts/
- research_init.pyruns31.8 KB