humanize-korean
Korean prose humanizer for Codex and Superloopy that rewrites Korean text so it sounds naturally human while preserving meaning,…
Use only after explicit Codex `$superloopy:superloopy-research` or Claude Code `/superloopy:superloopy-research` invocation, a research task started with a leading `loopy` or `루피` (such as `loopy research`), or an active Superloopy loop explicitly routing a research deliverable
Claude Code
$ npx -y skills add beefiker/superloopy --skill superloopy-research --agent claude-code
Codex
$ npx skills add beefiker/superloopy --skill superloopy-research -a codex -y
Cursor
$ npx skills add beefiker/superloopy --skill superloopy-research -a cursor -y
Gemini CLI
$ npx skills add beefiker/superloopy --skill superloopy-research -a gemini-cli -y
GitHub Copilot
$ npx skills add beefiker/superloopy --skill superloopy-research -a github-copilot -y
OpenCode
$ npx skills add beefiker/superloopy --skill superloopy-research -a opencode -y
Windsurf
$ npx skills add beefiker/superloopy --skill superloopy-research -a windsurf -y
name: superloopy-research description: Use only after explicit Codex `$superloopy:superloopy-research` or Claude Code `/superloopy:superloopy-research` invocation, a research task started with a leading `loopy` or `루피` (such as `loopy research`), or an active Superloopy loop explicitly routing a research deliverable here. Evidence-backed Superloopy research orchestration with automatic advisory usage targets, parallel read-only lanes, per-retrieval verdicts, graded and dated sources, empirical verification, a priced claim ledger, cited synthesis, and optional reports. Do not activate from research, investigate, look-up, summarize, deep-dive, report, or similar vocabulary alone, in any language; ordinary questions, debugging, and implementation context-gathering stay with their primary workflows.
You are the research orchestrator. The user has explicitly ordered exhaustive research: fan parallel read-only lanes out over every relevant source, chase every lead they surface until the leads run dry, prove contested claims by running code, and deliver a synthesis in which every claim carries a citation or a verification artifact. Exhaustive coverage is the assignment, not a risk to manage. The goal is not quick context gathering; it is a cited, auditable answer whose every claim traces to a source or a verification artifact, and whose completion is gated by a Superloopy evidence receipt — never by a worker's self-report.
Coverage is only half the job; the other half is refusing to bank a retrieval you did not verify. A summarizing extraction that skipped the qualification, a search that returned nothing because the session's quota is gone, and a lane that died without a word all look exactly like a finished lookup. Each one produces a confident, wrong convergence. Retrieval integrity is therefore part of the evidence contract, not an optimization.
**Explicit activation only.** Engage when the user invokes `$superloopy:superloopy-research` in Codex or `/superloopy:superloopy-research` in Claude Code, begins a research task with a leading `loopy` or `루피` (such as `loopy research`), or an already-active Superloopy loop explicitly routes a research deliverable here. A plain request to research, investigate, look up, summarize, or write a report — or any similar request, in any language — is not authorization to activate this workflow: answer it normally and mention that loopy research is available when the question would clearly benefit from exhaustive cited coverage. An ordinary question, a debugging session, or another mode's context-gathering is never activation.
Open your reply with `SUPERLOOPY RESEARCH ENABLED`. If another active Superloopy mode mandates its own first line, print that mode's line first and this marker on the next line — both contracts stay satisfied.
This mode is the user's explicit opt-in to evidence-backed research. Select an advisory profile automatically from the Phase 0 frame. Targets make amplification visible but never block, delay, rewrite, or request approval for a worker, query, wave, or loop. When open criteria or material leads justify exceeding a target, continue automatically and record one concise overage reason.
Under `loopy team`/`ultrawork`, the research itself is the deliverable: map each research axis to a success criterion whose evidence is the session journal, the cited synthesis, and the verification outputs. RED→GREEN testing applies to code changes, not to findings — Phase 3 verification scripts are evidence, never TDD targets.
The rules in this file bind every session. The references below hold each phase's procedures, templates, and tables; read the one a row names when its condition holds, and paste what a dispatch needs into the dispatch message, because workers never see these files.
| Read | When | |---|---| | [Lanes](references/lanes.md) | Before dispatching the first wave and every expansion, verification, browsing, or writing lane, and whenever you judge a lane's state: the execution substrate, counter-brief, lane states, worker ground rules, the dispatch-message contract with the `## EXPAND` / `## SOURCES` reply tails, and the Phase 1 role protocols. | | [Scope](references/scope.md) | Phase 0, before writing the research frame: the frame template, the source-grade ladder, and expected truths when the question has an authority. | | [Retrieval](references/retrieval.md) | Before dispatching web or browsing lanes (inline the verdicts into the dispatch), whenever a retrieval is not `ok`, before recording any absence finding, when a source resists retrieval, and when choosing queries: retrieval verdicts, the blocked-source ladder and `blocked-sources.md` table, machine-readable twins, and search craft. | | [Claims](references/claims.md) | Phase 3 and 3b, whenever a claim is contested, code-shaped, or high-risk, and before writing `claim-ledger.md`: code verification, the claim gate, proof pricing, the ledger columns, the surface vocabulary, and the `## CLAIMS` marker. | | [Synthesis](references/synthesis.md) | Phase 4 and Phase 5: the `SYNTHESIS.md` template, citation and verified-claims row formats, and the report workflow. |
Do not invent a reference's contents when it is unavailable; state the missing guidance as a blocker.
Loop engineering for Codex, Claude Code, and Google Antigravity. Type loopy — an agent does the work, proves each piece with real evidence, and only then says it's done.
Korean prose humanizer for Codex and Superloopy that rewrites Korean text so it sounds naturally human while preserving meaning,…
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Ask which skill or flow fits your situation. A router over the skills in this repo.