[Documentation] Use when generating, smart-merging or refactoring the root AI context (CLAUDE.md, AGENTS.md) and its Claude/Codex projections. Config file only: project-config.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
[Research] Use when a workflow step or the user asks for web source discovery and triage into a source map and gaps. --chain=deep-dive also builds a cross-validated evidence base.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
설치 방법 보기설치하기 전에 에이전트에게 전달되는 지시 내용을 확인할 수 있습니다.
<!-- PROMPT-ENHANCE:STEP-TASK-ANCHOR:END -->[BLOCKING] Execute skill steps in declared order. NEVER skip, reorder, or merge steps without explicit user approval. Inside a workflow run,
/start-workflow→ Workflow-step mode bounds this rule. [BLOCKING] Before each step or sub-skill call, update todo tracking: setin_progresswhen step starts, setcompletedwhen step ends. [BLOCKING] Every completed/skipped step MUST include brief evidence or explicit skip reason. [BLOCKING] If Task tools are unavailable, create and maintain an equivalent step-by-step plan tracker with the same status transitions.
Goal: Run broad web research, classify and deduplicate candidate sources, and produce a tiered source map + gap list for source-deep-dive, never a final report.
Summary:
source-deep-dive; produce a tiered, deduplicated source map, never synthesis.WebSearch per query (≤10 calls); record title/URL/snippet/source type; (3) Triage — classify each result Tier 1-4; dedupe; (4) Build map — write tmp/research/_sources-{slug}.md (Sources + Gaps Identified); (5) Identify gaps — note underexplored angles for source-deep-dive.WebSearch calls/invocation; generate 5-10 varied queries, then stop; breadth then triage, not deep-dive.tmp/research/_sources-{slug}.md (Sources + Gaps Identified), not synthesis; hand off to source-deep-dive.--chain=deep-dive): after Step 5, read references/research-chain.md and run source-deep-dive Steps 1-5 inline, leaving tmp/research/_evidence-{slug}.md; without the flag stop at Step 5 exactly as above.Workflow:
WebSearch; collect resultssource-deep-diveKey Rules:
MUST ATTENTION Apply skeptical, sequential thinking; trace every claim and state confidence (>80% to act).
--chain=deep-dive)Web Research Protocol — Factual claims require 2+ independent sources. Rank sources Tier 1 (.gov/.edu/official) > Tier 2 (industry reports) > Tier 3 (credible blogs; cross-validate) > Tier 4 (unverified; NEVER cite as fact). Declare confidence (95/80/60/<60%) for every finding.
[N])tmp/research/ (project-root, disposable); final output → docs/knowledge/WebSearch queries, at most 10 calls here; source-deep-dive then fetches at most 8 sources. workflow-research may lower the depth for a Narrow question (3-5 queries) but never raises a cap. The generic web-research protocol guide below (3-5 queries) is the floor for ad-hoc lookups in other skills and never overrides these caps.These rules are canonical for the research chain; source-deep-dive and knowledge-synthesis read them from this file.
Parse topic; generate 5-10 queries:
For each query:
WebSearch.For each result, classify Tier:
Filter duplicate URLs and syndicated content.
Write to tmp/research/_sources-{slug}.md:
# Source Map: {Topic}
**Date:** {date}
**Queries executed:** {count}
**Sources found:** {count} (Tier 1: N, Tier 2: N, Tier 3: N, Tier 4: N)
## Sources
| # | Title | URL | Tier | Relevance | Notes |
| --- | ----- | --- | ---- | --------- | ------------- |
| 1 | ... | ... | 1 | High | Official docs |
## Gaps Identified
- {angle not covered}
- {topic needing deeper research}
Review source map for:
Note gaps for source-deep-dive.
--chain=deep-dive)[BLOCKING] MUST ATTENTION when the caller passed --chain=deep-dive, read references/research-chain.md now and follow it: it runs source-deep-dive Steps 1-5 from that skill's own file and writes the evidence base, then returns. Without the flag, skip this section and the run ends at the source map.
Inside a workflow: when this skill runs as a step of an active workflow, skip the prompts in this section and return the result — the workflow's next step decides what runs (
/start-workflow→ Step Execution Protocol, Workflow-step mode).
Without --chain=deep-dive only (chain mode follows references/research-chain.md). MANDATORY IMPORTANT MUST ATTENTION — NO EXCEPTIONS: After completion, use ask user question tool; user chooses:
/business-evaluation/market-analysis first — this skill consumes its sized-market output as evidence and MUST NOT re-derive market sizing.[IMPORTANT MUST ATTENTION] Use
TaskCreateto break work into small tasks BEFORE starting.
External Memory: For complex/lengthy research, analysis, scans, or reviews, write intermediate + final results to
tmp/reports/; prevents context loss and provides deliverable.
<!-- PROTOCOL-GUIDES:START -->Evidence Gate: MANDATORY IMPORTANT MUST ATTENTION Every claim, finding, recommendation needs
file:lineproof or traced evidence + confidence (>80% act; <80% verify first).
Protocol guides — Apply each protocol only when its read-when condition holds. If a protocol's text is not in your context, read its file below before you act on it.
web-research — Structured web search for evidence gathering; gathering external evidence from the web → .claude/skills/shared/protocols/web-research.mdIMPORTANT MUST ATTENTION follow declared step order for this skill; NEVER skip, reorder, or merge steps without explicit user approval; inside a workflow run, /start-workflow → Workflow-step mode bounds this
IMPORTANT MUST ATTENTION for every step/sub-skill call: set in_progress before execution, set completed after execution
IMPORTANT MUST ATTENTION every skipped step MUST include explicit reason; every completed step MUST include concise evidence
IMPORTANT MUST ATTENTION if Task tools unavailable, maintain an equivalent step-by-step plan tracker with synchronized statuses
IMPORTANT MUST ATTENTION Goal: Run broad web research, classify and deduplicate candidate sources, and produce a tiered source map + gap list for source-deep-dive, never a final report.
IMPORTANT MUST ATTENTION — Protocols in force (concise digest of the SYNC/shared blocks this skill carries):
IMPORTANT MUST ATTENTION run ALL 5 main steps in order — (1) define scope + generate 5-10 angle-varied queries → (2) execute WebSearch (≤10 calls), record title/URL/snippet/type → (3) triage each result Tier 1-4 + dedupe → (4) build source map at tmp/research/_sources-{slug}.md → (5) identify gaps for source-deep-dive — why: skipping a step (esp. triage or gaps) yields untiered, gap-blind feedstock that breaks the next stage.
IMPORTANT MUST ATTENTION cap WebSearch at 10 calls per invocation; generate 5-10 angle-varied queries (overview, current-state, comparison, data, expert, criticism) then stop at the cap — why: bounded fan-out keeps this breadth-then-triage, not a deep-dive into one angle.
IMPORTANT MUST ATTENTION rank every source by tier (Tier 1 .gov/.edu/official > Tier 2 industry reports > Tier 3 established blogs/Wikipedia > Tier 4 forums/social) and dedupe by URL/syndicated content before it counts — why: tier ranking + dedupe keep the feedstock high-signal for source-deep-dive.
MANDATORY IMPORTANT MUST ATTENTION NEVER cite a Tier 4 / single source as authoritative — cross-validate every factual claim against 2+ independent sources and declare confidence (95/80/60/<60%) — why: one unverified source = a hallucination-amplifier downstream.
MANDATORY IMPORTANT MUST ATTENTION the deliverable is the intermediate source map at tmp/research/_sources-{slug}.md (sources table + Gaps Identified), NOT a synthesized report — hand it off to source-deep-dive; mine the set for gaps (missing perspectives, missing quantitative data, stale recency) so the next step knows where to dig.
IMPORTANT MUST ATTENTION with --chain=deep-dive, after Step 5 read references/research-chain.md and run source-deep-dive Steps 1-5 from its own SKILL.md (never from memory); without the flag stop at the source map — why: the flag is the only contract that lets one step own both halves while each skill still works alone.
MANDATORY IMPORTANT MUST ATTENTION break work into small todo tasks using TaskCreate BEFORE starting; add a final review todo task to verify work quality; transition one task at a time.
IMPORTANT MUST ATTENTION persist intermediate findings/results to a report file in tmp/reports/ for complex or lengthy work — why: external memory prevents context loss and is itself the deliverable.
IMPORTANT MUST ATTENTION a direct /web-research call is an explicit skill request: run it with no routing question and NEVER start a workflow from inside this skill; only the post-completion Next Steps question uses ask user question tool.
IMPORTANT MUST ATTENTION every claim, finding, and recommendation requires file:line proof or traced evidence with confidence percentage (>80% to act, <80% verify first) — NEVER speculate without proof.
Anti-Rationalization:
| Evasion | Rebuttal |
|---|---|
| "One strong source is enough" | NEVER — cross-validate against 2+ independent sources; Tier 4 is never authoritative |
| "I'll just write the report now" | Out of scope — output the source map + gaps; source-deep-dive synthesizes, not this |
| "Keep searching, more results help" | Hard-cap is 10 WebSearch calls — breadth then triage, never an unbounded crawl |
| "Topic is simple, skip tiering/dedupe" | Tier + dedupe every source — untiered feedstock degrades every downstream step |
| "Just do it, skip task tracking" | Skip depth, never skip tracking — TaskCreate first, one task in progress |
[TASK-PLANNING] Before acting, analyze task scope and systematically break it into small todo tasks and sub-tasks using TaskCreate.
IMPORTANT MUST ATTENTION Goal: triaged, tiered, deduplicated source map + gap list as feedstock for source-deep-dive — NOT a final report.
IMPORTANT MUST ATTENTION cap WebSearch at 10; cross-validate every claim with 2+ sources; NEVER cite Tier 4 as fact.
IMPORTANT MUST ATTENTION TaskCreate to break ALL work into small tasks BEFORE starting — this is very important.
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[Documentation] Use when generating, smart-merging or refactoring the root AI context (CLAUDE.md, AGENTS.md) and its Claude/Codex projections. Config file only: project-config.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
[Code Quality] Use when a workflow step or the user asks for AI code or plan review: LLM calls, prompts, agents, RAG, evals and guardrails. --mode={code|plan}; --report-only is read-only.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
[Architecture] Use when a workflow step or the user asks for architecture design, compliance review, scalability grading or whole-project audit via --mode={design|review|scalability|full}.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
[Content] Use when a workflow step or the user asks for product/feature ideation with ranked opportunities and validation tests. --mode={roadmap|scope}.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
[Content] Use when a workflow step or the user asks for business viability: Business Model Canvas, financials, risks and go-to-market recommendation.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
[Code Quality] Use when a workflow step or the user asks for a focused code-change review: staged, unstaged, branch diff or simple pull request. --fix-loop fixes and re-reviews. Complex pull request: workflow-review-changes; rationale: why-review.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.