Project Files

.github

workflows

ci.yml

scripts

sync-version.mjs

skills

academic.md

market.md

policy.md

src

config

keys.ts

local

gatekeeper.ts

pdf-batch.ts

search.ts

store.ts

memory

derive.ts

persist.ts

retrieve.ts

store.ts

planning

dimensions.ts

planner.ts

schemas.ts

skills.ts

report

builder.ts

scoring

authority.ts

critic.ts

evidence.ts

fastCriticOptimizer.ts

heuristics.ts

skills

loader.ts

select.ts

swarm

blackboard.ts

health.ts

learning.ts

logger.ts

orchestrator.ts

pluginBridgeAndPacer.ts

singleflightAndSnippetGate.ts

uncertainty-miner.ts

visited-cache.ts

worker.ts

synthesis

ai.ts

verify.ts

utils

llm.ts

qwen-parser.ts

qwenJsonParser.ts

qwenOptimizer.ts

text.ts

timeBudget.ts

tokens.ts

topicQuery.ts

api-keys.json

config.ts

constants.ts

index.ts

polyfills.ts

researcher.ts

toolsProvider.ts

types.ts

.gitignore

AGENTS.md

CHANGELOG-v5.12.2.md

CHANGELOG.md

imp.md

implement.md

LICENSE

manifest.json

package.json

README.md

tsconfig.json

vitest.config.ts

src / planning / skills.ts

const ACADEMIC_TAG_REGEX =
  /\b(academic|science|scientific|neuroscience|psychology|parapsychology|anthropology|medicine|medical|biology|physics|history|philosophy|religion|sociology|literature|empirical|statistical|methodology)\b/i;

export function matchSkillPackFromTags(tags: ReadonlyArray<string>, topic: string): "academic" | "market" | "policy" {
  const combined = `${tags.join(" ")} ${topic}`.toLowerCase();
  if (/\b(market|finance|economics|business|pricing|saas|valuation|revenue)\b/.test(combined)) {
    return "market";
  }
  if (/\b(policy|law|legal|regulation|compliance|governance|statute)\b/.test(combined)) {
    return "policy";
  }
  if (ACADEMIC_TAG_REGEX.test(combined)) {
    return "academic";
  }
  return "academic"; // Safe default rubric so [SKILL] is never "none"
}

deep-swarm-research-plugin-with-time-limit

deep-swarm-research-plugin-with-time-limit