c24165b8bc
에이전트 8종(대화형/프로그래머 C·S/디자이너/설계자/기획자/QA/PD/PM)에게 [공통 기본 능력 + 롤별 Specialty] 2층으로 지식을 주입하기 위한 재분류. 문서 내용·포맷은 무수정, 폴더 이동만 (6,372개 문서 수 보존 확인). - Topic_Programming → Domain_Programming (내부 구조 보존) - Topic_Graphic → Domain_Design - Topic_Business → Domain_Product - Topic_General → Domain_General - _Common 신설: Math(구 Topic_Math_Specialty), Reasoning(구 General/From_Thinking & Reasoning), Reasoning_Creativity(구 General/From_창의성), Communication(Poetic_Blog_Writing + From_writing) - 타 도메인의 From_* 폴더는 유지 (출처 표기일 뿐, 이미 도메인에 맞게 분류된 문서) - 빈 폴더 정리 (memory/procedures) - 에이전트→폴더 매핑은 workspace의 .astra/agent-knowledge-map.json (9개 에이전트) Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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id, title, category, status, canonical_id, aliases, duplicate_of, source_trust_level, confidence_score, verification_status, tags, raw_sources, last_reinforced, github_commit, tech_stack
| id | title | category | status | canonical_id | aliases | duplicate_of | source_trust_level | confidence_score | verification_status | tags | raw_sources | last_reinforced | github_commit | tech_stack | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| wiki-2026-0508-open-access-movement | Open Access Movement | 10_Wiki/Topics | verified | self |
|
none | A | 0.9 | applied |
|
2026-05-10 | pending |
|
Open Access Movement
매 한 줄
"매 publicly-funded research 의 publicly-readable". 매 2002 Budapest OA Initiative 의 launch, 매 2018 Plan S (cOAlition S) 의 Europe-wide mandate, 매 2024 OSTP Nelson Memo 의 US federal 의 require. 매 2026 의 ~50% global articles 의 OA, 매 APC ($3-12k) 의 contention 의 ongoing.
매 핵심
매 OA flavors
- Gold: 매 publisher journal 의 native OA. 매 APC funded.
- Green: 매 author self-archiving (preprint / postprint) 의 repository.
- Hybrid: 매 subscription journal 의 individual article 의 OA-buy.
- Diamond: 매 no-APC + no-paywall (community-funded). 매 2026 EU push.
- Bronze: 매 free-to-read 의 license unclear (예: corporate access).
매 stakeholders
- Researchers: 매 reach + citation impact 의 want.
- Funders (NIH, ERC, Gates): 매 OA mandates.
- Publishers: 매 Elsevier, Springer-Nature, Wiley — 매 transformative agreements.
- Libraries: 매 Big Deal cancellation, 매 read-and-publish negotiation.
- Preprint servers: arXiv, bioRxiv, SSRN, Research Square.
매 응용
- 매 funder mandate compliance (NIH PubMed Central submission).
- 매 institutional repository deposit.
- 매 OA discovery (Unpaywall, OpenAlex, OA.Works).
💻 패턴
OpenAlex query — recent OA papers
import requests
r = requests.get(
"https://api.openalex.org/works",
params={"filter": "is_oa:true,publication_year:2025",
"per-page": 25, "sort": "cited_by_count:desc"})
for w in r.json()["results"]:
print(w["doi"], w["open_access"]["oa_status"], w["title"][:80])
Unpaywall lookup (best OA copy)
def find_oa(doi, email):
r = requests.get(f"https://api.unpaywall.org/v2/{doi}", params={"email": email})
j = r.json()
return j["best_oa_location"]["url"] if j.get("best_oa_location") else None
Preprint deposit (bioRxiv API stub)
def deposit_biorxiv(metadata, pdf_path, token):
files = {'pdf': open(pdf_path, 'rb')}
return requests.post(
"https://api.biorxiv.org/submit",
headers={"Authorization": f"Bearer {token}"},
data=metadata, files=files)
CC-license selection helper
def recommend_license(funder_mandates):
if "plan_s" in funder_mandates or "nih_2024" in funder_mandates:
return "CC-BY"
return "CC-BY-NC-ND" # author preference if unconstrained
APC budget tracker
def annual_apc_budget(papers, avg_apc=2500, gold_fraction=0.6):
return papers * gold_fraction * avg_apc
# 50 papers, 60% gold → $75k/yr departmental APC
Read-and-publish (transformative agreement) check
def covered_by_ta(institution, publisher, agreements_db):
return any(a["institution"] == institution and a["publisher"] == publisher
and a["active"] for a in agreements_db)
Compliance check (Plan S)
def plan_s_compliant(license, apc_capped, embargo_months, repo_deposited):
return (license in {"CC-BY", "CC-BY-SA"}
and apc_capped
and embargo_months == 0
and repo_deposited)
매 결정 기준
| Funder / context | Recommended path |
|---|---|
| Plan S funder | Gold (CC-BY) or Green-immediate |
| NIH | PMC deposit ≤12 mo (now immediate post-2024) |
| Self-funded | Preprint + Diamond OA journal |
| High-IF ambition | Hybrid + TA-covered if available |
기본값: Preprint (arXiv/bioRxiv/SSRN) + Gold OA journal under TA — 매 reach + compliance balance.
🔗 Graph
- 변형: Plan-S
🤖 LLM 활용
언제: 매 funder-mandate decoding, 매 license-comparison summary, 매 author-letter draft. 언제 X: 매 contract negotiation 의 final — 매 librarian / IP office 의 require.
❌ 안티패턴
- Predatory journals: 매 Beall's-list-style 의 sham OA. 매 DOAJ membership 의 verify.
- Hybrid double-dip: 매 subscription + APC 의 paid-twice. 매 TA negotiate.
- Copyright transfer accident: 매 author 의 reuse rights 의 lose. 매 retain-rights addendum.
🧪 검증 / 중복
- Verified (Budapest OA Initiative 2002; Plan S 2018; OSTP Nelson Memo 2022; OpenAlex docs).
- 신뢰도 A.
🕓 Changelog
| 날짜 | 변경 |
|---|---|
| 2026-05-08 | Phase 1 |
| 2026-05-10 | Manual cleanup — flavors + compliance + APIs |