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- topoteretes/cognee-integrations
- 최근 소스 활동
- 2026년 6월 23일 17:08
- 감지된 SKILL.md 언어
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설치 방법
기본적으로 소스를 먼저 확인하는 Prompt가 선택됩니다. 직접 명령으로 전환하거나 로컬 사본을 다운로드할 수도 있습니다.
소스 파일 검토
설치 여부를 결정하기 전에 SKILL.md와 SkillsMP에 표시된 보조 파일을 읽어 보세요.
메뉴
기본적으로 소스를 먼저 확인하는 Prompt가 선택됩니다. 직접 명령으로 전환하거나 로컬 사본을 다운로드할 수도 있습니다.
설치 여부를 결정하기 전에 SKILL.md와 SkillsMP에 표시된 보조 파일을 읽어 보세요.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
직접 명령은 검토 Prompt를 거치지 않습니다. 실행하기 전에 소스를 확인하세요.
npx skills add https://github.com/topoteretes/cognee-integrations --skill codebase명령은 한 줄로 유지됩니다. 복사하기 전에 가로로 스크롤해 전체 내용을 확인하세요.
로컬 사본을 원하시나요? SkillsMP에서 현재 제공할 수 있는 파일을 다운로드하세요.
SKILL.md 표시 중
| name | codebase |
| description | Use when indexing a code repository into Cognee's code graph or querying it (callers, impact analysis, paths, endpoints) from Codex. |
Use this skill when the user asks Codex to build a Cognee memory of a repository, index code, or answer structural code questions (who calls X, what breaks if X changes, how does A reach B) from memory.
Requires a Cognee server >= 1.5.3. Indexing runs the enola code-graph pipeline server-side and makes no LLM or embedding calls — it is fast, deterministic, and token-free.
codebase-<repo-name>-<digest>); do not mix repositories into one dataset.
The digest is the indexed path, so two checkouts sharing a basename stay in
separate graphs. --code searches resolve the name from the current
checkout, so it rarely needs to be typed..env/dotfiles/binaries itself, but a git URL to a
private repo still lands its code in the target dataset.${CODEX_PLUGIN_ROOT}/scripts/cognee-index-repo.sh <repo-path-or-git-url> [--dataset <name>] [--index-vectors] [--wait <seconds>]
.): works when the Cognee server shares this
filesystem — the default local plugin server does. Cloud servers reject
local paths; pass a git URL instead.--index-vectors: also embeds the code facts so semantic/hybrid search can
see them (needs an embedding provider). Without it, code knowledge is
reachable ONLY through code search below.--wait 60 polls
pipeline=code_graph_pipeline until queryable.Indexing writes enola's snapshot to <repo>/.enola/ (untracked) — add it to
.gitignore or global excludes. The plugin's change detection ignores it.
Indexing is also the freshness opt-in: for local-path repos the plugin records a git fingerprint and automatically re-submits the repo in the background when a turn changed the working tree. Re-running the command on an unchanged repo is skipped server-side (content hashes), so it is always safe.
Opening the agent inside a git repository indexes it automatically in the background at session start — no setup step. What happens depends on the server, because indexing a repo means the code has to be readable by it:
| Situation | Behavior |
|---|---|
| Local server (default), new repo | Indexed automatically — the server reads the working tree in place, so the code never leaves the machine |
| Cloud/remote server, new repo | Not indexed automatically; run the index command with a git URL, or set COGNEE_CODE_AUTOINDEX=always |
| Already-indexed repo | Always refreshed if the tree changed since the last index — regardless of the setting above |
| Not a git repo / no code files / very large repo (>3000 source files) | Skipped; index it explicitly if you want it |
Set COGNEE_CODE_AUTOINDEX=off to disable automatic indexing of new repos
(explicitly indexed repos keep refreshing). Explicit indexing has no size cap.
The graph tracks different things depending on where the Cognee server runs. Both are normal, expected behavior — but the results look identical, so know which one applies:
| Server | Graph reflects | Stays current via |
|---|---|---|
| Local (default) | The working tree, uncommitted and untracked changes included | Automatic re-index after any turn that changed a file |
| Cloud / remote | The last pushed commit — the server clones the repo and cannot read this machine's disk | Pushing, then re-indexing |
On a cloud server, local edits are invisible to the graph until they are pushed. Nothing
errors and nothing looks unusual: a question about a symbol you just renamed locally is
answered from the pushed state, confidently. So when the answer matters and the work is
in progress, either push first or say so in the answer. {"operation": "delta"} shows
what the last index actually changed and is the fastest way to check what the graph
currently knows.
Local-path indexing therefore requires a server that shares this filesystem; cloud servers reject local paths and need a git URL.
${CODEX_PLUGIN_ROOT}/scripts/cognee-search.sh "<seed>" 10 --code [--code-query '<json>']
Without --code-query, the query text is a seed name (exact/suffix/substring
match). With it, pick one exact operation:
| Operation | Answers | Example |
|---|---|---|
query_facts | filtered listing | {"operation":"query_facts","kind":"route","limit":50} — all API endpoints |
explore | neighborhood of one node | {"operation":"explore","name":"UserService","max_depth":1} |
traverse | follow edges from seeds | {"operation":"traverse","start":"main","direction":"forward","max_depth":3} |
find_path | how A reaches B | {"operation":"find_path","source":"AuthMiddleware","target":"Database"} |
impact_analysis | what breaks if X changes | {"operation":"impact_analysis","targets":["process_payment"]} |
delta | what the last index changed | {"operation":"delta"} |
An ambiguous seed returns an error listing the candidates — retry with an
exact id or a repo filter. A seed that doesn't resolve returns empty (not
an error): the graph has no such symbol.
--code. Exact, instant,
no tokens.cognee-search.sh (hybrid/graph). Graph-only code is invisible
there unless indexed with --index-vectors or the repo's docs were
ingested as documents.--code gives the exact
structure around it.{"operation":"delta"} shows what the
last re-index added/updated/removed.Treat results as a map, not ground truth — verify important claims against the actual files before editing code.
To store a single code file in normal memory under its real filename (routes down the zero-LLM code path server-side, no cross-file edges):
${CODEX_PLUGIN_ROOT}/scripts/cognee-remember.sh --file src/payments.py --node-set project_docs
Prefer the repo index above when callers/imports across files matter.
Once a repo is indexed from its checkout, the per-prompt memory recall adds a
code lane automatically when the prompt mentions an identifier-shaped token —
the facts appear in the injected context as === Code graph facts ===.