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Use the reflect skill to persist memories, claims, and inference nodes into the TerminusDB temporal graph. Covers branch lifecycle, trusted session writes, temporal recall, and the separation between session and inference branches.
默认使用会先检查来源的 Prompt；你也可以切换为直接命令，或下载本地副本。
决定是否安装前，请先阅读 SKILL.md，以及 SkillsMP 当前展示的配套文件。
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt；运行前请先检查来源。
npx skills add https://github.com/Tyler-R-Kendrick/agentic_speculative_knowledge --skill reflect命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地？可下载 SkillsMP 当前能够提供的文件。
Use the speculate skill when you need critique-ready hypotheses from new observations: recall context, run the mutation pipeline on a fresh observation, retrieve ranked inference and facet results from an inference/* branch, and present candidate text, provenance, assumptions, uncertainty, and review priority without promoting anything to trusted memory.
Use the discover skill to find connections between claims through facet relations and to rank inference and facet candidates using manifold geometry. Covers facet modeling, manifold scoring, relatedness, distance, uncertainty, and retrieval of discovery results.
Use the infer skill to generate speculative inference candidates from claims, persist them on branch-local inference graphs, and run the full mutation pipeline that coordinates active memory, claims, Terminus persistence, and speculative ranking.
正在显示 SKILL.md
基于 SOC 职业分类
| name | reflect |
| description | Use the reflect skill to persist memories, claims, and inference nodes into the TerminusDB temporal graph. Covers branch lifecycle, trusted session writes, temporal recall, and the separation between session and inference branches. |
Persist and reason over long-term knowledge in the temporal graph.
from src.terminus.adapter import TerminusMemoryRepository
from src.terminus.branch_manager import (
BranchManager,
session_branch_name,
inference_branch_name,
)
repo = TerminusMemoryRepository(url="http://localhost:6363")
# Create a session branch
branch = repo.ensure_branch(session_branch_name("sess-1"))
# Write a claim to the session branch
from src.claims.models import Claim
claim = Claim(claim_text="Cert rotation caused auth failures.", claim_type="observation")
repo.write_claim(branch, claim)
# Write a memory
from src.normalization.mapper import ClaimToMemoryMapper
mapper = ClaimToMemoryMapper()
memories = mapper.map_many([claim], session_id="sess-1")
for m in memories:
m.source_branch = branch
repo.write_memory(branch, m)
# Query trusted memories
trusted = repo.query_memories(branch="session/sess-1")
# Query inference nodes on a speculative branch
inference_br = repo.ensure_branch(inference_branch_name("sess-1"))
nodes = repo.query_inference_nodes(inference_br)
from src.terminus.branch_manager import session_branch_name, inference_branch_name
session_branch_name("sess-1") # → "session/sess-1"
inference_branch_name("sess-1") # → "inference/sess-1"
| Class | Method | Purpose |
|---|---|---|
TerminusMemoryRepository | ensure_branch() | Create a branch if it does not exist |
TerminusMemoryRepository | write_memory() | Persist a CandidateMemory to a branch |
TerminusMemoryRepository | write_claim() | Persist a Claim to a branch |
TerminusMemoryRepository | write_inference_node() | Persist an InferenceNode to a branch |
TerminusMemoryRepository | write_facet_relation() | Persist a FacetRelation to a branch |
TerminusMemoryRepository | query_memories() | Read memories from a branch |
TerminusMemoryRepository | query_inference_nodes() | Read inference nodes from a branch |
TerminusMemoryRepository | query_facet_relations() | Read facet relations from a branch |
session_branch_name() | — | "session/{id}" naming helper |
inference_branch_name() | — | "inference/{id}" naming helper |
BranchManager | create_session_branch() / create_inference_branch() | High-level branch creation |
src/terminus/adapter.py — Terminus persistence adapter with fallback storesrc/terminus/branch_manager.py — branch naming and lifecycle helperssrc/terminus/schema.py — document encoding/decoding for Terminustests/unit/test_terminus.py — unit coveragenotebooks/04_terminus_temporal_graph_memory.ipynb — executable walkthroughTerminusMemoryRepository from src/terminus/adapter.py for all graph writes and reads.session_branch_name() and inference_branch_name() from src/terminus/branch_manager.py for branch naming.session/* branches and speculative data on inference/* branches; never mix them.tests/unit/test_terminus.py.