context-init
$
npx mdskill add yogsoth-ai/de-anthropocentric-research-engine/context-initCreate a new context file for a research Phase. One file per Phase — subsequent checkpoints append to this file.
SKILL.md
.github/skills/context-initView on GitHub ↗
--- name: context-init description: Create a new context file for a research Phase. Called once at Phase start to initialize the file that subsequent context-checkpoint calls will append to. Use this skill whenever a new research Phase begins and a fresh context file is needed. --- # Context Init Create a new context file for a research Phase. One file per Phase — subsequent checkpoints append to this file. ## When Called Once at the beginning of each research Phase, imported by the plan file: ``` step: "import context-management:context-init" ``` ## Execution Protocol ### Step 1: Get Timestamp Run the timestamp script to get the current time: ```bash python <context-management-repo-path>/scripts/timestamp.py ``` Output format: `yyyy-mm-dd-hh-mm` (e.g., `2026-05-16-14-30`) ### Step 2: Determine Topic Slug Based on the current Phase context, decide a topic slug: - Lowercase, hyphen-separated - Reflects the Phase name or research topic - Examples: `lit-survey`, `gap-analysis`, `protein-folding-ideation` ### Step 3: Create Context File Create the file at: `context/<timestamp>-<topic-slug>.md` Write the initial content: ```markdown # <Phase Topic> > Created: <yyyy-mm-dd hh:mm> > Topic: <Research Topic> > Phase: <Phase Name> ## Plan Context <Plan excerpt for this Phase: objectives, expected outputs, constraints, relationship to other Phases in the pipeline> ``` The Plan Context section should contain the relevant plan excerpt describing this Phase's goals, expected deliverables, and how it connects to the broader research pipeline. **No mid-paragraph line breaks**: Write each prose paragraph as a single continuous line. Do not insert newlines inside a paragraph to wrap it at a column width. Newlines are only for separating paragraphs, list items, headings, and fenced code blocks. This applies to the Plan Context written here and to all content appended later by context-checkpoint. ### Step 4: Initialize or Update INDEX.md If `context/INDEX.md` does not exist, create it: ```markdown # Context Index | File | Phase | Topic | Checkpoints | Last Updated | |------|-------|-------|-------------|--------------| ``` Add a new row for this file: ```markdown | <filename> | <Phase Name> | <Research Topic> | 0 | <yyyy-mm-dd hh:mm> | ``` ## Idempotency If a context file for the current Phase already exists (check INDEX.md for a matching Phase name created in the current session), skip creation and return the existing file path. ## Output The file path of the created (or existing) context file. This path is used by subsequent `context-checkpoint` calls within the same Phase.
More from yogsoth-ai/de-anthropocentric-research-engine
- abductive-hypothesis-generationStrategy: 面对异常的最佳解释推理
- ablation-brainstormRemove components one by one, observe system changes to reveal hidden dependencies and generate ideas from structural gaps.
- ablation-component-mappingMap system architecture to ablatable units for ablation studies
- ablation-designDesign ablation studies to isolate component contributions in ML systems
- ablation-executionRemove components one by one from a system, record the response/impact of each removal.
- abp-vulnerability-classificationClassify assumptions on 2 axes — load-bearing (how much conclusion depends on it) × vulnerable (how likely to be false). Focuses attention on High-Load × High-Vulnerable quadrant.
- abstraction-extractionExtract abstract principles from concrete domain cases. Strips domain-specific details to reveal transferable mechanisms.
- abstraction-ladderPerform bisociation at multiple abstraction levels
- abstraction-ladderingMove between concrete and abstract framings — 3 levels up (Why?) and 3 levels down (How?) to find the most productive research level.
- abstraction-to-designAbstract biological principle to design principle. Bridge from biology to engineering.