القائمة
Analyze datasets to discover patterns and generate insights
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
Close a PROJECT_PLAN with verifiable-assertion gate (V-tests + commits + retrospective), deferred-surface scan for next-plan handoff, and status transition (ACTIVE → COMPLETE / CLOSED / ABANDONED / SUPERSEDED). Strict counterpart to /aget-create-project (D71 Layer 2). Closes asymmetric verb-pair gap at PROJECT_PLAN lifecycle.
Commit a selected candidate goal into a durable, governed Goal artifact. The D71-Strict singular committer of the propose-goals→create-goal verb pair (L1067/L1085). Two-tier (REQ-3): committed goals = a structured section in governance/GOALS.md; aspirational = agent-internal .aget/goals/aspirational.jsonl. Direct authoring of a committed-Goal section is PROHIBITED once this skill is invoked. Implements AGET_GOAL_SPEC v0.2.0 (CAP-GOAL-001..011).
Scaffold approved initiative manifests at planning/initiatives/INIT-*.md. Mirrors /aget-create-project STRICT (D71 Layer 2) — direct Write/Edit to planning/initiatives/ is PROHIBITED once this skill is invoked. Implements SOP_initiative.md (graduated procedure) + future AGET_INITIATIVE_SPEC. Consumes PROPOSAL_init_*.md substrate produced by /aget-propose-initiative.
Create lightweight initiative proposals (PROPOSAL_init_*.md) before full INIT-*.md scaffolding. Follows 'propose -> review -> approve -> create' governance pattern. Advisory enforcement. Implements AGET_INITIATIVE_SPEC v1.0.1 CAP-INIT-PROP-001..012.
Record principal authorization (GO) with Healthy Friction enforcement of the principle-triad (spec+verify-first, coherence-next, evidence-driven); release agent execution within authorized scope. Authorization-only — does not execute the authorized work.
Generate standalone narrative documents from session artifacts, optimized for a target consumption medium (NotebookLM, slides, memo, share-draft). Use when the user says "create briefing", "create a briefing for NotebookLM", "make this listenable", "summarize session for [medium]", "prepare a listen", "brief me on [topic]", or "create a summary I can share".
| name | aget-analyze-data |
| description | Analyze datasets to discover patterns and generate insights |
| archetype | analyst |
| allowed-tools | ["Bash","Read","Glob","Grep"] |
Perform analysis on datasets to discover patterns, trends, and anomalies. Generate actionable insights from data.
When this skill is invoked:
Profile the Dataset
Compute Statistics
Discover Patterns
Generate Insights
## Data Analysis: [Dataset/Topic]
### Dataset Profile
| Attribute | Value |
|-----------|-------|
| Records | [N] |
| Fields | [N] |
| Date Range | [Start - End] |
| Quality | [Good/Fair/Poor] |
### Key Statistics
| Field | Type | Summary |
|-------|------|---------|
| [Field 1] | Numeric | Mean: X, Median: Y, Range: [A-B] |
| [Field 2] | Categorical | Top: [Value] (N%), [Value] (N%) |
### Patterns Discovered
1. **[Pattern Name]**: [Description]
- Evidence: [Data points supporting this]
- Confidence: [High/Medium/Low]
### Anomalies
- [Anomaly 1]: [Description and potential significance]
### Actionable Insights
1. **[Insight]**: [Recommended action based on finding]
### Limitations
- [Limitation 1]: [How it affects conclusions]