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Meta-skill that watches your work sessions, captures corrections and judgment calls, and turns them into skill improvements automatically. Use during any task-oriented session to build and improve your skill library over time. Activates automatically when you begin multi-step work.
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。
基于 SOC 职业分类
Extracts full article text and metadata from web pages, then produces a clean structured summary with key claims, supporting evidence, author stance, and original source link. Use when researching a topic, fact-checking a claim, saving content for reference, or comparing coverage across multiple sources.
Guides you through building new Claude skills with a structured Q&A process. Use when you want to create a new skill from scratch, improve an existing one, or turn a repeated workflow into a reusable skill. Produces a ready-to-upload SKILL.md file.
Writes clear, appropriately-toned internal communications including project status updates, company newsletters, all-hands summaries, incident reports, FAQs, onboarding docs, and team announcements. Use when writing anything meant for a colleague, team, or company-wide audience.
Identifies and qualifies high-quality leads by analyzing your product or service, searching for target companies and contacts, and providing actionable outreach strategies. Use when building a prospect list, preparing for outbound sales, researching a target account before a call, or building an ICP (Ideal Customer Profile).
Implements and evaluates software design patterns including Clean Architecture, SOLID principles, domain-driven design, and system design best practices. Use when designing new systems, refactoring existing code, evaluating architectural trade-offs, or learning design patterns through concrete examples.
Analyzes meeting transcripts to surface behavioral patterns, extract decisions, flag unresolved issues, and identify follow-up actions. Use after any meeting where you have a transcript or detailed notes — especially useful for 1:1s, team syncs, retrospectives, and customer calls.
| name | task-observer |
| description | Meta-skill that watches your work sessions, captures corrections and judgment calls, and turns them into skill improvements automatically. Use during any task-oriented session to build and improve your skill library over time. Activates automatically when you begin multi-step work. |
A meta-skill that runs quietly alongside your work, notices what's working and what isn't, and produces structured improvement recommendations for your entire skill library — including itself.
During any work session, the observer watches for three signals:
At the end of each session, it produces a structured observation log with specific, actionable improvement suggestions.
No setup required. Simply work normally. At the end of a session, say:
"Summarise your observations from this session."
The observer will produce a log like:
OBSERVATION LOG — [date]
Session type: [e.g., content writing, code review, research]
CORRECTIONS NOTICED
- [Skill affected]: [What was corrected] → [Suggested improvement]
GAPS IDENTIFIED
- [Task pattern]: [Description] → [Candidate skill name + draft]
SELF-IMPROVEMENTS
- [Observer methodology note]
Cowork / Claude Code: Observer writes logs to the filesystem so improvements persist between sessions.
Claude.ai web: Observer produces a handoff document at session end. Copy it and use it to update your skills manually.
The observer never modifies skills directly. Review each suggestion and apply only the ones you agree with. You stay in control.
Correction detected:
User asked for a formal email, corrected Claude's casual opener → Observer notes:
internal-commsskill needs a tone selector.
Gap detected:
User manually formatted a table three times → Observer drafts a
table-formatterskill candidate.
Self-improvement:
Observer triggered too eagerly on a simple Q&A → Adds note to only activate during task-oriented sessions with 3+ steps.
skill-creator to polish it before uploadingInspired by rebelytics/one-skill-to-rule-them-all. Licensed CC BY 4.0.