<What it does, one line>. Trigger phrases: <phrases>.
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**WORKFLOW SKILL** — Persist analysis so it survives context compression and chains between tasks. USE FOR: any task whose decisions affect future work — features, refactors, architecture changes, integrations. Produces a lightweight Task Analysis Map that externalizes intent, decisions, and chain context. Use to document decisions, create continuity, prevent context loss, bridge tasks, externalize reasoning. DO NOT USE FOR: quick intent validation (use task-intent), deep structured analysis (use contextação).
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安装前可以查看交给 AI 代理的指令内容。
Everything an agent analyzes lives in the context window. When the window compresses (long conversations, session boundaries, model switching), relevant information is silently lost. Each task starts from zero. Previous decisions, assumptions, and reasoning evaporate.
You exist to make analysis survive.
Not every task needs a map. Produce one when:
Do NOT produce a map for: renames, typo fixes, simple dependency updates, formatting changes.
Produce this as a markdown file in the project (location agreed with user, default: docs/maps/):
If task-intent was already applied, reuse its Success Condition output in the Intent section — do not re-derive it.
## Task: [brief description]
Related: [link to previous map if this continues earlier work]
### Intent
- WHY: [what caused this request — the root problem]
- WHAT FOR: [broader purpose it serves]
- FOR WHOM: [who receives the solution]
### Key Decisions
| Decision | Why this over alternatives | Verified? |
|----------|--------------------------|:---------:|
| ... | ... | ✅/⚠️ |
> Mark each decision: ✅ = based on verified facts (docs read, code checked, spec confirmed). ⚠️ = based on assumption or memory — flag for future verification.
### Done When
- [ ] [concrete, verifiable criterion derived from intent]
- [ ] [...]
### For Next
[What the NEXT task in this area needs to know.
Constraints introduced. Assumptions made.
What should be re-validated if context changes.]
| Task impact | What to write |
|---|---|
| Moderate (feature, refactor) | Intent + Key Decisions + Done When |
| High (architecture, migration, integration) | Full map including For Next |
| Series of related tasks | Full map — For Next is critical |
Each map's For Next section becomes the starting context for the next related task. This creates a living thread:
Map #1 (auth module) → For Next: "Uses JWT with refresh. No rate limiting yet."
↓
Map #2 (rate limiting) → reads #1's chain → starts informed
→ For Next: "Sliding window. Shares Redis with sessions."
↓
Map #3 (session optimization) → reads #2's chain → knows Redis constraint
Without the chain, Map #3 might propose a Redis-heavy solution that conflicts with the constraint discovered in Map #2. With the chain, the agent starts informed.
| Pitfall | Consequence | |
|---|---|---|
| ❌ | Writing a map for a typo fix or rename | Overhead exceeds value. Maps are for decisions that constrain future work. |
| ❌ | "Decided to use PostgreSQL" (no reasoning) | Next agent doesn't know WHY → might reverse the decision or conflict with it. |
| ❌ | Marking a decision ✅ without actually checking the source | Poisons the chain. Every future task trusts a lie. |
| ❌ | Skipping "For Next" on a multi-task series | Chain breaks. Next task starts from zero, re-discovers constraints the hard way. |
| ❌ | Writing a 500-line map for a 10-line change | Map should be proportional to the task's impact, not a documentation exercise. |
| ✅ | "Chose JWT because: stateless, works with our API gateway, team familiar" | Next agent inherits the reasoning and can validate or extend. |
| ✅ | "For Next: Redis is shared with rate limiter. Don't add heavy caching without checking memory limits." | Prevents the next task from accidentally breaking the constraint. |
| ✅ | Linking to Map #1 when Map #2 continues the same work area | Creates a traceable decision chain across sessions. |
docs/maps/. Ask if they prefer a different location. Use kebab-case filenames: docs/maps/auth-module.md.docs/maps/ for the most recent map related to the current area. Read its For Next section and summarize what the current task inherits.还没有评价。欢迎分享你的使用感受。
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<What it does, one line>. Trigger phrases: <phrases>.
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Use this skill whenever the user wants to create or improve a presentation for an academic context — conference papers, seminar talks, thesis defenses, grant briefings, lab meetings, invited lectures, or any presentation where the audience will evaluate reasoning and evidence. Triggers include: 'conference talk', 'seminar slides', 'thesis defense', 'research presentation', 'academic deck', 'academic presentation'. Also triggers when the user asks to 'make slides' in combination with academic content (e.g., 'make slides for my paper on X', 'create a presentation for my dissertation defense', 'build a deck for my grant proposal'). This skill governs CONTENT and STRUCTURE decisions. For the technical work of creating or editing the .pptx file itself, also read the pptx SKILL.md.
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Shortest English alias for web-adapt / universal-web-adaptation. Use this when adapting an unfamiliar public website generically before creating any site-specific rules.
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Use this skill to audit CLI adapter projects (like opencli) for missing output fields, then batch-generate fixes and submit PRs. Turns AI agents into adapter quality reviewers.
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Operate professional paid advertising across Google, Meta, YouTube, LinkedIn, TikTok, Microsoft, Apple, Amazon, Reddit, Pinterest, Snapchat, and X. Use for account intake, source-grounded audits, strategy, budget and measurement planning, creative production, experiments, reporting, monitoring, and explicitly approved campaign changes. Also trigger on PPC, paid social, retail media, attribution, tracking, landing pages, cross-platform conversion totals, negative keywords or search terms, beta-feature scoring, stale platform claims, API-token or credential setup, campaign deletion, and safe Claude Ads installation or uninstall.
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Audit Amazon Ads profiles, regions, Sponsored Products, Sponsored Brands, Sponsored Display, DSP, portfolios, targeting, search terms, retail readiness, creative, budgets, ACOS, TACOS, reporting, and policy. Use for Amazon Ads, sponsored ads, Amazon PPC, ACOS, TACOS, ASIN advertising, Amazon DSP, or retail-media optimization.
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