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Rules for writing clear, testable LLM prompts. Eliminates vagueness, enforces concrete output specs, grounding in source material, and deterministic verifiability. Gate before /review-prompt.
原文语言：英语
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grahama1970/agent-stack-public
SkillsMP 已收集 grahama1970/agent-stack-public 中的 341 个 Skill。打开任一 Skill 可查看来源和详情。
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已展示 40 / 341 个已收集 Skill。
skill
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Audit, sync, and update the public grahama.co site and resume surfaces from README.md and RESUME.md. Report-only audit detects drift between README's curated projects/inventory and site/content.json, plus live-site health; apply regenerates content.json from…
原文语言：英语
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Convert a product README into a source-controlled pitch-deck bundle and editable PPTX for Google Slides, PowerPoint for the web, Keynote, or other presentation editors; use when asked to make a deck from a README, create a pitch deck manifest, build…
原文语言：英语
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File-based inter-agent messaging with headless dispatch. Check inbox, send bugs/requests to other projects, automatically spawn headless agents to fix bugs, and track progress via task-monitor.
原文语言：英语
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Artifact-driven status surfaces for long-running project-agent work. Maintains status.json, events.jsonl, proof manifests, and a stale-aware STATUS.html so humans can tell where the agent is, what passed, what is still unproven, and what decision or action is…
原文语言：英语
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Agentic evaluation of skills using multi-trial fixtures, deterministic command assertions, trajectory checks, safety constraints, and evidence-backed readiness scoring. Use when users ask for agentic evals, multi-trial skill evaluation, skill trajectory…
原文语言：英语
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Generate and query the centralized agent identity registry. Scans .pi/agents/*/AGENTS.md, parses frontmatter, outputs agents-registry.json and optionally syncs to /memory for semantic search.
原文语言：英语
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Round-based context alignment before execution. Use when the human, project agent, WebGPT, scillm, ask, dogpile, memory, or project-knowledge may each hold different facts about a task; especially before ambiguous design, infographic, product workflow,…
原文语言：英语
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Flexible data science analytics for any dataset. Auto-discovers schema, recommends charts, exports to create-figure. Works with JSONL, JSON, CSV from any source.
原文语言：英语
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Reverse-engineer features from ELF binaries. Extracts CLI commands, state machines, protocols, Zod schemas, and data models. Automatically generates a /create-walkthrough prosecution brief with Mermaid diagrams. Uses /treesitter for AST analysis of bundled…
原文语言：英语
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Heavy-duty "No-Vibes" debugging and hardening orchestrator. Use this for complex, stubborn bugs where `review-code` has failed, or for "Red Teaming" (hardening) a codebase. Runs multiple agents in parallel (Thunderdome) using git worktree isolation.
原文语言：英语
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Multi-persona structured debate orchestrator. Personas research via /dogpile, consult colleagues via /ask, and argue toward nuanced synthesis on complex questions.
原文语言：英语
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Search arXiv for papers and extract knowledge into memory. Use `search` to find papers, `learn` to extract knowledge.
原文语言：英语
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Use when the user asks to query project memory, ask an oracle, use supported browser-backed reviewers, run Tau roundtable/single-handler workflows, ask Pi-native subagents from within Pi, run persona/deep-review workflows, generate image prompts, check…
原文语言：英语
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Step back and critically reassess project state. Use when asked to "assess", "step back", "fresh eyes", "check alignment", "sanity check", "health check", "prune documentation", or "evaluate what's working". Offers documentation pruning and doc-code alignment…
原文语言：英语
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Self-improvement workbench for /assistant. All the tools needed to diagnose, train, evaluate, and promote models in a continuous loop. The "warm pond" where /assistant evolves its own inference stack.
原文语言：英语
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Shared GPT + classifier inference gateway for persona monitor tasks. Routes validation and classification through a 4-tier cascade: heuristic → classifier → local GPT → scillm.
原文语言：英语
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Pre-flight validation and quality gates for batch LLM operations. ACTUALLY tests samples through LLM before burning tokens. Uses SPARTA contracts for DuckDB validation queries. Integrates with task-monitor for enforced quality gates.
原文语言：英语
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Generate post-run analysis reports for batch processing jobs. Analyzes manifests, timings, and failures to produce comprehensive markdown reports. Optionally sends to agent-inbox for cross-project communication.
原文语言：英语
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Red vs Blue team security competition orchestrator. Runs long-running overnight battles with 1000s of interactions, scoring, and insight generation.
原文语言：英语
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Standardized compliance QRA benchmarks against candidate LLMs
原文语言：英语
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Non-negotiable agent behavior rules. Covers: no silent failures, no error bypassing, no raw AQL, no direct imports, no parallel infrastructure, no swallowed exceptions, use existing skills, fix errors don't dodge them, transparency in verdicts, no simulated…
原文语言：英语
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Repo-specific ArangoDB best practices: leverage text_en analyzer (stop words, stemming, BM25), use AQL functions (LEVENSHTEIN_DISTANCE, TOKENS, NGRAM_SIMILARITY, COSINE_SIMILARITY), store domain knowledge in collections not Python code, and never duplicate DB…
原文语言：英语
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Advisory-first, evidence-grounded art direction and review rules for creating digital experiences that feel genuinely custom to one brand instead of template-derived. Use when a user asks for bespoke web design, a distinctive visual world, personality-led art…
原文语言：英语
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Keep Sparta Chat usable as a modern chat interface while preserving evidence-gated compliance semantics. Use when designing, reviewing, or implementing ChatWell, InlineEvidenceCase, EvidenceWorkspace, ArtifactPanel, distance modes, voice/qid interactions,…
原文语言：英语
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Best practices for designing, reviewing, and implementing operator chat, evidence chat, run-card chat, artifact-inspector chat, and compliance-review chat surfaces. Use when users ask for chat UX, operator console UX, agent run UX, evidence receipts, trace…
原文语言：英语
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Best practices for Chatterbox or Chatterbox-Turbo voice agents, especially interruptible Embry-style agents that run memory, search, LLM, or other long-running skills concurrently. Use when designing, reviewing, or coding a voice coordinator, async task…
原文语言：英语
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Best practices for leading Ask compete and bakeoff workflows. Use when a user asks for competing models, isolated candidate implementations, winner selection, feature harvesting, approach comparison, model bakeoffs, or a creator competition where $ask should…
原文语言：英语
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Best practices for conversational response behavior in voice-first agents: conversation tone, emotional steering, paralinguistic cue injection such as [laughter], wait/delay handling, interruption handling, identity-aware memory grounding, and…
原文语言：英语
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Automated COTS defense UX compliance scanner. Tests against WCAG 2.1 AA, Section 508, MIL-STD-1472H, and NIST 800-53 UI controls via CDP interaction + VLM visual analysis.
原文语言：英语
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D3.js visualization best practices for performant, responsive, accessible data visualizations. Covers data joins, scales, axes, transitions, responsive SVG, interaction patterns, and accessibility. Use when writing, reviewing, or refactoring D3 visualizations.
原文语言：英语
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Delivery-proof discipline for agents driving external effects: browser submits, pane messages, file writes, pushes, API calls. Use when an agent is about to claim something was sent, submitted, delivered, landed, or running; when a transport reports success…
原文语言：英语
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Product UX and design-practice guardrails for classifying design work, selecting applicable best-practices-* skills, preventing dashboard theater, defining mockup-first acceptance criteria, and deciding when to involve memory, dogpile, ask/scillm reviewers,…
原文语言：英语
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Evidence-first typography and font-system guidance for digital products, websites, portfolios, dashboards, and design systems. Use when choosing or changing fonts, pairing typefaces, auditing overused font warnings, creating meaningful typographic hierarchy,…
原文语言：英语
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Best practices for agent-resolved GitHub tickets, including bugs, feature requests, optimizations, maintenance, questions, and triage: filing contracts, route and subagent metadata, resolver leases, deterministic verification, review evidence, WebGPT…
原文语言：英语
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Repo-specific KDE/QML best practices for agentic coding: singleton design systems, property ordering, accessibility, performance (binding loops, delegate recycling), Plasma integration, and D-Bus patterns.
原文语言：英语
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Create, audit, and package AI-video-ready reference packs for Kling-style element binding. Use when users ask for Kling contact sheets, Kling-ready assets, element reference packs, character reference sheets, prop sheets, scene sheets, or consistent AI-video…
原文语言：英语
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Best practices for Ask one-shot runs: the same question to N seats concurrently, answers returned per seat with no consensus, no judge, and no quorum. Use when a user asks several models one question and wants to read each answer, when partial answers are…
原文语言：英语
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Deck ARCHITECTURE rules for building pitch decks from source material — measured from a real 263-slide corpus, not invented. Use when planning a deck's sections and slide sequence, when deciding which source images become slides, or when reviewing whether a…
原文语言：英语
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Best practices for orchestration-ready task files. Enforces adversarial testing, skill chain syntax, definition-of-done requirements, gate definitions, persona routing, and /model directives. Referenced by /plan and /review-plan.
原文语言：英语
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已展示 40 / 341 个已收集 Skill。