开发技能

Manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling.

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Structured self-debugging workflow for AI agent failures using capture, diagnosis, contained recovery, and introspection reports.

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Adversarial code review that breaks the self-review monoculture.

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Search academic references for a manuscript and export them to a verified refs CSV, then optionally hand off to cec-sheet. Claims are decomposed into conditions that define when to stop; references are found by keyword search (Mode A targeted / Mode B agentic via Codex CLI, run as two independent search routes) and by citation chaining (Mode C — backward refs, forward citations, similar articles, same author, and reference lists of OA full text/PDF, imozuru-style). All paths end in bundled deterministic tools (scripts/pubmed_search.py, scripts/citation_chain.py) that fetch bibliography live from PubMed, so PMIDs are never fabricated, and each supporting sentence is machine-verified verbatim against the fetched abstract. Triggers: "論文検索", "文献検索", "文脈検索", "コンテキスト検索", "原稿の引用を探して", "原典を探して", "芋づる", "引用をたどって", "被引用", "孫引き", "refs.csv", "codex-refs", "/codex-refs".

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Detect Git remote URL for GitHub integration

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Identify underspecified areas in the current feature spec by asking up to 5 highly targeted clarification questions and encoding answers back into the spec.

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Build and create a git commit following this repository's established message format. Use when the user asks to "commit", "commit all changes", "commit and document", or similar. Also applicable when any agent (gemini-cli, codex, qwen, opencode, claude-code) needs to stage and commit a set of changes with a properly structured message.

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Create a feature branch with sequential or timestamp numbering

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Auto-commit changes after a Spec Kit command completes

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Initialize a Git repository with an initial commit

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Validate current branch follows feature branch naming conventions

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Draft or refine the implementation checklist from specs and current code

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Rebase onto latest upstream, checking for soft conflicts

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Pull remote changes and reconcile with local work, checking for soft conflicts

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Review code changes on this card for likely bugs, regressions, and missed edges

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Drive the card's Review Hero loop by hand — trigger a review, address its comments, rerun until clean, then merge. Use in an external tool (Claude Code, Cursor) where Workhorse's automated loop isn't running.

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Manage Trello boards, lists, and cards via the Trello REST API.

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Integrate Honcho memory and social cognition into existing Python or TypeScript codebases. Use when adding Honcho SDK, setting up peers, configuring sessions, implementing the dialectic chat endpoint for AI agents, or wiring Honcho into bot frameworks (nanobot, openclaw, picoclaw, etc).

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Use when the user wants to run, monitor, or debug the SolanaOS Seeker daemon and Telegram command flow

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Secure Solana wallet generation using official Solana Labs libraries — Ed25519 keypairs, memory zeroization, vanity address generation, offline-only operation, and multi-language implementations (Rust, TypeScript, Bash).

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Solana development patterns used in the Pump SDK — Anchor IDL-based program interaction, SPL Token and Token-2022 management, transaction construction with instruction composition, RPC batching, and cross-program coordination.

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Metaplex development on Solana — NFTs, tokens, compressed NFTs, candy machines, token launches. Use when working with Token Metadata, Core, Bubblegum, Candy Machine, Genesis, or the mplx CLI.

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Volume-based PUMP token reward system with day-indexed epochs, pro-rata distribution, accumulator tracking, and cross-program claiming on Solana.

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Use the ClawHub CLI to search, install, update, and publish agent skills from clawhub.com. Use when you need to fetch new skills on the fly, sync installed skills to latest or a specific version, or publish new/updated skill folders with the npm-installed clawhub CLI.

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