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sea

Plan abi SEA (Sparse Evidence Attention) self-learning work — evidence-augmented completion, 8-signal scorer, EMA modulator persistence, and constitution audit. Use when working on ai_learn / complete --learn / evidence recall. Routes to sea-learn-loop, abi-superpower-sea, abi-superpower-constitution, and sea-learning-controller.

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donaldfilimon/abi星标 19(GitHub 19 + cccskills 0)

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包含的文件(1)

  • SKILL.md1.7 KB

SKILL.md(原文)

安装前可以查看交给 AI 代理的指令内容。

sea

Entry point for abi's SEA self-learning loop (crates/abi-sea/src/). Routes:

You want to…Use
Drive abi complete --learn end-to-endsea-learn-loop
Deep-dive SEA scoring / adaptive modulationabi-superpower-sea
Constitution audit (observability-only)abi-superpower-constitution
Run learning or inspect the REPL's session-only /sea preferencesea-learning-controller

Facts that constrain any SEA plan

  • SEA = evidence-augmented self-learning completion with an 8-signal scorer + budgeted greedy selection. It classifies 7 task types; 3 currently apply non-baseline signal-weight deltas and 4 retain the baseline weights.
  • AdaptiveModulator weights (EMA, alpha=0.3, key modulator:weights) persist in WDBX only on the --learn/SEA path. Plain complete re-runs sentiment each turn with no EMA persistence.
  • Constitution audit (6 principles) is observability-only, not a gate — sets audit_passed / audit_vetoed / escore, warns via std.log on violation, but complete / run still return the response. Safety+privacy hard-veto only when either < 0.5.
  • The live EMA path runs through abi-sea::run_learn_loop; there is no separate public adaptive-routing command.

Honest boundary

No accuracy / energy / learning-gain claims without a repo benchmark.

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同一仓库的技能

Maintain the Abbey / Aviva / Abi Discord system prompts in the Rust abbey-bot (`src/ask.rs`) and keep the hosted Grok bots (Grok Bot Abbey, Aviva Grok) in step with them. Use when the user says "improve grok bots", "abbey prompt", "persona prompt", "ask.rs", "system prompt", "tip floor", asks to change how Abbey/Aviva/Abi speak on Discord, or after an abbey-bot PR merges and the hosted bot's tip floor needs bumping. Runs as /abbey-system-prompt.

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donaldfilimon/abi192026年10月27日 更新

Validate ABI docs and external collateral against repo evidence and docs/contracts/external-claims-audit.mdx. Use when auditing claims, scanning docs for unsupported QPS/sharding/FHE/AES language, checking one claim before publish, or re-confirming the external-claims audit. Agent procedure only — not a CLI or slash command. Pair with abi-doc-claims-sync when editing docs.

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donaldfilimon/abi192026年10月27日 更新

Synchronize ABI Markdown and docs claims with executable behavior. Use before editing README, AGENTS.md, CLAUDE.md, GEMINI.md, docs/**/*.mdx, walkthroughs, changelogs, or any old ABI Markdown that mentions WDBX, MCP, GPU, clustering, compression, FHE, agents, or benchmarks.

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donaldfilimon/abi192026年10月27日 更新

Plan and execute ABI repo work from the TODO board, roadmap/spec docs, stable Rust 1.99.1 constraints, and validation gates. Use when the user asks to find ABI todos/roadmaps, organize a large implementation from tasks/todo.md, or decide the next safe work slice. Distinct from the goals skill — that skill owns the persistent ledger tasks/goals.md; this skill plans from the active board and north-star specs.

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donaldfilimon/abi192026年10月27日 更新

Validate ABI MCP JSON-RPC stdio and its custom loopback HTTP compatibility endpoint, including auth, limits, notifications, and shutdown.

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donaldfilimon/abi192026年10月27日 更新

Review ABI's 16 compiled-in plugin fixtures, manifest validation, manual bundled registry, and real CLI/MCP run dispatch without claiming dynamic loading.

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donaldfilimon/abi192026年10月27日 更新

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