Skip to main content

summarize-manual

Operational guide for recording tool-result summaries, applying them with a full rebuild, recovering raw evidence, and choosing summarize versus molt.

설치로 이동

소스 정보

저장소
Lingtai-AI/lingtai-kernel
최근 소스 활동
2026년 9월 9일 03:35
감지된 SKILL.md 언어
영어
스타
11
포크
14

설치 방법

기본적으로 소스를 먼저 확인하는 Prompt가 선택됩니다. 직접 명령으로 전환하거나 로컬 사본을 다운로드할 수도 있습니다.

소스 파일 검토

설치 여부를 결정하기 전에 SKILL.md와 SkillsMP에 표시된 보조 파일을 읽어 보세요.

SKILL.md 표시 중

SKILL.md
소스 지침 · 읽기 전용 미리보기
name
summarize-manual
description
Operational guide for recording tool-result summaries, applying them with a full rebuild, recovering raw evidence, and choosing summarize versus molt.
last_changed_at
2026-09-08T00:00:00Z
related_files
["src/lingtai/intrinsic_skills/system-manual/SKILL.md","src/lingtai/tools/system/summarize.py","src/lingtai/prompts/meta_guidance/catalog/summarize_best_practice.md","src/lingtai/prompts/meta_guidance/catalog/summarize_reconstruction_threshold.md"]
maintenance
Tracks the summarize-manual topic it documents; update when that integration changes.
# Summarize Manual Use this reference after you have inspected a bulky tool result and know what a future turn must retain, or when current Context guidance asks you to compact consumed results. It is the focused procedure; resident `meta_guidance` remains the source for current pressure timing. ## Choose the operation - `context(action="summarize")` is **record-only**. It replaces selected prior tool-result blocks in runtime history with your agent-authored summaries, marks them pending, and preserves the raw event for recovery. The active provider continuation may still carry the raw block. - `context(action="rebuild")` is the one active application path. It first re-reads and recomposes **all** canonical prompt sources, then records/applies supplied and pending summaries, then requests provider replay with the new prompt and history. Bare `input={}` is valid, including with no pending summaries. - `context(action="molt")` is the whole-session boundary. Choose it when pressure, an explicit human reset request, or conversation confusion makes a fresh briefing worthwhile; do not use it as task-completion housekeeping. The root `summarize` boolean is a separate generic result-presentation control. It is not the `context` action, is not an item-list input, and does not apply a recorded summary to provider context. The action/schema descriptions are authoritative for fields and requiredness. ## A-priori root result summaries Before a call, root `summarize=true` requests a generated, noncanonical, lossy summary; put the retention specification in `reasoning` and preserve its `raw_locator` (and producer ID) for recovery. If generation fails, it is fail-closed: no raw payload is returned, so rerun narrowly or with `summarize=false`. Check `summary_effect.prev_chars`, `after_chars`, and `saved_chars`; weak savings are a lesson to sharpen the retention specification or choose a narrower call. ## Record a summary Summarize only a completed result you have read. Pick targets from the newest `_meta.agent_meta.agent_state.current_tool_result_chars.top_results` IDs. In each item, `tool_call_id` is the producer call ID, not the visible `_tool_call_id` event reference; preserve any `raw_locator` or spill path. Preserve the conclusion, evidence or error, paths/URLs/IDs, validation status, risks, and next step—enough to decide whether the raw result must be reopened. Batch several already-digested results when useful: ```json { "action": "summarize", "input": { "items": [ {"tool_call_id": "call_abc123", "summary": "Conclusion, evidence, anchors, risks, and next step."} ] }, "reasoning": "Keep the evidence and recovery anchor needed by the next turn." } ``` Recording is not durable-store authoring and does not rebuild. Do not summarize text that still needs exact inspection, quotation, patching, or comparison. If the result is still ambiguous, reopen it first. ## Apply and recover Call one `context(action="rebuild", input={})` when making recorded summaries or a durable prompt-source edit active is worth a provider replay. Reconstruction is deliberately delayed for cache efficiency; do not loop summarize/rebuild calls. If composition fails, the Context contract leaves summaries unapplied and reports the reconstruction error. The rebuild receipt reports the provider round that requested the rebuild; post-rebuild context usage does not exist yet in that receipt. Observe it on the next provider round. Keep the original `tool_call_id` in any summary. The normal fallback is a narrow JSONL search: ```bash rg 'call_abc123' <workdir>/logs/events.jsonl ``` For a spilled result, preserve and reopen its `tmp/tool-results/` path. Use `system(action="manual", input={}, reasoning="load System routes")` for settings, cache-miss budget ownership, and current automatic threshold details; this reference does not duplicate System-owned numbers or configuration procedures. When the current pressure reminder is active, follow the resident cadence: make at most one useful summarize/rebuild pass, then stop repeating it and molt deliberately if the context remains too high. The pressure reminder is a decision aid, not an automatic molt order. A deliberate molt still requires the Context manual's journal gate and concise successor handoff.
GitHub에서 보기