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summarize-manual

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

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Lingtai-AI/lingtai-kernel
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9 septembre 2026 à 03:35
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SKILL.md
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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.
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