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Automated harness-observability audit found a gap for openclaw.
- Harness exposes: Gateway JSONL log records carry log level (info/warn/error/debug) and subsystem name as first-class
structured ...
automated
harness-gap
observability
runtime:openclaw
severity:medium
triaged
Automated harness-observability audit found a gap for openclaw.
- Harness exposes: Harness now emits a dedicated first-assistant-event trace to measure time-to-first-response latency
(#91568); slow-reply ...
automated
enhancement
harness-gap
observability
runtime:openclaw
severity:medium
triaged
Several metadata tests still exercise Security Manager-only code paths by passing startup flags such as
-Djava.security.manager=allow or -Djava.security.manager=default from their test build.gradle files. ...
bug
Task
Extend src/tag/controller.py with all helper functions and command implementations for PRD-011 through PRD-020.
Functions to add
PRD-011 plugin
- _safe_profile_path(base, profile) — path traversal ...
Task
Create src/tag/context.py — helpers for monitoring and compressing agent context windows.
Functions
- get_context_size(hermes_bin_path, profile_home) - dict — runs hermes prompt-size --json
...
Task
Create src/tag/ci.py — utilities for GitHub PR interaction and CI log analysis.
Functions
- fetch_pr_diff(repo, pr_number) - str — via gh pr diff
- fetch_pr_metadata(repo, pr_number) - dict ...
Task
Create src/tag/shell_mode.py — the interactive natural-language REPL for TAG.
Components
- SHELL_COMMANDS dict — slash command registry
- TASK_CLASSIFIER_PROMPT — system prompt for LLM classification ...
배경
현재 수집 진행도 = 도달 ending 노드 수 / 전체 ending 노드 수. 시나리오당 ending 노드가 ~240개라 100% 달성이 사실상 불가하고 FULL_COLLECTION(임계값 1.0) 업적도 달성
불가.
ending_classifier가 부여한 결말 유형(ending_category) 기준으로 전환한다. 시드 6개 모두 유형이 정확히 ...
enhancement
in progress
Task
Create src/tag/tracing.py — a lightweight span-based tracing module for TAG agent runs.
Public API
- Span dataclass with all fields
- open_span(trace_id, name, profile, model_id, parent_id) ...
Task
Create a GitHub Actions workflow template that enables automated AI code review on every pull request.
Contents
- Triggers on PR opened/synchronized/reopened
- Runs tag review-pr --repo ... ...

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