让 Agent 自动生成 400–600 字的第一人称反思日记,并跟踪金句、决策与心情趋势。
记忆
Chronos
试用Gives AI coding agents temporal awareness via a hook-backed ledger and decision rules. Activates whenever an agent reasons about recency, retry windows, memory staleness, deploy cooldowns, idle detection, or any "when / how long ago" question. Required for autonomous or long-running agents.
它能做什么
Gives AI coding agents temporal awareness via a hook-backed ledger and decision rules. Activates whenever an agent reasons about recency, retry windows, memory staleness, deploy cooldowns, idle detection, or any "when / how long ago" question. Required for autonomous or long-running agents.
技能文档
Chronos — Time Awareness for Agents
You are not temporally blind. Stop guessing "when" and "how long ago". You have a ledger. Use it.
What chronos gives you
When the host platform supports hooks (Claude Code, Codex, OpenCode-plugin), chronos populates three sources of truth:
-
SessionStart baseline — injected into your context at session start:
now_utc— ISO-8601 UTCnow_local— ISO-8601 with offsettz— timezone name + offsetledger— absolute path to this session's JSONL tool-use ledgerstate— absolute path to this session's state filesession— session ID
-
Per-turn delta — injected on every user message:
now,turn,session_duration,since_last_user
-
Tool-use ledger — JSONL file, one entry per tool invocation:
{tool_use_id, tool, args_hash, started_at, finished_at, duration_ms, success}
If the host platform does not support hooks (Cursor, Hermes, ADAL, plain skill-only mode), chronos degrades: run date -u or date -Iseconds at decision points and state explicitly "derived from shell, not ledger".
When to consult time — 7 triggers
1. Before retrying a failed command
Read the ledger for the same tool + args_hash.
- If the last failure was
< 60sago with the same args, change strategy — don't re-run identically. - If
60s – 10min, consider one retry with a rationale. - If
> 10min, circumstances may have changed; re-run is reasonable.
Deploy cooldowns: the same rule applies to deployments and pushes. If the last deploy failed under 60s ago, check logs and fix config before re-deploying. Don't re-trigger a broken pipeline without a changed state.
2. Before trusting memory, a cached finding, or a prior read
Staleness thresholds by source:
| Source | Stale after | Action when stale |
|---|---|---|
git status, running processes, env vars | 5 min (same session) | Re-query |
| File contents previously Read | 1 hr OR any write to that path since Read | Re-Read |
| Persistent memory (MemPalace, KG facts) | 7 days since last write | Re-verify before use |
| External API responses (prices, PR status, issues) | 5 min | Re-fetch |
| Build/test results | After any source change since that run | Re-run |
| LLM's own prior claim ("earlier I saw...") | Always verify against ledger | Consult ledger |
3. Before reporting progress or writing a summary
Use session_duration to pick verbosity:
< 5 min— terse answer, no recap.5 – 30 min— one-paragraph summary of what changed.> 30 min— structured recap with timestamped milestones from the ledger.
4. Before running a long or destructive command
Scan the ledger for the same tool recently. If the last 3 duration_ms values for that tool are growing (e.g. each > 2× the previous median), something is degrading. Surface it, don't silently wait.
5. Idle-loop detection (autonomous mode)
Whenever since_last_user exceeds the idle threshold (default 900s / 15 min, configurable via CHRONOS_IDLE_THRESHOLD_SEC) and you are still in an autonomous loop: pause. Summarize progress, list pending decisions, ask for direction. This prevents silent runaway.
For explicit autonomous loops (/loop, /autonomous), the threshold may be higher — but always escalate when session_duration > 2h without user input.
6. Before any "wait" / "in a few minutes" / "just now" statement
Replace imprecise language with a concrete delta from the ledger:
-
❌ "Just tried that."
-
✅ "Last attempt was 47s ago (tool_use_id abc123, failed with EACCES)."
-
❌ "Let's wait a moment."
-
✅ "Retry at 2026-04-23T20:45:00Z (+3 min from now)."
7. Date or time questions
Never guess. In order of preference:
- Read
now_utc/now_localfrom the SessionStart context ifsession_duration < 10 min. - Read latest
finished_atin the ledger if< 10 minago. - Run
date -u +"%Y-%m-%dT%H:%M:%SZ"fresh.
How to read the ledger
Ledger path is injected as ledger: in SessionStart context.
One line = one event (JSONL, append-only). Latest line for a given tool_use_id wins.
# Last 10 events
tail -n 10 "$LEDGER_PATH"
# Events in last 10 minutes (helper script)
./scripts/ledger_read.sh --since 10m
# Events for a specific tool in last hour
./scripts/ledger_read.sh --tool Bash --since 1h
# Last duration for a specific args_hash
./scripts/ledger_read.sh --tool Bash --args-hash abc123 --last
Entry shape:
{"tool_use_id":"abc","tool":"Bash","args_hash":"f0e1","started_at":"2026-04-23T20:00:00Z"}
{"tool_use_id":"abc","tool":"Bash","args_hash":"f0e1","finished_at":"2026-04-23T20:00:12Z","duration_ms":12034,"success":true}
Two lines per tool call: one on PreToolUse (started_at), one on PostToolUse (finished_at + duration). This is deliberate — async writes avoid adding latency.
args_hash is written by the PreToolUse hook: SHA-256 of the serialized tool arguments, first 12 hex characters. Filter the ledger by it to identify identical repeated calls. Do not compute it yourself — read it from the ledger only.
Failure modes to avoid
- Do not re-derive elapsed time by counting messages or turns. Use wall clock from ledger.
- Do not trust your own prior claim of "just now" from earlier in context. Ledger is the source of truth.
- Do not issue "try again in a few minutes" without a concrete ISO timestamp or delta.
- Do not silently hang in autonomous mode. Trigger #5 always applies.
- Do not assume the ledger exists. Check for
ledger:in your context first; degrade todate -uif absent.
Degraded mode (no hooks platform)
If you don't see chronos baseline in your context, the host platform doesn't support hooks. You still follow the decision rules — just swap ledger reads for:
- Current time:
date -u +"%Y-%m-%dT%H:%M:%SZ"(bash) orGet-Date -AsUTC -Format o(pwsh) - File mtime:
stat -c %Y(bash) or(Get-Item ).LastWriteTimeUtc(pwsh) - Git age:
git log -1 --format=%cIfor last-commit ISO timestamp
State this explicitly: "No ledger on this platform; I'm using date -u as fallback."
Install / wiring
See installers// for platform-specific setup:
claude-code/— full hook stack (5 events)codex/— full hook stack (PreToolUse matches Bash only)opencode/— TS plugin writes ledger; read vialedger_read.shcursor/— rules-only degraded modehermes/,adal/,pi/,openclaw/— SKILL-only ports
Why this matters
From arxiv 2510.23853 "Your LLM Agents are Temporally Blind" (Oct 2025): even when timestamps are present in context, the best frontier models achieve only 65% alignment with human temporal judgment. Timestamps appear in fewer than 4% of reasoning traces. The fix is not more plumbing — it's explicit decision rules that make the agent look at the clock at the right moments.
This SKILL.md is those rules.
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