Compare commits
2 commits
c7e6438398
...
b504977853
| Author | SHA1 | Date | |
|---|---|---|---|
| b504977853 | |||
| 8ced108f74 |
2 changed files with 148 additions and 1 deletions
64
README.md
64
README.md
|
|
@ -4,6 +4,14 @@ Modular LLM API quota and usage visibility tool. Extracts rate-limit and usage d
|
||||||
|
|
||||||
**Why it exists:** team-vigilio hit its 7-day rate limit (9+ days of 429s). api-ateam ran out of credit mid-session. We kept flying blind. This tool surfaces quota health before the failure.
|
**Why it exists:** team-vigilio hit its 7-day rate limit (9+ days of 429s). api-ateam ran out of credit mid-session. We kept flying blind. This tool surfaces quota health before the failure.
|
||||||
|
|
||||||
|
## Quick start
|
||||||
|
|
||||||
|
```bash
|
||||||
|
node monitor.js # run now — human-readable output + log
|
||||||
|
node analyze.js # analyze accumulated logs — burn rates, rotation
|
||||||
|
~/os/token-status.sh # what Vigilio's wake prompt sees (automated path)
|
||||||
|
```
|
||||||
|
|
||||||
## Usage
|
## Usage
|
||||||
|
|
||||||
```bash
|
```bash
|
||||||
|
|
@ -14,6 +22,29 @@ node monitor.js --provider team-nadja # single provider
|
||||||
node monitor.js --no-log # suppress log file write
|
node monitor.js --no-log # suppress log file write
|
||||||
```
|
```
|
||||||
|
|
||||||
|
## Analysis
|
||||||
|
|
||||||
|
```bash
|
||||||
|
node analyze.js # full report
|
||||||
|
node analyze.js --burn-rate # burn rate per account
|
||||||
|
node analyze.js --weekly # weekly budget reconstruction
|
||||||
|
node analyze.js --stagger # reset schedule (next 48h)
|
||||||
|
node analyze.js --rotation # rotation recommendation
|
||||||
|
node analyze.js --json # JSON output (all sections)
|
||||||
|
node analyze.js --provider team-nadja # filter to one provider
|
||||||
|
node analyze.js --prune [--dry-run] # archive and prune logs > 30 days
|
||||||
|
```
|
||||||
|
|
||||||
|
**Burn Rate** — delta analysis of 7d utilization over time, projected exhaustion at current rate.
|
||||||
|
|
||||||
|
**Reset Schedule** — providers resetting within the next 48 hours, sorted ascending by time to reset.
|
||||||
|
|
||||||
|
**Weekly Reconstruction** — peak and average 7d utilization per provider per ISO week. Shows exhaustion events.
|
||||||
|
|
||||||
|
**Rotation Recommendation** — ranked provider list by headroom, deprioritizing maxed/rejected/invalid-key accounts.
|
||||||
|
|
||||||
|
**Underspend Alerts** — active accounts with ≥ 40% of 5h window unused and < 2h until reset.
|
||||||
|
|
||||||
## Example output
|
## Example output
|
||||||
|
|
||||||
```
|
```
|
||||||
|
|
@ -80,6 +111,8 @@ Overall: 1 CRITICAL, 3 OK, 3 UNKNOWN
|
||||||
| team-vigilio, team-ludo, team-molto, team-nadja, team-buio | Anthropic Teams (direct) | 5h/7d utilization (0–100%), status, reset countdown, severity |
|
| team-vigilio, team-ludo, team-molto, team-nadja, team-buio | Anthropic Teams (direct) | 5h/7d utilization (0–100%), status, reset countdown, severity |
|
||||||
| shelley-proxy | Shelley/exe.dev proxy | Token headroom, request headroom, per-call USD cost |
|
| shelley-proxy | Shelley/exe.dev proxy | Token headroom, request headroom, per-call USD cost |
|
||||||
| api-ateam | Anthropic API (pay-per-use) | Key validity only — no billing API exists |
|
| api-ateam | Anthropic API (pay-per-use) | Key validity only — no billing API exists |
|
||||||
|
| google-gemini | Gemini API (free tier) | Quota violation detail, retry delay, key validity |
|
||||||
|
| xai-face, xai-amy, xai-murdock, xai-ba, xai-vigilio | xAI/Grok | Request/token remaining counts, rate limit status |
|
||||||
|
|
||||||
## Severity levels
|
## Severity levels
|
||||||
|
|
||||||
|
|
@ -124,14 +157,19 @@ grep '"team-vigilio"' ~/.logs/token-monitor/*.jsonl | \
|
||||||
|
|
||||||
```
|
```
|
||||||
monitor.js — CLI entrypoint, orchestrates probes
|
monitor.js — CLI entrypoint, orchestrates probes
|
||||||
|
analyze.js — analysis CLI (burn rates, weekly, stagger, rotation)
|
||||||
providers/
|
providers/
|
||||||
index.js — reads ~/.pi/agent/models.json, returns typed provider list
|
index.js — reads ~/.pi/agent/models.json, returns typed provider list
|
||||||
anthropic-teams.js — unified schema parser (oat01 keys, all team-* providers)
|
anthropic-teams.js — unified schema parser (oat01 keys, all team-* providers)
|
||||||
anthropic-api.js — pay-per-use (api03 keys) — reports "no billing data"
|
anthropic-api.js — pay-per-use (api03 keys) — reports "no billing data"
|
||||||
shelley-proxy.js — classic schema + Exedev-Gateway-Cost header
|
shelley-proxy.js — classic schema + Exedev-Gateway-Cost header
|
||||||
|
gemini.js — Gemini API (free tier, quota via response body)
|
||||||
|
xai.js — x.ai/Grok (rate-limit headers)
|
||||||
logger.js — JSONL log to ~/.logs/token-monitor/
|
logger.js — JSONL log to ~/.logs/token-monitor/
|
||||||
report.js — human-readable summary + severity logic
|
report.js — human-readable summary + severity logic
|
||||||
test.js — test suite (run: node test.js)
|
test.js — test suite (run: node test.js)
|
||||||
|
docs/
|
||||||
|
analyze.md — analysis CLI full reference
|
||||||
```
|
```
|
||||||
|
|
||||||
## How to add a new provider
|
## How to add a new provider
|
||||||
|
|
@ -152,6 +190,30 @@ The tool makes one minimal API call per provider to extract headers:
|
||||||
|
|
||||||
## Related
|
## Related
|
||||||
|
|
||||||
|
- `~/os/token-status.sh` — wake-prompt integration (calls monitor.js, formats for beat.sh)
|
||||||
- `~/projects/provider-check/` — predecessor (liveness only, no quota depth)
|
- `~/projects/provider-check/` — predecessor (liveness only, no quota depth)
|
||||||
- `~/.pi/agent/models.json` — provider configuration source
|
- `~/.pi/agent/models.json` — provider configuration source
|
||||||
- Forgejo issue: trentuna/a-team#91
|
- Forgejo issue: trentuna/token-monitor#1
|
||||||
|
|
||||||
|
## Wake integration
|
||||||
|
|
||||||
|
`~/os/token-status.sh` is the automated interface. It runs `monitor.js --json`
|
||||||
|
and formats the output into a compact summary block for injection into
|
||||||
|
Vigilio's wake prompt via `beat.sh`.
|
||||||
|
|
||||||
|
```bash
|
||||||
|
# Manual invocation (same as what the wake prompt sees)
|
||||||
|
~/os/token-status.sh
|
||||||
|
|
||||||
|
# Output format:
|
||||||
|
## Token Economics
|
||||||
|
Anthropic Teams (5 seats):
|
||||||
|
team-vigilio ✗ MAXED 7d:100% resets 23h
|
||||||
|
team-molto ✓ 5h:32% 7d:45% resets 4h
|
||||||
|
...
|
||||||
|
→ Current recommendation: use team-molto | avoid team-vigilio
|
||||||
|
```
|
||||||
|
|
||||||
|
File location: `~/os/token-status.sh`
|
||||||
|
Called by: `~/os/beat.sh` (Vigilio wake script)
|
||||||
|
Uses: `monitor.js --json` with 20-minute cache guard (won't double-probe within a session)
|
||||||
|
|
|
||||||
85
docs/phase3-piggyback.md
Normal file
85
docs/phase3-piggyback.md
Normal file
|
|
@ -0,0 +1,85 @@
|
||||||
|
# Phase 3: Piggyback Header Capture
|
||||||
|
|
||||||
|
## What it is
|
||||||
|
|
||||||
|
Instead of making a dedicated probe call at each wake to read rate-limit state, **piggyback capture** reads the same headers from LLM responses that are already happening during normal pi sessions. Zero extra API calls. No probe latency. Every real conversation generates a data point automatically.
|
||||||
|
|
||||||
|
## Why it's better
|
||||||
|
|
||||||
|
The current probe approach has a structural limitation: it samples state once per wake, at most every 20 minutes (cache guard). Real usage happens between probes — the 5h window can fill and reset while Vigilio is working. Piggyback gets a reading on every turn, tied to actual usage events, with sub-minute resolution.
|
||||||
|
|
||||||
|
- **Zero overhead** — no extra API calls, no added latency, no token spend
|
||||||
|
- **Temporal accuracy** — readings tied to real usage moments, not arbitrary probe intervals
|
||||||
|
- **Richer signal** — burn rate analysis improves dramatically with higher sample frequency
|
||||||
|
- **No polling logic** — the data arrives when there's data to report
|
||||||
|
|
||||||
|
## Headers already present
|
||||||
|
|
||||||
|
Every Anthropic API response already carries the full rate-limit family. These are the same headers `anthropic-teams.js` parses today:
|
||||||
|
|
||||||
|
```
|
||||||
|
anthropic-ratelimit-unified-status
|
||||||
|
anthropic-ratelimit-unified-5h-utilization
|
||||||
|
anthropic-ratelimit-unified-5h-reset
|
||||||
|
anthropic-ratelimit-unified-7d-utilization
|
||||||
|
anthropic-ratelimit-unified-7d-reset
|
||||||
|
anthropic-ratelimit-unified-representative-claim
|
||||||
|
anthropic-ratelimit-unified-reset
|
||||||
|
```
|
||||||
|
|
||||||
|
Present on every response — 200 and 429 alike. The data is already flowing; we just aren't capturing it.
|
||||||
|
|
||||||
|
## Where pi would need instrumentation
|
||||||
|
|
||||||
|
Pi's extension system exposes `before_provider_request` for outbound payload inspection, but **no documented hook exposes raw response headers** on the inbound side. The intercept point is the **custom provider wrapper**.
|
||||||
|
|
||||||
|
Pi supports `registerProvider("anthropic", { baseUrl: ... })` to override the endpoint. A thin proxy wrapper could:
|
||||||
|
|
||||||
|
1. Forward the request to the real Anthropic endpoint
|
||||||
|
2. Capture response headers before returning the stream to pi
|
||||||
|
3. Append a JSONL entry to the piggyback log
|
||||||
|
|
||||||
|
This is a `~/.pi/agent/extensions/token-monitor-piggyback.ts` — a pi extension that registers itself as the Anthropic provider, wraps the actual call, and writes the side channel.
|
||||||
|
|
||||||
|
Alternative approach if a response hook is added to pi in future: `pi.on("after_provider_response", ...)` with `event.headers` exposed. Cleaner, no proxy indirection. Worth filing upstream.
|
||||||
|
|
||||||
|
## Data interface: minimal viable integration
|
||||||
|
|
||||||
|
Pi extension writes to:
|
||||||
|
|
||||||
|
```
|
||||||
|
~/.logs/token-monitor/piggyback.jsonl
|
||||||
|
```
|
||||||
|
|
||||||
|
Same path structure as today's probe logs. Same JSONL format:
|
||||||
|
|
||||||
|
```jsonl
|
||||||
|
{"ts":"2026-04-06T14:23:01Z","source":"piggyback","provider":"team-vigilio","type":"teams-direct","status":"allowed","utilization_5h":0.42,"utilization_7d":0.61,"reset_in_seconds":14400}
|
||||||
|
```
|
||||||
|
|
||||||
|
`analyze.js` reads both probe entries and piggyback entries from the same file. The `source` field distinguishes them. Probe entries continue working as fallback when no real conversation has occurred yet (first wake of the day, dormant accounts).
|
||||||
|
|
||||||
|
## What remains unknown
|
||||||
|
|
||||||
|
- **Header exposure**: Pi doesn't currently expose raw response headers in any extension event. The custom provider proxy approach works but adds complexity. Check whether a future pi release adds `after_provider_response`.
|
||||||
|
- **Streaming interception**: Anthropic responses stream. Headers arrive before the body. The proxy needs to capture headers and write the log entry without buffering the full response — should be fine but needs testing.
|
||||||
|
- **Multi-provider coverage**: Piggyback naturally works for whichever provider is active. Dormant accounts still need probe calls to confirm they're dormant. Hybrid approach is probably permanent.
|
||||||
|
- **Extension packaging**: Should this live as a pi extension in `commons/pi/extensions/` alongside bootstrap, or as a standalone script? Depends on repo location decision below.
|
||||||
|
|
||||||
|
---
|
||||||
|
|
||||||
|
## Repo location recommendation
|
||||||
|
|
||||||
|
**Options assessed:**
|
||||||
|
|
||||||
|
1. **Stay as `trentuna/token-monitor`** — Works fine, but it's isolated. The tool serves all trentuna members; a separate repo means separate cloning, separate updates, and `token-status.sh` already lives in `~/os/` outside it. The split is already awkward.
|
||||||
|
|
||||||
|
2. **Move into `trentuna/commons`** — Natural fit. `commons` is the shared config layer for all trentuna members; `bootstrap.sh` already handles pi setup. Token monitoring is infrastructure, not a standalone product. `analyze.js`, `monitor.js`, and a future piggyback extension would sit alongside other shared operational tools. Ludo explicitly named this option.
|
||||||
|
|
||||||
|
3. **Split: code in token-monitor, `token-status.sh` to `vigilio/os`** — The split already exists informally (`token-status.sh` is in `~/os/`). Formalizing it adds a cross-repo dependency without resolving the underlying issue. More moving parts, same problem.
|
||||||
|
|
||||||
|
4. **Merge into `vigilio/os` entirely** — `token-status.sh` already lives here and it's close to `vigilio.sh`. But `vigilio/os` is vigilio-specific; the monitor is multi-member infrastructure. Wrong home.
|
||||||
|
|
||||||
|
**Recommendation: Option 2 — move into `trentuna/commons`.**
|
||||||
|
|
||||||
|
The monitor is trentuna infrastructure. `commons` already owns bootstrap, pi config, and model provisioning for all members. Token monitoring belongs in the same layer. A future piggyback extension would live in `commons/pi/extensions/`, wired up by bootstrap automatically for every member. `token-status.sh` stays in `~/os/` (vigilio-local runtime script) and just calls the tool from its new location — one path update.
|
||||||
Loading…
Add table
Add a link
Reference in a new issue