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Agent-Logs-Url: https://github.com/github/gh-aw/sessions/5d448e96-d4d8-42fd-bf37-addb06bb931f Co-authored-by: pelikhan <4175913+pelikhan@users.noreply.github.com>
…ntory workflow Agent-Logs-Url: https://github.com/github/gh-aw/sessions/5d448e96-d4d8-42fd-bf37-addb06bb931f Co-authored-by: pelikhan <4175913+pelikhan@users.noreply.github.com>
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[WIP] Add GitHub Copilot billing multipliers to daily-model-inventory workflow
Add GitHub Copilot billing multipliers collection to daily-model-inventory workflow
May 4, 2026
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Pull request overview
This PR enhances the daily model inventory workflow by adding a parallel pre-job that fetches GitHub’s official Copilot billing model multiplier table from docs and makes it available to the agent as an artifact, then updates the agent instructions/tools to prefer that authoritative source.
Changes:
- Added a new
collect_copilot_billing_multipliersjob that scrapes the Copilot billing multipliers table and uploads it as an artifact. - Updated the agent prompt/tools to treat the docs-derived multipliers as the primary source (with heuristics as fallback).
- Enabled Playwright CLI mode support in the workflow tooling for potential future JS-rendered scraping.
Show a summary per file
| File | Description |
|---|---|
| pkg/workflow/data/action_pins.json | Adds additional action pin entries (major-tag aliases) used by the workflow/tooling ecosystem. |
| pkg/actionpins/data/action_pins.json | Mirrors the added action pin entries in the second action pins data location. |
| .github/workflows/daily-model-inventory.md | Adds the multipliers collection job and updates prompt/tools to consume the new artifact; enables Playwright CLI tool mode. |
| .github/workflows/daily-model-inventory.lock.yml | Compiled/locked workflow updates reflecting the new collection job, new tool installation, and updated allowlists. |
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Comments suppressed due to low confidence (2)
.github/workflows/daily-model-inventory.md:321
- The step always writes
status=okto$GITHUB_OUTPUTeven if the Python fetch fails (the Python code exits 0 on exceptions). This makes downstream status/telemetry misleading; consider settingstatus=error(orskipped) when an error is recorded or when the extracted model list is empty, and only writingstatus=okon a successful parse.
req = urllib.request.Request(URL, headers={"User-Agent": "Mozilla/5.0"})
try:
with urllib.request.urlopen(req, timeout=30) as resp:
html_content = resp.read().decode("utf-8", errors="replace")
except Exception as e:
result = {"source": URL, "error": str(e), "headers": [], "models": []}
with open("/tmp/gh-aw/model-inventory/copilot-billing/multipliers.json", "w") as f:
json.dump(result, f, indent=2)
print(f"Error fetching page: {e}", file=sys.stderr)
sys.exit(0)
parser = TableParser()
parser.feed(html_content)
models = []
if parser.headers and parser.rows:
for row in parser.rows:
if len(row) == len(parser.headers):
entry = {parser.headers[i]: row[i] for i in range(len(parser.headers))}
models.append(entry)
result = {"source": URL, "headers": parser.headers, "models": models}
out_path = "/tmp/gh-aw/model-inventory/copilot-billing/multipliers.json"
with open(out_path, "w") as f:
json.dump(result, f, indent=2)
print(f"Extracted {len(models)} model multiplier entries", file=sys.stderr)
PYEOF
echo "status=ok" >> "$GITHUB_OUTPUT"
.github/workflows/daily-model-inventory.lock.yml:1134
- The step always writes
status=okto$GITHUB_OUTPUTeven if the Python fetch fails (the Python code exits 0 on exceptions). This makes downstream status/telemetry misleading; consider settingstatus=error(orskipped) when an error is recorded or when the extracted model list is empty, and only writingstatus=okon a successful parse.
req = urllib.request.Request(URL, headers={"User-Agent": "Mozilla/5.0"})
try:
with urllib.request.urlopen(req, timeout=30) as resp:
html_content = resp.read().decode("utf-8", errors="replace")
except Exception as e:
result = {"source": URL, "error": str(e), "headers": [], "models": []}
with open("/tmp/gh-aw/model-inventory/copilot-billing/multipliers.json", "w") as f:
json.dump(result, f, indent=2)
print(f"Error fetching page: {e}", file=sys.stderr)
sys.exit(0)
parser = TableParser()
parser.feed(html_content)
models = []
if parser.headers and parser.rows:
for row in parser.rows:
if len(row) == len(parser.headers):
entry = {parser.headers[i]: row[i] for i in range(len(parser.headers))}
models.append(entry)
result = {"source": URL, "headers": parser.headers, "models": models}
out_path = "/tmp/gh-aw/model-inventory/copilot-billing/multipliers.json"
with open(out_path, "w") as f:
json.dump(result, f, indent=2)
print(f"Extracted {len(models)} model multiplier entries", file=sys.stderr)
PYEOF
echo "status=ok" >> "$GITHUB_OUTPUT"
shell: bash
- Files reviewed: 4/4 changed files
- Comments generated: 2
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| def handle_starttag(self, tag, attrs): | ||
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| self.in_table = True | ||
| elif self.in_table and tag in ("th", "td"): | ||
| self.current_cell = tag | ||
| self.cell_text = [] | ||
| elif self.in_table and tag == "tr": | ||
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| def handle_endtag(self, tag): | ||
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| text = "".join(self.cell_text).strip() | ||
| if self.current_cell == "th": | ||
| self.headers.append(text) | ||
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| class TableParser(html.parser.HTMLParser): | ||
| def __init__(self): | ||
| super().__init__() | ||
| self.in_table = False | ||
| self.headers = [] | ||
| self.rows = [] | ||
| self.current_row = [] | ||
| self.current_cell = None | ||
| self.cell_text = [] | ||
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| def handle_starttag(self, tag, attrs): | ||
| if tag == "table": | ||
| self.in_table = True | ||
| elif self.in_table and tag in ("th", "td"): | ||
| self.current_cell = tag | ||
| self.cell_text = [] | ||
| elif self.in_table and tag == "tr": | ||
| self.current_row = [] | ||
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| def handle_endtag(self, tag): | ||
| if tag == "table": | ||
| self.in_table = False | ||
| elif self.in_table and tag in ("th", "td"): | ||
| text = "".join(self.cell_text).strip() | ||
| if self.current_cell == "th": | ||
| self.headers.append(text) | ||
| else: | ||
| self.current_row.append(text) | ||
| self.current_cell = None | ||
| elif self.in_table and tag == "tr": | ||
| if self.current_row: | ||
| self.rows.append(self.current_row) | ||
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The daily model inventory agent relied solely on heuristics to infer ET multipliers, with no access to GitHub's authoritative billing docs. This adds a parallel pre-job that scrapes the official multipliers table and makes it available to the agent.
Changes
New job
collect_copilot_billing_multipliers— runs in parallel with existing collection jobs; fetches and parses the HTML table fromdocs.github.com/en/copilot/reference/copilot-billing/model-multipliers-for-annual-plansusing Python'surllib(no API key required), uploads result ascopilot-billing-multipliersartifact (7-day retention){ "source": "https://docs.github.com/en/copilot/reference/copilot-billing/model-multipliers-for-annual-plans", "headers": ["Model", "Current multiplier", "New multiplier"], "models": [ { "Model": "Claude Sonnet 4.6", "Current multiplier": "1", "New multiplier": "9" } ] }Agent prompt Step 3 updated — docs table is now the primary source for ET multipliers;
New multipliercolumn takes precedence for upcoming billing comparisons; existing heuristics remain as fallback if fetch failsNew bash tools —
catandjqaccess patterns for thecopilot-billing-multipliersartifactplaywright: mode: cliadded to tools for future interactive scraping if the docs page requires JS renderingWarning
Firewall rules blocked me from connecting to one or more addresses (expand for details)
I tried to connect to the following addresses, but was blocked by firewall rules:
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