Payments

Nccpl

nccpl-pp-cli

Pakistan's clearing-layer data as a local research panel with a coverage audit and an arithmetic self-check, not another dashboard.

Printed by @qazmataz

Install

npx — recommended

npx -y @mvanhorn/printing-press-library install nccpl

Installs the CLI binary and the agent skill (Claude Code, Codex, Cursor, Gemini CLI, Copilot, and more). Add --cli-only or --skill-only for one half. Requires Node.

Hermes

hermes skills install mvanhorn/printing-press-library/cli-skills/pp-nccpl --force

From the Hermes CLI. Inside a chat session use /skills install with the same path.

OpenClaw

Install the pp-nccpl skill from https://github.com/mvanhorn/printing-press-library/tree/main/cli-skills/pp-nccpl. The skill defines how its required CLI can be installed.

Paste this to your OpenClaw agent — the skill describes how to install its CLI.

Claude Desktop

This CLI ships an MCPB bundle. Download the latest release .mcpb and double-click it — Claude Desktop walks you through the install.

View source on GitHub →

Pakistan's clearing-layer data as a local research panel with a coverage audit and an arithmetic self-check, not another dashboard.

NCCPL publishes the only per-symbol leverage, short-interest and free-float data in the Pakistani market - once, behind Cloudflare, one date at a time, with no export. Every tool built on it renders a chart and throws the history away. This one keeps it: sync backfills a local SQLite panel, panel emits it in the shape a regression consumes, coverage tells you exactly which sessions are missing, and verify proves each date against NCCPL's own arithmetic identities before you trust it.

Learn more at NCCPL.

Created by @qazmataz (qazmataz).

Contributors: @cathrynlavery (Cathryn Lavery).

contract-check checks NCCPL endpoints only. The external flows resource is skipped by default and rejected if selected explicitly. Refreshed date snapshots keep row identities stable when the source changes row order.

Authentication

NCCPL sits behind Cloudflare and a Laravel session, so there is no API key to set. Run 'nccpl-pp-cli auth login --chrome' to import the clearance and session cookies from a Chrome profile that has visited the site; the CLI then performs the CSRF handshake itself on each call. The Laravel session lasts about two hours and is renewed automatically, but the Cloudflare clearance cookie comes only from a real browser - if calls start returning challenge pages, re-run auth login.

Quick Start

# confirm the binary and config resolve before touching the network
nccpl-pp-cli doctor --dry-run

# backfill investor-class flows; no browser or credentials needed
nccpl-pp-cli flows --from 2026-08-01 --to 2026-09-04

# preview the capture plan; add --launch to open the browser and fetch
nccpl-pp-cli capture --resources var-margins --latest-only

# prove each stored date against NCCPL's own arithmetic identities
nccpl-pp-cli verify

# see exactly which sessions landed and which are missing
nccpl-pp-cli coverage

# emit the panel in the shape a regression consumes
nccpl-pp-cli panel --resource var-margins --metrics free_float --agent

Unique Features

These capabilities aren't available in any other tool for this API.

Research-grade integrity

verify — Prove a date's flow numbers are internally consistent before they reach a regression.

Reach for this before feeding any NCCPL date into a model; a date that fails an invariant is corrupt input, not a weak signal.
```
nccpl-pp-cli verify --from 2026-08-01 --to 2026-09-04 --agent
```
coverage — List which sessions are missing per resource, how stale each one is, and how wide each date's data actually is.

Use this as a pipeline pre-flight - it exits non-zero on a gap, so a scheduled research job fails loudly instead of silently treating a missing session as a zero. Re-syncing a date replaces it rather than adding to it: a stored settlement date always mirrors the last snapshot fetched for it, so if NCCPL revises a date and drops symbols the next sync removes them and the store never serves a row the source stopped publishing. coverage row_count therefore always equals the number of observations actually stored, and the audit can never disagree with the data it audits. One deliberate exception: a fetch returning zero rows for a date that already holds rows does NOT delete them, because an empty response and a transient failure look identical from here; the next non-empty fetch mirrors the date correctly.
```
nccpl-pp-cli coverage --resources fipi,lipi,var-margins --exit-code --agent
```
contract-check — Assert every endpoint family still answers correctly for a date it just reported as its own latest.

Run this when results look empty - it separates an expired session or a changed request contract from a genuine no-data day.
```
nccpl-pp-cli contract-check --agent
```

Local history that compounds

panel — Emit any synced resource as a tidy long-format panel, with gaps marked rather than filled.

This is the handoff from CLI to research store - it is the shape a regression consumes, and the observed_at column is what makes a flow number admissible as an ex-ante input.
```
nccpl-pp-cli panel --resource fipi --from 2015-12-09 --to 2026-09-04 --agent
```
universe — Reconstruct which symbols were listed and clearing-eligible on any past date.

Use this to state a screen's universe width in genuinely live names, and as a second opinion that can disagree with a price-staleness filter for reasons that filter cannot move for.
```
nccpl-pp-cli universe --on 2019-03-15 --agent
```
risk-changes — Date every step change in a symbol's free float, VAR margin and haircut.

Free float is the input a cap-weighted cross-section needs and no other public Pakistani source publishes it daily.
```
nccpl-pp-cli risk-changes --since 30d --field free_float --agent
```

Cross-market joins

leverage — Join MTS, MFS and MSF open positions with SLB net open position into one per-symbol cross-section.

SLB net open position is the closest thing this market has to published short interest; pair it with MTS and MFS open interest to see leverage building in a name before a forced release.
```
nccpl-pp-cli leverage --from 2026-08-01 --to 2026-09-04 --agent
```

Reachability mitigation

flows — Fetch daily FIPI/LIPI sector flows into the local store without a browser.

This is the one NCCPL dataset obtainable unattended, so it is what a scheduled daily job can actually collect.
```
nccpl-pp-cli flows --from 2026-08-01 --to 2026-09-04 --agent
```
ingest — Load NCCPL responses captured through your own browser into the same local store.

Reach for this when a dataset is gated: export a HAR from a normal browsing session and every other command works on it unchanged. Bodies can also be piped in directly with --stdin (pbpaste | nccpl-pp-cli ingest --stdin --resource var-margins --date 2026-09-04), so a single copied response never needs a temp file. Nothing unidentifiable is stored: a HAR entry is only ingested when it was served by nccpl.com.pk or a subdomain over https, and a response body must carry either the documented envelope key for the resource or exactly one of the API's own other envelope names. An all-traffic capture routinely holds other origins -- a proxy, a mock, a local dev server on the same path -- and those are refused and listed under skipped with a reason, never filed under a guess.
```
nccpl-pp-cli ingest capture.har --agent
```
capture — Fetch the gated NCCPL datasets through a controlled browser and store them locally; opt in with --launch, and add --headless to run with no window.

This is the only route to per-symbol free float, VAR margins, leverage positions and settlement data; every other command then reads them from the local store with no browser involved. With --headless no window appears and the run is unattended, so a scheduled job can keep the gated datasets current; Chrome must be installed because the clearance cannot be replayed by any non-browser HTTP client.
```
nccpl-pp-cli capture --resources var-margins --latest-only --agent
```

Recipes

Backfill the foreign-flow archive and check it landed

nccpl-pp-cli sync --resources fipi,lipi --full && nccpl-pp-cli coverage --resources fipi,lipi --exit-code

Fills the local store as far back as NCCPL serves, then fails non-zero if any session is missing so a scheduled job cannot silently proceed on a hole.

Emit a regression-ready flow panel with only the fields a model needs

nccpl-pp-cli panel --resource fipi --from 2015-12-09 --to 2026-09-04 --agent --select date,metric,value,observed_at

Long-format rows with the vintage stamp that establishes ex-ante availability, narrowed to four columns so an agent does not parse the whole payload.

Find every symbol whose free float stepped this quarter

nccpl-pp-cli risk-changes --since 90d --field free_float --agent

Dates each change and prints symbols scanned versus symbols changed, so an empty result is distinguishable from an unscanned universe.

Scan for leverage building ahead of a forced release

nccpl-pp-cli leverage --from 2026-08-01 --to 2026-09-04 --agent

One cross-section joining MTS, MFS and MSF open interest with SLB net open position, with force-release events flagged against the open interest they hit.

Audit a date before trusting it

nccpl-pp-cli verify --from 2026-09-01 --to 2026-09-04 --agent

Checks FIPI net against minus LIPI net and each sector row's netting, returning a quarantine list of dates that fail.

Usage

Run nccpl-pp-cli --help for the full command reference and flag list.

Paths & environment variables

This CLI separates local files into four path kinds:

Kind	Contents
`config`	User-editable settings such as `config.toml` and saved profiles
`data`	Durable local data: `credentials.toml`, `data.db`, cookies, browser-session proof files, and other auth sidecars
`state`	Runtime state such as persisted queries, jobs, and `teach.log`
`cache`	Regenerable HTTP/cache files

Each kind resolves independently. The ladder is:

Per-kind env var: NCCPL_CONFIG_DIR, NCCPL_DATA_DIR, NCCPL_STATE_DIR, or NCCPL_CACHE_DIR
--home <dir> for this invocation
NCCPL_HOME for a flat relocated root
XDG env vars: XDG_CONFIG_HOME, XDG_DATA_HOME, XDG_STATE_HOME, XDG_CACHE_HOME
Platform defaults matching existing installs

For containers and agent sandboxes, prefer a single relocated root:

export NCCPL_HOME=/srv/nccpl
nccpl-pp-cli doctor

Under NCCPL_HOME=/srv/nccpl, the four dirs resolve to /srv/nccpl/config, /srv/nccpl/data, /srv/nccpl/state, and /srv/nccpl/cache.

MCP servers do not receive CLI flags from the host. Put relocation in the host env block:

{
  "mcpServers": {
    "nccpl": {
      "command": "nccpl-pp-mcp",
      "env": {
        "NCCPL_HOME": "/srv/nccpl"
      }
    }
  }
}

Precedence matters in fleets: an ambient per-kind variable such as NCCPL_DATA_DIR overrides an explicit --home for that kind. Use NCCPL_HOME or the per-kind variables for durable fleet relocation; treat --home as the weaker per-invocation lever.

Relocation is one-way. Unsetting NCCPL_HOME does not move files back to platform defaults, and doctor cannot find credentials left under a former root. Move the files manually before unsetting relocation variables.

Existing installs keep working because the platform-default rung matches the legacy layout. On the first auth write, stored secrets leave config.toml and are consolidated into credentials.toml under the data directory. Run nccpl-pp-cli doctor --fail-on warn to check path and credential-location warnings in automation.

Commands

fipi

Foreign Investors Portfolio Investment (FIPI) net flows by investor class and market segment.

nccpl-pp-cli fipi data - Foreign Investors Portfolio Investment (FIPI) net flows by investor class and market segment. Date range. NOTE: this endpoint requires DD/MM/YYYY dates, unlike the sector-wise and single-date endpoints which use YYYY-MM-DD.
nccpl-pp-cli fipi latest-date - Most recent publication date available for fipi. Needs Cloudflare clearance only; no CSRF or session.

fipi-normal

FIPI buy/sell volume and value by client type and market type for one date.

nccpl-pp-cli fipi-normal data - FIPI buy/sell volume and value by client type and market type for one date. Single settlement date. The 'date' field must be YYYY-MM-DD.
nccpl-pp-cli fipi-normal latest-date - Most recent publication date available for fipi-normal. Needs Cloudflare clearance only; no CSRF or session.

fipi-sector

FIPI net flows broken out by market sector.

nccpl-pp-cli fipi-sector data - FIPI net flows broken out by market sector. Date range. NOTE: this endpoint requires YYYY-MM-DD dates, unlike the fipi/lipi endpoints which use DD/MM/YYYY.
nccpl-pp-cli fipi-sector latest-date - Most recent publication date available for fipi-sector. Needs Cloudflare clearance only; no CSRF or session.

lipi

Local Investors Portfolio Investment (LIPI) net flows by investor class and market segment.

nccpl-pp-cli lipi data - Local Investors Portfolio Investment (LIPI) net flows by investor class and market segment. Date range. NOTE: this endpoint requires DD/MM/YYYY dates, unlike the sector-wise and single-date endpoints which use YYYY-MM-DD.
nccpl-pp-cli lipi latest-date - Most recent publication date available for lipi. Needs Cloudflare clearance only; no CSRF or session.

lipi-normal

LIPI buy/sell volume and value by client type and market type for one date.

nccpl-pp-cli lipi-normal data - LIPI buy/sell volume and value by client type and market type for one date. Single settlement date. The 'date' field must be YYYY-MM-DD.
nccpl-pp-cli lipi-normal latest-date - Most recent publication date available for lipi-normal. Needs Cloudflare clearance only; no CSRF or session.

lipi-sector

LIPI net flows broken out by market sector.

nccpl-pp-cli lipi-sector data - LIPI net flows broken out by market sector. Date range. NOTE: this endpoint requires YYYY-MM-DD dates, unlike the fipi/lipi endpoints which use DD/MM/YYYY.
nccpl-pp-cli lipi-sector latest-date - Most recent publication date available for lipi-sector. Needs Cloudflare clearance only; no CSRF or session.

market

Market-wide traded value and volume series.

nccpl-pp-cli market latest - Most recent market-wide traded value or volume series. Needs Cloudflare clearance only.
nccpl-pp-cli market range - Market-wide traded value or volume series over an explicit date range. Sent as multipart/form-data with YYYY-MM-DD dates.

mfs

Murabaha Share Financing (MFS) open positions per symbol, with free-float percentages.

nccpl-pp-cli mfs data - Murabaha Share Financing (MFS) open positions per symbol, with free-float percentages. Single settlement date. The 'date' field must be YYYY-MM-DD.
nccpl-pp-cli mfs latest-date - Most recent publication date available for mfs. Needs Cloudflare clearance only; no CSRF or session.

mfs-top

Top 15 MFS financee / financier pairs.

nccpl-pp-cli mfs-top data - Top 15 MFS financee / financier pairs. Single settlement date. The 'date' field must be YYYY-MM-DD.
nccpl-pp-cli mfs-top latest-date - Most recent publication date available for mfs-top. Needs Cloudflare clearance only; no CSRF or session.

msf

Margin Sharia Financing (MSF) open positions per symbol.

nccpl-pp-cli msf data - Margin Sharia Financing (MSF) open positions per symbol. Single settlement date. The 'date' field must be YYYY-MM-DD.
nccpl-pp-cli msf latest-date - Most recent publication date available for msf. Needs Cloudflare clearance only; no CSRF or session.

msf-top

Top 15 MSF buyer / seller pairs.

nccpl-pp-cli msf-top data - Top 15 MSF buyer / seller pairs. Single settlement date. The 'date' field must be YYYY-MM-DD.
nccpl-pp-cli msf-top latest-date - Most recent publication date available for msf-top. Needs Cloudflare clearance only; no CSRF or session.

mts

Margin Trading System (MTS) open positions per symbol.

nccpl-pp-cli mts data - Margin Trading System (MTS) open positions per symbol. Single settlement date. The 'date' field must be YYYY-MM-DD.
nccpl-pp-cli mts latest-date - Most recent publication date available for mts. Needs Cloudflare clearance only; no CSRF or session.

mts-financiers

Count of MTS financiers and financees per symbol.

nccpl-pp-cli mts-financiers data - Count of MTS financiers and financees per symbol. Single settlement date. The 'date' field must be YYYY-MM-DD.
nccpl-pp-cli mts-financiers latest-date - Most recent publication date available for mts-financiers. Needs Cloudflare clearance only; no CSRF or session.

mts-force-release

MTS force-release volume and value by date.

nccpl-pp-cli mts-force-release data - MTS force-release volume and value by date. Single settlement date. The 'date' field must be YYYY-MM-DD.
nccpl-pp-cli mts-force-release latest-date - Most recent publication date available for mts-force-release. Needs Cloudflare clearance only; no CSRF or session.

mts-refinanced

MTS amount released versus amount refinanced.

nccpl-pp-cli mts-refinanced data - MTS amount released versus amount refinanced. Single settlement date. The 'date' field must be YYYY-MM-DD.
nccpl-pp-cli mts-refinanced latest-date - Most recent publication date available for mts-refinanced. Needs Cloudflare clearance only; no CSRF or session.

mts-top-financiers

Top 15 MTS financier / financee pairs.

nccpl-pp-cli mts-top-financiers data - Top 15 MTS financier / financee pairs. Single settlement date. The 'date' field must be YYYY-MM-DD.
nccpl-pp-cli mts-top-financiers latest-date - Most recent publication date available for mts-top-financiers. Needs Cloudflare clearance only; no CSRF or session.

settlement-cm

Trade versus settlement volume and value, clearing-member-wise, per symbol.

nccpl-pp-cli settlement-cm data - Trade versus settlement volume and value, clearing-member-wise, per symbol. Single settlement date. The 'date' field must be YYYY-MM-DD.
nccpl-pp-cli settlement-cm latest-date - Most recent publication date available for settlement-cm. Needs Cloudflare clearance only; no CSRF or session.

settlement-uin

Trade versus settlement volume and value, UIN-wise, per symbol.

nccpl-pp-cli settlement-uin data - Trade versus settlement volume and value, UIN-wise, per symbol. Single settlement date. The 'date' field must be YYYY-MM-DD.
nccpl-pp-cli settlement-uin latest-date - Most recent publication date available for settlement-uin. Needs Cloudflare clearance only; no CSRF or session.

slb

Securities Lending and Borrowing (SLB) open positions per symbol.

nccpl-pp-cli slb data - Securities Lending and Borrowing (SLB) open positions per symbol. Single settlement date. The 'date' field must be YYYY-MM-DD.
nccpl-pp-cli slb latest-date - Most recent publication date available for slb. Needs Cloudflare clearance only; no CSRF or session.

tfc

Unlisted Term Finance Certificate (TFC) transactions.

nccpl-pp-cli tfc data - Unlisted Term Finance Certificate (TFC) transactions. Single settlement date. The 'date' field must be YYYY-MM-DD.
nccpl-pp-cli tfc latest-date - Most recent publication date available for tfc. Needs Cloudflare clearance only; no CSRF or session.

var-margins

Value-at-Risk margin, haircut and free float per symbol.

nccpl-pp-cli var-margins data - Value-at-Risk margin, haircut and free float per symbol. Single settlement date. The 'date' field must be YYYY-MM-DD.
nccpl-pp-cli var-margins latest-date - Most recent publication date available for var-margins. Needs Cloudflare clearance only; no CSRF or session.

Self-learning loop

This CLI caches per-question discovery so repeat queries skip the walk and structurally similar queries get answered via entity substitution. The loop also self-captures: every invocation is journaled locally, and failed-flag corrections plus fresh teaches surface as candidates on the next recall for confirm/reject judgment. Agents call recall before discovery and fire teach & after answering. See the ## Automatic learning section in SKILL.md for the full protocol.

nccpl-pp-cli recall <query> - Look up cached resources for a query before running discovery
nccpl-pp-cli teach - Record a query -> resource mapping (silent on success, safe to background with &)
nccpl-pp-cli learnings list - Inspect taught rows
nccpl-pp-cli learnings forget <query> - Undo a teach
nccpl-pp-cli learnings candidates - List auto-captured candidates awaiting confirm/reject
nccpl-pp-cli learnings stats - Local loop metrics: recall hit rate, teach-to-reuse, playbook resolution, candidate counts
nccpl-pp-cli teach-pattern - Install a query/resource template up front
nccpl-pp-cli teach-lookup - Add an entity mapping (e.g. country code, team alias) for pattern substitution

Pass --no-learn or set NCCPL_NO_LEARN=true to disable the loop for deterministic flows.

The local store's schema version stamp is one-way: once this version of nccpl-pp-cli opens the database, older binaries refuse it with a version error — upgrade the binary rather than downgrading.

Output Formats

# Human-readable table (default in terminal, JSON when piped)
nccpl-pp-cli fipi data --from-date 01/09/2026

# JSON for scripting and agents
nccpl-pp-cli fipi data --from-date 01/09/2026 --json
# Filter to specific fields
nccpl-pp-cli fipi data --from-date 01/09/2026 --json --select client_type,segment,buy_value

# Dry run — show the request without sending
nccpl-pp-cli fipi data --from-date 01/09/2026 --dry-run

# Agent mode — JSON + compact + no prompts in one flag
nccpl-pp-cli fipi data --from-date 01/09/2026 --agent

Agent Usage

This CLI is designed for AI agent consumption:

Non-interactive - never prompts, every input is a flag
Pipeable - --json output to stdout, errors to stderr
Filterable - --select <field>[,<field>...] returns only fields you need
Previewable - --dry-run shows the request without sending
Read-only by default - this CLI does not create, update, delete, publish, send, or mutate remote resources
Agent-safe by default - no colors or formatting unless --human-friendly is set

Exit codes: 0 success, 2 usage error, 3 not found, 4 auth error, 5 API error, 7 rate limited, 10 config error.

Health Check

nccpl-pp-cli doctor

Verifies configuration, credentials, and connectivity to the API.

Configuration

Run nccpl-pp-cli doctor to see the resolved config, data, state, and cache directories. The platform-default config path is ~/.config/nccpl-pp-cli/config.toml; --home, NCCPL_HOME, and per-kind env vars can relocate it.

Static request headers can be configured under headers; per-command header overrides take precedence.

Known Gaps

NCCPL's own API cannot be reached by any HTTP client. This is measured, not assumed. A byte-exact TLS fingerprint match to a real Chrome 149 (identical ja4, ja4_r, peetprint_hash and HTTP/2 Akamai fingerprint), sending the exact browser header set and a valid cf_clearance cookie, over both HTTP/2 and HTTP/3, receives the same Cloudflare challenge as sending no cookies at all. Seventeen hypotheses were eliminated with evidence.

What this means in practice:

Data	How to get it	Unattended?
FIPI/LIPI investor-class and sector flows	`flows`	yes
VAR margins, free float, MTS/MFS/MSF/SLB, settlement	`capture` (controlled Chrome; `--launch` to run, `--headless` for no window)	no
Anything already fetched	`panel`, `export`, `verify`, `coverage`, `universe`, `leverage`, `risk-changes`	yes, reads the local store only

The 21 generated NCCPL endpoint commands and contract-check will fail with exit 4 until a session exists. They are kept because they are correct and will work the day the gate changes.
flows uses a different publisher. scstrade republishes NCCPL's FIPI/LIPI numbers. verify checks NCCPL's own two arithmetic identities on every fetched date, so provenance drift surfaces as a failing invariant rather than a plausible wrong number -- but it is not NCCPL's own wire data.
capture needs Chrome installed, because NCCPL's Cloudflare clearance cannot be replayed by any non-browser HTTP client -- a byte-exact TLS fingerprint match with valid cookies receives the same challenge as sending none. --headless runs it with no window, which is what a scheduled job should use; without it a window appears. Either way it uses a throwaway profile, never your daily one, and deletes it afterwards. It is not the CLI's transport; every other command reads the local store.
free_float is share count, not currency. Multiply by a close price for free-float market cap. The dataset also contains futures contracts (SYM-SEP, SYM-OCT) that repeat their spot symbol's free float; filter to spot symbols before any cross-sectional work.

Troubleshooting

Authentication errors (exit code 4)

Run nccpl-pp-cli doctor to check credentials Not found errors (exit code 3)
Check the resource ID is correct
Run the list command to see available items

API-specific

Every NCCPL request returns a Cloudflare challenge. — That is expected and permanent: the clearance cannot be replayed by an HTTP client. Use 'nccpl-pp-cli capture' for gated datasets and 'nccpl-pp-cli flows' for investor-class flows.
capture reports it could not clear the challenge. — A Chrome window opens during capture; if it shows a checkbox, click it. Raise the wait with --solve-wait 120s if your connection is slow.
A command returns an empty result after a capture. — Run 'nccpl-pp-cli coverage' - the resource may have no rows for that date, which is recorded distinctly from never having been fetched.
A resource looks frozen weeks behind the others. — That is usually real. NCCPL resources publish on independent schedules; coverage reports each one's own latest date.
A date range returns nothing on the fipi or lipi commands. — Those two endpoints require DD/MM/YYYY while the sector-wise and single-date endpoints require YYYY-MM-DD. Check the flag help for the format that command expects.

HTTP Transport

This CLI uses Chrome-compatible HTTP transport for browser-facing endpoints. It does not require a resident browser process for normal API calls.

TLS certificates are verified by default. For a trusted development or self-signed endpoint only, pass --insecure for one invocation, set NCCPL_SKIP_TLS_VERIFY=true for the current environment, or set skip_tls_verify = true in the config file for a persistent override.

Discovery Signals

This CLI was generated with browser-captured traffic analysis.

Target observed: https://www.nccpl.com.pk/
Capture coverage: 51 API entries from 204 total network entries
Reachability: browser_http (78% confidence)
Protocols: rest_json (75% confidence), html_scrape (55% confidence)
Protection signals: cloudflare (90% confidence)
Generation hints: browser_http_transport, requires_protected_client
Candidate command ideas: create_data_by_date_range — Derived from observed POST /api/graph-data/data-by-date-range traffic.; create_rum — Derived from observed POST /cdn-cgi/rum traffic.; list_latest_data — Derived from observed GET /api/graph-data/latest-data traffic.; list_latest_date — Derived from observed GET /api/financiers-financees/latest-date traffic.

Warnings from discovery:

empty_payload: API-looking request returned an empty or null payload; schema confidence is weak.
empty_payload: API-looking request returned an empty or null payload; schema confidence is weak.
empty_payload: API-looking request returned an empty or null payload; schema confidence is weak.
empty_payload: API-looking request returned an empty or null payload; schema confidence is weak.
empty_payload: API-looking request returned an empty or null payload; schema confidence is weak.
empty_payload: API-looking request returned an empty or null payload; schema confidence is weak.
empty_payload: API-looking request returned an empty or null payload; schema confidence is weak.
empty_payload: API-looking request returned an empty or null payload; schema confidence is weak.
empty_payload: API-looking request returned an empty or null payload; schema confidence is weak.
empty_payload: API-looking request returned an empty or null payload; schema confidence is weak.

Generated by CLI Printing Press