ScrimmageLab API

top-30-ADP players with evidence-backed caution signals

Returns top-30-ADP players with an affirmative caution signal: high week-to-week coefficient of variation or assignment to a replacement-level performance cluster. Absence from a breakout list is not negative evidence, and this endpoint does not estimate a calibrated bust probability.

composite house ranking with per-source breakdown

Returns the house composite ranking — a weighted blend of every registered expert source — alongside a per-source breakdown so callers can see which experts contributed to each player's rank. Supports scoring (ppr/half/std), format (redraft/dynasty), position filter, and a limit cap.

for an RB, find the next-best running back on the same team

Given a starting RB, returns the next-best running back on the same NFL team — the canonical handcuff pick. Includes composite rank and ADP for the handcuff so you can decide whether the insurance is worth the cost.

IDP FantasyPros ECR board — defensive players, separate from offense

Returns the IDP (Individual Defensive Player) board for DL, LB, and DB. Current inputs are FantasyPros ECR page feeds from one provider, not an independent multi-provider consensus. It remains separate from the offensive composite because IDP scoring varies by league.

IDP-only expert ranking sources (slug LIKE 'fantasypros_ecr_idp_%')

Lists the subset of expert ranking sources that publish IDP rankings (currently FantasyPros ECR IDP feeds). Mirrors /sources but scoped to the defensive composite.

Supplied 2026 IDP tiers and position ranks

paired-source rank movement for the verified current fantasy pool

Tracks how much each verified current-pool player's expert rank moved over the last N days. Only sources present at both endpoints are paired, with at least two paired sources required, so source-list churn cannot masquerade as player movement.

round-by-round draft guide with value tags and decision drivers

build the full round-by-round payload for a draft guide ui. response shape: { "rounds": [ { "round": 1, "picks_in_round": <teams>, "picks": [{pick_in_round, overall_pick, player_id, name, position, team_abbr, headshot_url, overall_rank, adp_rank, adp_delta, tier, value_tag, drivers[], news[]}, ...] }, ... ], "meta": {teams, max_round, adp_is_fallback, include_news} }

position scarcity curves — overall rank of the Nth-best at each position

Returns scarcity curves showing the overall draft rank of the Nth-best player at each position. Steeper curves indicate that waiting is risky; flat curves mean depth at the position is plentiful.

per-round x per-position scarcity grid + starter-tier ETA callouts

build a 4 (positions) x N (rounds) grid showing how many players at each position have been drafted and how many starter-tier players remain by round, using the composite ranking (ADP-blended) as the draft order. grid + ETAs feed the position scarcity heatmap UI so drafters can see when each position's starter pool runs out (e.g. "RB1 tier exhausted by pick 11" — wait too long and you're left with replacement-level RBs).

players the house ranks meaningfully better than their live ADP

Surfaces sleeper candidates: players inside the house top 150 whose live ADP is meaningfully later than their composite rank (gap >= max(12 spots, 20% of composite rank)). These are the value picks the draft market is letting slide. Returns an honest empty list with a reason when no ADP data exists for the requested scoring/format.

registered expert ranking sources with freshness and weight metadata

Lists every registered expert ranking source feeding the composite, with last-refresh timestamp and the weight used in the blend. Use this to audit which experts are stale or to debug a surprising composite rank.

position-filtered draft bands and exact next-band starts

Summarize the active draft bands filtered into position columns. response shape (per the contract): { "scoring": "PPR", "format": "redraft", "tiers": [ {"position":"RB", "tier_num":1, "tier_label":"SMASH_START", "count":6, "first_overall":1, "last_overall":6, "first_position_rank":1, "last_position_rank":6, "next_tier_starts_at":7, "players":["Bijan","Gibbs",...]}, ... ] } notes: * A current ADMIN-approved Home Team publication is preferred. Its reviewed overall bands are filtered by position without renumbering. * With no valid publication, the existing composite positional tiers remain the unchanged fallback. * first_overall, last_overall, and next_tier_starts_at are actual overall ranks; clients must not infer a boundary with last + 1.

composite ranking grouped by tier

Same composite ranking as /composite, but bucketed into draft tiers — useful when you want to know which players are interchangeable at a given draft slot vs which represent a real drop-off.

aggregated ADP across platforms (pro)

average draft position aggregated across ingested platforms (expert_rankings rows from adp-type sources, latest pull per source).

draft rankings (pro, preseason)

preseason draft rankings from the forgestat composite (same source as /api/draft-guide/composite). pro tier required.

external news headlines for a player (link-out only)

return recent external news for a player (espn + rotowire feeds). public endpoint. items link out to the source — we never republish full article body. snippets are short (<=240 chars) previews from the source-provided summary. empty list when no recent news matches the player.

full stat history with filters (pro)

full stat history with optional filters. pro tier required (demo mode bypasses).

bounded active-player catalog browse

Browse the verified current pool or explicitly browse the archive.

map a Sleeper player_id to our player record

resolve a Sleeper player_id (e.g. ``"6794"``) to our internal player. used by the Start/Sit recommender to pre-fill rosters from a Sleeper league. returns ``null`` if no mapping exists. public endpoint.

legacy player comparison endpoint; use /api/tools/player-compare

fuzzy player search

Fuzzy player search, current-fantasy scoped by default. Public endpoint — no auth required. ``scope=all`` is an explicit archive search and does not make those identities eligible for current tools.

top players by fantasy points

return top players ranked by current-season fantasy points. public endpoint — no auth required.

team salary cap breakdown (public, detailed data for pro)

salary cap breakdown by player. public endpoint; pro users get enhanced contract details later.

current season schedule (public)

current season schedule from nfl_games (nflverse ingest). public endpoint.

live game scores (public)

live game scores during game windows, from espn's public scoreboard. returns only in-progress games — empty outside game windows (and all offseason), which is the correct answer, not a stub.

full sourced team overview (public)

full team overview — roster, verified season context, schedule profile, articles, and fantasy assets. Authentication is optional.

team roster grouped by position

all players on the team, grouped by position group.

team season schedule

full season schedule for a team. when ``season`` isn't supplied and the resolved season has no games yet, automatically falls back to the prior stored season and surfaces ``schedule_status: 'released_not_ingested_using_prior'`` so callers can distinguish local ingestion lag from league release status. the games array is returned under both ``schedule`` and ``games`` keys for back-compat with older list-shape consumers.

HomeTeam-style schedule widgets (grid, traps, sparkline)

schedule-grid + trap-week + opponent-strength sparkline payload. falls back to the prior season silently if the requested season has no games stored yet, mirroring the /schedule endpoint's behaviour. callers can check `actual_season` to know which season was actually rendered.

all 32 team standings (public)

compute W-L records from nfl_games for every team in a single query. offseason: when the current season has no finished games yet and no explicit season was requested, fall back to last season's final standings instead of rendering an all-zero table.

derive content-grounded tags and merge with existing (admin)

run the article auto-tagger for a single article. NEVER overwrites manually-set tags — only adds tags derived from article content. Returns the before/added/after sets so callers can see exactly what changed.

export article dataset as csv (pro)

export player_game_stats for the most recent season, filtered by the article's primary tag/position. requires lab pass (pro tier).

players and teams mentioned in an article

return player cards and team badges for entities linked in the article body.

batch-assign images from image_library to all articles (admin)

run the matching algorithm for all published articles. ensures no two articles get the same image.

bulk auto-tag every article missing tags or with empty tags (admin)

run the auto-tagger across every article. by default only fills in articles whose tags are null/empty so we don't churn manually-curated tag sets. Set only_missing=false to merge derived tags into ALL articles.

articles about a specific player

return published articles linked to a player via article_players junction.

articles about a specific team

return published articles linked to a team via article_teams junction or tags array.

last N articles (public)

Return the public article feed; list cards use excerpts.

most-used tags across published articles

return the top tags (by frequency) for the filter chip row.

ingest nfl draft picks and generate articles

ingest nfl draft picks from sleeper and generate articles. pulls the latest player data from sleeper, detects new draft picks, creates player records if needed, and generates per-round articles with historical draft analysis context.

latest news articles from the pipeline

return the most recent news articles generated by the pipeline. pipeline-generated articles have model_used='news_pipeline_v1'. optionally filter by article type.

manually trigger the news pipeline (admin)

Manually run the database-writing news pipeline. Requires admin. this is the same as the celery task but triggered on-demand.

trending players with analysis context

return sleeper trending add/drop players enriched with our statistical context. each player includes: avg ppg, trade value, trend slope, target share, snap %.

subscribe to the newsletter

add an email to the newsletter_subscribers table.

recent system-generated alerts (pro)

return the most recent system-generated alerts for a season (breakout, injury, snap surge, etc.).

historical nine-slot DFS practice optimizer (pro/demo)

Build a historical practice lineup; salaries are not provider data.

DFS lineup optimizer with salary data (pro)

generate optimal DFS lineups under salary cap constraints (requires dfs_salaries data).

DFS salaries and values (pro)

DFS player salaries with projected value for a given week. ``season=None`` (the default) derives the current NFL season inside the service — never pin a year here; a 2025 literal served last season's slates for every request. An empty slate returns an availability block distinguishing "not posted yet" from "no data ingested".

season projections list (pro)

Lab Pass projection listing; free-launch/demo bypass is explicit.

latest stored projection rows for one player (Lab Pass)

positional projections for the week (pro)

all weekly projections for a position, ranked by projected points. pro tier required.

season-long projection (pro)

season-long projection with risk assessment. pro tier required.

detailed weekly projection (pro)

detailed weekly projection with floor/ceiling. pro tier required.

convenience alias — overall weekly rankings (public)

Convenience alias for /weekly, capped at the public top 20.

full rankings with tiers — all positions or filtered (pro)

full rankings with tier assignments, floor/ceiling, notes — pro only. this endpoint is called by the frontend rankingsApi.getFull() method.

overall weekly rankings across all positions (public)

top 20 overall rankings across all positions — free tier.

top 20 positional rankings (public)

top 20 per position — free tier. returns name, rank, projected points.

full positional rankings with tiers (pro)

full positional rankings with tier assignments, floor/ceiling, notes.

Download a weekly data report PDF

selected-player distribution sum — computes P10/P50/P90 under an independence approximation and per-player variance contribution. Every selected player is included; this is not lineup selection.

compute team-level distribution from each player's empirical history.

side-by-side player comparison for trade evaluation, draft-day decisions, or weekly start/sit. assembles composite rank + eligible external expert/consensus and market/trade ranks + distribution P10/P50/P90 + 2026 projection + predictive leaderboard ranks + last-5 games + drivers, then computes per-axis A/B/TIE/N/A winners and an overall verdict (only when >= 3 axes have data on both sides).

head-to-head comparison payload — see service for the per-axis logic. NEVER fabricates winners. when either side lacks data on an axis, that axis returns winner='N/A' and is excluded from the overall verdict. cross-position comparisons (RB vs WR) include a 'projection_vs_replacement' axis that normalizes raw points against each player's positional replacement baseline so the verdict isn't biased toward WRs. dynasty mode (``format=dynasty``) pulls KTC values from expert_rankings (notes ktc_value=NNNN). NEVER fabricates dynasty values — when a player has no KTC row we surface dynasty_value=null with source='unavailable'.

weekly streaming defense leaderboard — composite of opp implied total + wind + opp YTD turnovers + def YTD sacks/INTs (analysis 258)

The file cache notices atomic refreshes; do not mask them with an endpoint TTL.

2026 dynasty rookie tier sheet — draft capital + landing spot + athletic profile + college production blended across available inputs, then bucketed into 5 relative quantiles

tier-sheet of every rookie in the 2026 class. drafted players are hydrated from wikipedia's actual draft results; skill-position rookies have college production fields populated from each player's wikipedia article when available. unknown numeric fields stay null with college_data_status='unavailable'. Missing component weights are renormalized rather than neutral-imputed. Per-component source availability and weighted input coverage are returned on every row. Tiers are class-relative quantiles, not calibrated outcome forecasts.

historical game-environment browser using archived wind, closing lines, and recent scoring-format usage

Return descriptive historical environment buckets, not lineup picks.

finalize draft and return a coverage-aware report + roster summary

Compute the user's final report, including: * H2H VBD grade, or a coverage-gated historical best-ball grade * VBD vs league average * top 3 strengths + top 3 weaknesses with explanations * comparable real-life draft template (e.g. Hyper-RB, Zero-RB) * league rosters with starter assignments * improvement suggestions for next year

record user pick, then auto-advance AI picks until user is back on the clock

record the user's pick. the service then runs AI picks forward until either the user is on the clock again or the draft is complete.

get current draft state — picks, on-the-clock, top-30 available players

fetch the current state of an in-progress mock draft.

start a mock draft — sets up league config and runs AI picks until user is on the clock

create a new mock draft. body keys: teams, scoring, format, slot, rounds. returns the full draft state with the user on the clock for their first pick. ``format`` accepts ``h2h`` (default), ``best_ball``, or the legacy ``snake`` alias for h2h. Best-ball drafts default to 18 rounds and strip K/DST from the pool (per Bible Ch14 §1).

predictive metrics leaderboards — surfaces YPRR / TPRR / target-share / air-yards-share / aDOT / YACO-over-baseline. open-source proxies; PFF/SIS/Fantasy Points have proprietary versions

leaderboard payload for one metric/position/season. v1 proxies — see is_proxy.

metadata for every metric exposed by predictive-leaderboards

returns {metrics: [...]} for the frontend dropdown.

inside-the-10 carry share leaderboard — surfaces who actually gets the goal-line work (73.7% of rushing TDs come from inside the 10)

inside-the-10 / inside-the-5 / goal-to-go carry share + TD efficiency, per RB or QB.

saved-trade server persistence is not available

Frontend saved trades are browser-local; do not pretend the API stored them.

32-team slot defense ranking (Bible Ch09 §18) — 1=toughest, 32=softest

full 32-team slot defense ranking for a season.

retrospective slot WR context using completed-season defense ranks, receiver profiles, and realized selected-game outcomes

Retrospective slot WR context for one completed historical week. This is not point-in-time start/sit advice: the defense ranks and receiver profiles use the completed season, and the weekly rows include realized game usage/results. It is also a team-level proxy, not a per-CB grade.

per-NFL-team strength of schedule by fantasy position. SOS = avg opponent FP-allowed-per-game vs the position across the schedule (analysis 261). A 2026 request distinguishes a missing schedule from a loaded schedule whose positional analysis has not been generated.

returns per-team SOS, defense rankings, and weekly heatmap rows.

weekly per-player signal grader — combines available projection, weather, matchup, usage, and consistency signals into one verdict per player. accepts EITHER {player_ids:[...]} (new recommender) OR {roster:[{slot,player_id},...]} (legacy lineup optimizer).

polymorphic body: * NEW shape: ``{"player_ids": [421, 2189, ...]}`` → returns the Start/Sit recommender response (projection, wind/Vegas, week-bounded history, leaderboards, and consistency synthesized into START / SIT / FLEX_OK / FADE). Completed-season Slot Matchups hindsight is excluded. * LEGACY shape: ``{"roster": [{"slot":"QB","player_id":"...."}], "scoring":"...", "week":...}`` → returns the legacy lineup optimizer response (used by the older StartSitBuilder UI).

weekly streaming kicker leaderboard — composite of team implied total + opp red-zone FG-lean + wind + kicker FG% (analysis 260)

top-N kickers to stream this week, ranked by composite streaming score.

Upcoming kicker projections or D/ST market shortlist

evaluate a fantasy trade — v2 (composite-v2 + projections + VBD + drivers). polymorphic body: pass {team_a_gives,team_b_gives} for the v2 shape, or legacy {team_gives,team_gets} for the older trade_service explanation+verdict response.

polymorphic body — see summary.

find up to 5 generic value-balanced candidate packages for the players you're sending out. uses the same VBD primitives as the trade analyzer and a bounded top-ranked candidate pool. this endpoint does not know league rosters, player availability, or manager needs. positive give-side VBD uses a ±10% band; nonpositive VBD uses an absolute ±5 VBD window. ranks by score = 0.5*value_match + 0.3*positional_fit + 0.2*tier_upgrade. returns each trade with give[], receive[], drivers, fairness rating, and an explicit candidate-pool limitation.

find up to 5 realistic trade packages for the give-side players. This is a generic rankings-based candidate scan, not a league trade market. Positive give-side VBD uses a relative ±10% band; nonpositive VBD uses an absolute ±5 window to avoid division by zero.

trap-game leaderboard — surfaces team-weeks where an easy opponent is sandwiched between hard ones (lookahead/letdown), often on short rest. opponent strength comes from team_win_baselines (Sharp Football). schedule mechanics layered on top: short rest, divisional, road, standalone primetime. methodology selectable; defaults to hometeam_textbook_v1. Empty responses distinguish missing schedule data from a computed zero-candidate result.

returns sortable trap-game rows + a full league-by-week grid.

historical usage-trend watchlist with illustrative FAAB ranges — GET

find trending waiver wire targets based on recent performance data (GET).

historical usage-trend watchlist with illustrative FAAB ranges — POST

find trending waiver wire targets based on recent performance data (POST).

snap + route + target + carry share trend leaderboard — ranks by 4-game OLS slope (leading indicator of fantasy points). WAIVER GEMs = STRONG_UP outside top-150 by season fantasy_pts_ppr

opportunity-trend leaderboard for one season. The waiver wire is won by spotting opportunity changes BEFORE they convert to fantasy points. Snap, route, target, and carry share trending up are leading indicators. We rank by 4-game slope, not weekly raw values.

trend analysis — target share, snap %, usage (pro)

rolling trend data for a player — target share, snap %, usage rate, fantasy output.

dashboard trending players (pro)

find players with the biggest positive or negative trend over the last 4 weeks.

get ESPN league info

Fetch a public league without accepting credentials in the URL. Private leagues use ``POST /league/{league_id}/lookup`` so ESPN cookies remain in the request body.

import your ESPN team roster

import your team's roster from an ESPN league. matches espn players against our nfl_players table using espn_id first, then falling back to name matching. returns the full roster with match status and team record. for private leagues, include espn_s2 and swid in the request body.

get ESPN league info (private-safe body)

Fetch public or private league metadata with cookies in the body.

get all rosters in an ESPN league

Fetch public-league rosters without URL credentials. Private leagues use the POST variant of this route.

get ESPN rosters (private-safe body)

Fetch rosters with any private-league cookies in the request body.

Fantrax league-ID import unavailable; use manual paste

The previously guessed public API contract is rejected by Fantrax.

manual fantrax roster import from pasted text

manual fantrax roster import — paste roster data from fantrax csv export. use this when the api can't access the league. accepts any reasonable text format with player names.

import a fleaflicker roster

import a team's roster from fleaflicker, matching players to our db. fetches the roster and league standings from fleaflicker, then matches each player against our nfl_players table by name. returns the full roster with match status, team record, and league info.

find fleaflicker leagues by email

fetch all nfl leagues for a fleaflicker user by email. fleaflicker's api is public — no password or auth token needed. returns league id, name, and the user's team id in each league.

get a fleaflicker team roster

fetch a team's roster from a fleaflicker league. returns player names, positions, teams, and lineup slots.

universal roster import — any platform, any format

import a roster from any fantasy platform by pasting text/csv. this is the catch-all fallback that works with any platform. smart player name matching handles common formats: - "Patrick Mahomes, QB, KC" - "Mahomes KC QB" - "1. Patrick Mahomes (QB) - KC" - tab/csv/pipe-delimited tables - any mix of the above returns matched players with confidence scores (0.0-1.0): - 1.0 = exact match - 0.85+ = high confidence - 0.5-0.85 = medium confidence (review recommended) - <0.5 = low confidence (likely wrong)

the caller's saved leagues

create a manual league (Scoring Lab)

delete a saved league

one saved league

rename or edit a saved league's rules

import a league's scoring and save it

Import League

import a user's roster from a sleeper league.

Search User

find a sleeper user by username.

Search User By Path

find a sleeper user by username (path param convenience route).

import every league on the linked DM account

One click after linking: list the member's DM leagues and save each under its own name. Upserts per league, so re-syncing refreshes instead of duplicating. Per-league failures are reported, never fatal.

List Leagues

list all nfl leagues for a sleeper user.

get MFL league info

fetch league name, settings, scoring, and franchise list from MFL.

import a franchise roster from MFL

import a specific franchise's roster from an MFL league. matches MFL player names against our nfl_players table and returns the match result without saving it to the user's account. body: - franchise_id: the MFL franchise identifier (e.g. "0001") - year: season year (default 2026) The upstream host is fixed to api.myfantasyleague.com; clients cannot provide or override a network destination.

get all MFL league rosters

fetch all team rosters with MFL player IDs.

import nfl.com fantasy league via api

import a league from nfl.com fantasy football. tries the nfl fantasy api first (public leagues). if the api is unavailable or the league is private, returns instructions for manual import via POST /api/nfl-import/manual. nfl.com uses GSISIDs which we cross-reference for high-confidence matching.

manual nfl.com roster import from pasted text

manual nfl.com roster import — paste roster data from nfl.com. use this when the api can't access the league (private leagues). accepts any reasonable text format with player names.

import roster from pasted RTSports data

import a roster from pasted text (CSV, tab-delimited, or plain text). RTSports allows users to export or copy their roster data. paste it here and we'll parse player names, match them against our nfl_players table, and return a structured roster. accepted formats: - "QB Patrick Mahomes KC" - "Patrick Mahomes, QB, KC" - "Patrick Mahomes\tQB\tKC" - one player name per line

get RTSports league info

try to fetch league info from RTSports. RTSports api access is limited — this may return a partial result with a suggestion to use the roster paste import instead.

import Yahoo roster manually

import a Yahoo Fantasy roster by manually entering player names. this is the fallback for when yahoo oauth isn't available. users can copy their roster from yahoo's website and paste the player names here. each player needs at minimum a `name` field. position and yahoo_player_id are optional but improve matching accuracy. example request body: ```json { "league_name": "My Yahoo League", "team_name": "Team Awesome", "league_id": "123456", "players": [ {"name": "Patrick Mahomes", "position": "QB", "slot": "QB"}, {"name": "Derrick Henry", "position": "RB", "slot": "RB"}, {"name": "CeeDee Lamb", "position": "WR", "slot": "WR"}, {"name": "Travis Kelce", "position": "TE", "slot": "TE"}, {"name": "Josh Allen", "position": "QB", "slot": "BN"} ] } ```

get Yahoo league info

Return manual-import guidance for a Yahoo league key. Raw OAuth tokens are intentionally not accepted by this route (especially not in its URL). A future Yahoo OAuth integration must use a server-side authorization-code flow and encrypted token storage. accepts league_key in multiple formats: - nfl.l.123456 - 449.l.123456 - just the numeric id: 123456 - full url: https://football.fantasysports.yahoo.com/f1/123456

admin-only Stripe subscription reconciliation

Compare canonical rows with Stripe; mutate only with explicit apply=true.

receive stripe webhook events

Verify a signature and update subscription entitlement state. An entirely unconfigured local environment is acknowledged as inactive. Any partial or explicitly disabled live-looking configuration returns 503 so Stripe retries instead of losing an event or mutating entitlements while the release safety switch is off.

current subscription tier + period end

Return the exact plan, lifecycle, provenance, and portal capability. safe to call without auth — anonymous callers get the free tier shape so the marketing pricing page can read ``configured`` without 401ing.

log in

validate credentials and return tokens.

revoke the current refresh session

Revoke the refresh-token family so copied tokens cannot rotate again.

get current user profile

fetch the authenticated user's full profile.

update current user profile

Persist the authenticated user's editable profile fields.

refresh access token

exchange a valid refresh token for a new access + refresh pair.

register new user

create a new free-tier account and return tokens.

set a new password using a reset token

Complete a password reset. The token is bound to the current password hash, works once, and expires after 1 hour.

aggregated dashboard data

return trending players, alerts, top pickups for the dashboard.

2026 dynasty rookie tier sheet export

csv export of the 2026 rookie tier sheet from rookie_tier_service. columns: ``tier,tier_label,position,name,team,draft_round,draft_pick, capital_tier,dynasty_score,input_coverage_pct,missing_components, imputed_components,draft_capital,landing_spot,athletic_profile,production, position_premium and per-component availability fields. Missing component scores are blank and are never exported as neutral placeholders.

verified current fantasy-player pool export

CSV export of the active bounded player pool (QB/RB/WR/TE/K). Columns start with the immutable pool rank/release/generated/cutoff provenance, followed by player identity, verified team, bio, bye and observed-status fields.

public composite cheat-sheet export

Public CSV cheat sheet of the latest forgestat composite ranking. columns: ``overall_rank,position_rank,name,position,team,tier,bye_week`` only rows from the canonical composite ranker (v2 with v1 fallback) are emitted; we DO NOT fabricate ranks. Projection values remain on gated projection surfaces and are intentionally absent from this public export.

global search across players, articles, teams, tools

aggregated search for the site-wide header search bar. returns up to 5 players, 3 articles, 2 teams, and matching tools. caps are fixed (not derived from ``limit``) so each result group always renders predictably regardless of the slider.

mark a review item reviewed (admin)

publish one immutable approved tier manifest (admin)

approve an exact previewed tier publication (admin)

validate and preview one complete tier run (admin)

articles pending publication (admin)

articles in draft / review / scheduled states.

live pipeline health from ingestion logs (admin)

data pipeline health (admin)

Return the latest recorded result for every ingestion source/table.

manually trigger data refresh (admin)

Dispatch one or more real Celery tasks and return their result id.

subscriber count and metrics (admin)

Return measurable account metrics without inventing Stripe analytics.

search and monitor user accounts (admin)

user account and change history (admin)

grant or revoke local manual access (admin)

edit a safe user profile field (admin)

search undrafted players

record the on-the-clock pick

best available for your next pick

current draft state

Follow the member's Draft Monkeys draft

ingest new picks from the sleeper draft

undo the most recent pick

import league settings for the assistant (pro)

Fetch authorized/public league settings in the assistant's schema. Draft Monkeys goes through DM's read-only partner draft-settings API (Bearer key, rate-limited, audited, no PII) — the pause is over.

start a live draft assistant session (pro)

submit feedback anonymously or with an account

list feedback (admin)

feedback detail (admin)

update feedback (admin)

reply to feedback (admin)

claim feedback for Hermes review

save Hermes feedback review

my feedback history

current league-wide injury report

one player's injury report history

injury reports first seen in the last N days

the latest season/week we actually have real game data for. Computed from player_game_stats joined to regular-season games — not the calendar, and not projections/rankings, both of which can (and, verified 2026-09-02, already do) have full-season rows before a single snap of that season has been played. The frontend's GAME_DATA_SEASON self-advances from this response instead of a human editing a constant on kickoff weekend.

public, read-only, cheap (in-process cached ~60s) — safe to call from every tool page on mount.

bounded database readiness

Recent read-only DB availability; not the container liveness probe.