Manage paid ads on AdManage.ai from declarative config - default schedules launches across Meta/TikTok/Snapchat/Pinterest/LinkedIn (always PAUSED); create provisions Meta campaigns and ad sets.
Manage paid ads on AdManage.ai from declarative config - default schedules launches across Meta/TikTok/Snapchat/Pinterest/LinkedIn (always PAUSED); create provisions Meta campaigns and ad sets.
var
Selects which flow runs (parse from ${var}):
- empty / unset (default) → SCHEDULE branch: read config.yaml, pick schedule
entries matching today, and launch those ads in-run via AdManage.ai.
Launches PAUSED by default; dailySpendCap circuit-breaker; never auto-activates
live spend.
- "create" → CREATE branch: read config.create.yaml, diff against
.admanage-state/campaigns.json, and create the missing Meta campaigns + ad sets
in-run. On-demand; creates entities PAUSED; returned IDs are written back into
state so the schedule branch can launch into them.
schedule
0 8 * * *
commits
true
permissions
["contents:write"]
tags
["growth","ads"]
requires
["ADMANAGE_API_KEY"]
${var} selects the flow. Empty/unset = schedule (launch ads into existing ad sets). create = create-campaign (provision Meta campaigns + ad sets). Both are config-driven, PAUSED-by-default, and make the AdManage API calls in-run via ./secretcurl (the {ADMANAGE_API_KEY} placeholder keeps the key off the command line), behind fail-closed spend guardrails.
Reads a declarative config, computes what to do, and makes the AdManage.ai API calls in-run via ./secretcurl. The calls are an irreversible outbound side-effect (real ad spend), so they are each branch's final actions and run only behind the guardrails below (PAUSED-by-default, dailySpendCap circuit-breaker, dry-run). ADMANAGE_API_KEY is injected in-run via this skill's requires: — always write it as the {ADMANAGE_API_KEY} placeholder, never a bare $ADMANAGE_API_KEY (the Bash permission layer refuses that).
Preamble (both branches)
Read memory/MEMORY.md for context. Read the last ~3 days of memory/logs/ for recent launch / provisioning activity — don't re-report a signal already logged.
Parse ${var}:
empty / unset → run the Schedule branch below.
create → run the Create branch below.
anything else → log SCHEDULE_ADS_UNKNOWN_SELECTOR: <value> and exit cleanly (no notify).
Both branches spend real money on ad platforms. The shared safety posture (see each branch) is: PAUSED by default, config-only (never invent campaigns/creative/targeting), dry-run available, and exit silently when there's nothing to do.
Schedule branch (default — empty ${var})
Reads skills/schedule-ads/config.yaml, picks schedule entries matching today, and launches those ads in-run via AdManage.ai (POST /v1/launch through ./secretcurl), behind the spend guardrails below.
Safety defaults (schedule)
This branch spends real money on ad platforms. Guardrails, in priority order:
PAUSED by default. Every launch request sets the entity to PAUSED. The operator has to resume manually in the AdManage dashboard before spend starts. in config is the explicit opt-out.
launchPaused: false
Daily spend cap. Before launching, the branch checks GET /v1/spend/daily for today. If spend ≥ dailySpendCap in the config, all launches are skipped and a warning is notified. If the spend figure can't be verified (malformed / empty response), fail closed — skip and notify, don't launch. This is a circuit breaker, not a budget enforcer — platform budgets still apply.
Dry-run mode. If DRY_RUN=true in env or dryRun: true in config, the branch builds the payloads, writes them to .pending-admanage/dryrun/, notifies what would launch, and exits without calling the API.
Config-only. The branch does not invent campaigns, creative, or targeting. If there's no schedule for today, it exits cleanly with no API calls.
Single source of truth. All ads/campaigns/targeting live in config.yaml. The branch never generates new creative on the fly.
Network note (schedule)
Launching ads is an irreversible outbound side-effect (real ad spend), so it is the branch's final action and runs only after the guardrails above pass:
Auth'd calls go through ./secretcurl with the {ADMANAGE_API_KEY} placeholder — never a bare $ADMANAGE_API_KEY (the Bash permission layer refuses that). ADMANAGE_API_KEY is injected in-run via requires:.
The branch checks the daily spend cap (GET /v1/spend/daily), then per batch calls POST /v1/launch, polls GET /v1/batch-status/{id} to a terminal state, and reports via ./notify.
If ADMANAGE_API_KEY is unset, or the launch/spend call fails, skip the launch and notify — do not retry blindly. There is no deferred postprocess fallback.
Steps (schedule)
Load config. Read skills/schedule-ads/config.yaml. If the file doesn't exist, log SCHEDULE_ADS_NOT_CONFIGURED and exit cleanly (no notify, no error). The example template lives next to this file as config.example.yaml.
Validate config shape. Required top-level keys: defaults (with adAccountId, workspaceId, page), and schedules (array). If either is missing, file an issue in memory/issues/ per the CLAUDE.md issue tracker convention, notify once, and exit.
Pick today's schedule entries. For each entry in schedules, match against today's date:
when.everyDay: true → always matches.
when.dayOfWeek: monday (or any weekday name, lowercase) → matches if today is that weekday (UTC).
when.date: "2026-04-25" → matches only on that exact date.
when.dates: ["2026-04-25", "2026-05-02"] → matches if today is in the list.
when.cron: "0 8 * * 1" → (advanced) matches if today satisfies the cron. Optional — skip if it's too much parsing effort.
If no entries match today, log SCHEDULE_ADS_NOTHING_TODAY and exit cleanly (no notify).
Build launch payloads. For each matching schedule entry, construct the AdManage POST /v1/launch body:
{"ads":[{"adName":"<templated from ad.adName, {date} replaced>","adAccountId":"<from defaults or entry override>","workspaceId":"<from defaults or entry override>","title":"<from ad>","description":"<from ad>","cta":"<from ad or defaults.cta>","link":"<from ad>","page":"<from defaults>","insta":"<from defaults, Meta only>","adSets":[{"value":"<id>","label":"<name>"}],"media":[{"url":"<media url>"}],"status":"PAUSED"}]}
Enforce status: PAUSED on every ad unless defaults.launchPaused is explicitly false. Never strip it silently.
Template substitutions inside string fields:
{date} → today's ISO date (YYYY-MM-DD)
{dateHuman} → "April 21, 2026" style
Pre-flight validation. For each payload:
media[*].url must be an absolute https:// URL. Reject entries with local paths or obviously broken URLs.
adSets[*].value must be a non-empty string. If missing, skip the entry with a warning in the log.
For Meta entries (adAccountId starts with act_): page and insta must be set. TikTok/Snapchat/etc. have their own requirements — don't block on Meta-specific fields for other platforms.
title and description must be non-empty.
Drop invalid entries, keep going. Log which ones were skipped and why.
Handle dry-run. If DRY_RUN=true or config.dryRun: true:
Write payloads to .pending-admanage/dryrun/{schedule-name}-{timestamp}.json.
Notify a preview (see step 9) but with [DRY RUN] prefix.
Skip step 7.
This mode exists for the operator to sanity-check before arming real launches.
Launch in-run. This is the branch's final action — spends real money, so run the guardrails first. Only ./secretcurl, jq, date, echo, mkdir, grep, python3, and the Write tool are available.
a. Config check.[ -n "${ADMANAGE_API_KEY:+x}" ] (the ${VAR:+x} form — a bare $ADMANAGE_API_KEY trips the secret-expansion analyzer and reads as unset). If unset → notify "ads computed but ADMANAGE_API_KEY missing — nothing launched" and stop.
b. Daily spend circuit-breaker (once). Take the strictest dailySpendCap (CAP) across today's payloads. If set, read today's spend and fail closed unless it's a clean number below the cap:
Write artifact to output/.chains/schedule-ads.md so downstream chain consumers can read what was queued. Format:
# Schedule Ads — ${today}
Queued: N launches across M schedules.
Dry-run: yes|no.
## Entries-<schedulename>: <adcount> ads, platform=<meta|tiktok|…>, paused=<bool> -<adName> — <title>
Notify via ./notify. Keep it tight:
*Ads queued — ${today}${dryRunSuffix}*
<N> launches queued from <M> schedules.
- <schedule name> → <ad count> ads <platform> <paused|LIVE>
"<first adName>"
- ...
<if dry-run>
no API calls made — remove DRY_RUN to arm.
<else>
launched via AdManage (PAUSED) — resume in the dashboard to start delivery.
If nothing matched today (no launches), don't notify at all.
Log — see the shared Log section below (discriminator: schedule).
Config schema (schedule)
See skills/schedule-ads/config.example.yaml for a filled-in template. Minimum viable config:
defaults:adAccountId:act_XXXXXXXXXXworkspaceId:XXXXXXXXXXXXpage:XXXXXXXXXXXX# Meta Page IDinsta:XXXXXXXXXXXX# Instagram user IDcta:LEARN_MORElaunchPaused:true# NEVER change this without thoughtdailySpendCap:50# USD. Circuit breaker.dryRun:falseschedules:-name:weekly-promoplatform:metawhen: { dayOfWeek:monday }
adSets:- { value:"120xxxxxxxxxxxxx", label:"US Broad 25-55" }
ads:-adName:"Weekly promo — {date}"title:"Headline copy here"description:"Supporting copy in a sentence or two."cta:LEARN_MORElink:https://example.commedia:-url:https://media.admanage.ai/your-account/hero.mp4
What the schedule branch does NOT do
Does not create campaigns or ad sets. Those must pre-exist in AdManage — use the create branch (${var}=create), the dashboard, or POST /v1/manage/create-campaign separately. This branch only launches ads into existing ad sets.
Does not upload creative. Media URLs must be hosted somewhere accessible (AdManage CDN, your own CDN, Supabase, wherever). If you need upload, add a separate upload-ad-media skill that calls POST /v1/media/upload/url.
Does not generate copy. Titles/descriptions come from config. If the operator wants AI-written variants, a separate skill can write them into config.yaml and commit — keeps the launch path boring and auditable.
Does not manage budgets, bids, or targeting. Everything downstream of launch (scaling, pausing losers, budget shifts) lives in follow-up skills or the dashboard.
Does not launch to Google Ads, Axon, or Taboola in v1. Config schema is deliberately Meta/TikTok/Snapchat/Pinterest/LinkedIn-shaped. Adding Google/Axon later is straightforward but their launch shapes differ enough to need their own validation.
Create branch (${var}=create)
Reads skills/schedule-ads/config.create.yaml, figures out which campaigns/ad sets don't exist yet, and creates them in-run via AdManage.ai (/v1/manage/create-* through ./secretcurl) — campaigns first, then ad sets referencing the returned campaign IDs — writing the new IDs back to .admanage-state/campaigns.json.
This branch is on-demand — invoke it manually when you want to provision new campaigns, then reference the returned IDs in skills/schedule-ads/config.yaml (schedule branch) to launch creatives into them.
Read .admanage-state/campaigns.json (if it exists) to see what's already created.
What this branch provisions
Two entity types only:
Meta campaigns — name, objective, budget, bid strategy, promoted object.
Meta ad sets — name, budget, optimization goal, targeting (geo/age/platforms), destination.
Everything else (TikTok/Snapchat/Pinterest/LinkedIn campaigns, advanced Meta fields like valueRuleSetId or Advantage+ catalog) is v2+. The shape below is intentionally minimal.
Safety defaults (create)
Same posture as the schedule branch:
PAUSED by default. Every campaign + ad set is created with status: PAUSED. No surprise spend.
Idempotent. The branch tracks created entities in .admanage-state/campaigns.json. If a campaign name already exists in state, it's skipped. Run it twice → no duplicates.
Dry-run mode.DRY_RUN=true or config.dryRun: true → payloads written to .pending-admanage/dryrun-create/, notified, no API calls.
Config-only. No config file → exit silently. No invented campaigns, no autonomous provisioning.
Network note (create)
Provisioning campaigns and ad sets is an irreversible outbound side-effect, so it is the branch's final action and runs in-run only after the diff + validation pass:
Auth'd calls go through ./secretcurl with the {ADMANAGE_API_KEY} placeholder — never a bare $ADMANAGE_API_KEY. The key is injected in-run via requires:.
Order matters: create all campaigns first (POST /v1/manage/create-campaign), keep a config-name → campaignId map, then create ad sets (POST /v1/manage/create-adset) substituting each parent's real campaign ID. Write every new ID back to .admanage-state/campaigns.json as you go (the workflow's Commit step persists it).
If ADMANAGE_API_KEY is unset, or a create call fails, record the failure and continue with the rest — never retry blindly, never invent IDs. An ad set whose parent campaign failed to create is skipped. There is no deferred postprocess fallback.
Steps (create)
Load config. Read skills/schedule-ads/config.create.yaml. If it doesn't exist, log CREATE_CAMPAIGN_NOT_CONFIGURED and exit cleanly (no notify). The example template lives next to this file as config.create.example.yaml.
Load state. Read .admanage-state/campaigns.json. If it doesn't exist, treat as empty. Shape:
Validate config shape. Required: defaults.adAccountId, defaults.workspaceId, campaigns[]. Each campaign needs name and objective. Each ad set needs name, and either optimizationGoal (explicit) or a compatible parent objective. If validation fails, file an issue in memory/issues/ and exit.
Compute diff. For each campaign in config:
Match against state by exact name. If present, mark as existing.
If missing, mark as new and queue a campaign create.
For each ad set under the campaign, match against the parent's adSets[] in state by name. If missing, mark it for creation (carrying a parentCampaignConfigName reference you resolve to a real campaign ID in-run, once the parent campaign create returns).
If nothing is new, log CREATE_CAMPAIGN_ALL_EXIST and exit without notify.
Build campaign create payloads. Per the AdManage POST /v1/manage/create-campaign shape:
Skip keys that are null/absent in config — don't send empty strings. Always force status: PAUSED unless defaults.launchPaused: false is set explicitly.
Build ad-set create payloads. Per POST /v1/manage/create-adset:
The __RESOLVE_FROM_PARENT__ sentinel + parentCampaignConfigName marks an ad set whose you fill in-run, from the map built as each campaign create returns (step 9b). If the parent campaign was (already in state), write the real campaign ID directly and drop the sentinel.
Pre-flight validation.
adAccountId must start with act_ (this branch is Meta-only in v1).
dailyBudget must be a positive number in dollars (not cents).
objective must be one of the documented Meta objectives: OUTCOME_TRAFFIC, OUTCOME_ENGAGEMENT, OUTCOME_LEADS, OUTCOME_AWARENESS, OUTCOME_SALES, OUTCOME_APP_PROMOTION.
Targeting geo_locations.countries must be a non-empty array.
Drop invalid entries, keep going, log what was skipped and why.
Handle dry-run. If DRY_RUN=true or config.dryRun: true: write payloads to .pending-admanage/dryrun-create/ instead, notify with a [DRY RUN] prefix, skip step 9.
Create in-run. This is the branch's final action — provisions real entities, so run only after the diff + pre-flight pass. Only ./secretcurl, jq, date, echo, python3, and the Write tool are available (no mv). Seed .admanage-state/campaigns.json to {"campaigns":[]} if missing.
a. Config check.[ -n "${ADMANAGE_API_KEY:+x}" ] (the ${VAR:+x} form — a bare $ADMANAGE_API_KEY trips the secret-expansion analyzer and reads as unset). If unset, notify "campaigns computed but ADMANAGE_API_KEY missing — nothing created" and stop (state unchanged).
b. Campaigns first. For each new campaign, POST /v1/manage/create-campaign:
On success: remember configName → campaignId (for step 9c) and append {configName, campaignId, adAccountId, createdAt, adSets:[]} to .admanage-state/campaigns.json. On failure: record the error, skip this campaign's ad sets.
c. Then ad sets. For each new ad set, resolve campaignId: if it's __RESOLVE_FROM_PARENT__, look it up by parentCampaignConfigName in the map from 9b or existing state — if the parent isn't found (its create failed), skip the ad set with a warning. Then POST /v1/manage/create-adset (same ./secretcurl shape). On success: append {configName, adSetId, createdAt} under the parent campaign in .admanage-state/campaigns.json (via python3/Write — no mv).
Ordering is explicit here (campaigns loop fully before the ad-sets loop), so children always reference a resolved parent ID.
Write artifact to output/.chains/create-campaign.md so chain consumers can see what was queued:
# Create Campaign — ${today}
New campaigns: N.
New ad sets: M.
Dry-run: yes|no.
## Campaigns-<name> — <objective>, $<dailyBudget>/day
- ad set: <name> — <optimizationGoal>, $<dailyBudget>/day, <countries>## Skipped (already exist)-<name>
Notify via ./notify. Tight format:
*Campaigns queued — ${today}${dryRunSuffix}*
<N> campaigns, <M> ad sets queued for creation.
- <campaign name>
- adset: <adset name> — <country>, $<budget>/day
<if dry-run>
no API calls made — remove DRY_RUN to arm.
<else>
created via AdManage (PAUSED); new IDs written to .admanage-state/campaigns.json.
If nothing is new, don't notify at all.
Log — see the shared Log section below (discriminator: create).
Config schema (create)
See skills/schedule-ads/config.create.example.yaml for a filled-in template. Minimum viable config:
defaults:adAccountId:act_XXXXXXXXXXworkspaceId:XXXXXXXXXXXXlaunchPaused:true# never flip without a reasondryRun:false# true = build, don't callcampaigns:-name:"Prospecting — Q2 2026"objective:OUTCOME_TRAFFICdailyBudget:50bidStrategy:LOWEST_COST_WITHOUT_CAPpromotedObject:pixel_id:"123456789012345"adSets:-name:"US Broad 25-54"dailyBudget:15optimizationGoal:LANDING_PAGE_VIEWSdestinationType:WEBSITEtargeting:geo_locations: { countries: ["US"] }
age_min:25age_max:54publisher_platforms: [facebook, instagram]
Interaction with the schedule branch
The create branch writes new IDs to .admanage-state/campaigns.jsonwithin the same run; from there they're yours to reference in skills/schedule-ads/config.yaml (schedule branch) under adSets[].value. The two flows are intentionally decoupled:
create branch provisions structure (container).
schedule branch launches creative into that structure (contents).
They still don't auto-chain — the schedule branch reads config.yaml, which you edit by hand. Pattern is: run ${var}=create (provisions + writes IDs in-run) → read the new IDs from .admanage-state/campaigns.json / the create-run notify → copy them into config.yaml → next default (schedule) run launches into them.
What the create branch does NOT do
Doesn't touch existing campaigns. Once a campaign is in state, this branch leaves it alone. Budget changes, bid changes, status flips, renames — all handled elsewhere (dashboard or a separate skill).
Doesn't delete or archive. No destructive paths.
Doesn't provision media, pages, or pixels. Pixel IDs must already exist in AdManage. Use GET /v1/conversions/pixels to discover them.
Doesn't create TikTok / Snapchat / Pinterest / LinkedIn structures. Those have different payload shapes and live in v2.
Doesn't resume paused campaigns. PAUSED is the end state; the operator unpauses manually when ready.
Log (both branches)
Append to memory/logs/${today}.md under ONE ### schedule-ads heading. First bullet is a discriminator naming which branch ran.
### schedule-ads
- Branch: create
- New campaigns created: <count> (ok/fail)
- New ad sets created: <count> (ok/fail)
- State: new IDs written to .admanage-state/campaigns.json (live) | dry-run preview in .pending-admanage/dryrun-create/
Environment Variables
ADMANAGE_API_KEY — the AdManage.ai API key, injected in-run via this skill's requires: and used by both branches for the /v1/* calls. Always pass it as the {ADMANAGE_API_KEY} placeholder to ./secretcurl, never a bare $ADMANAGE_API_KEY on the command line.
DRY_RUN — optional. If true, forces dry-run mode regardless of config, in whichever branch runs.
Notification channels configured via repo secrets (see CLAUDE.md).
Output
End with a ## Summary block naming the branch that ran:
create: new campaigns queued, new ad sets queued, skipped (already-exist) count, dry-run yes/no, files written.
exit
c. Per batch: launch, then poll. For each payload { ads: [ ... ] }:
RESP=$(./secretcurl -sS --max-time 60 -w 'http=%{http_code}\n' -X POST "https://api.admanage.ai/v1/launch" \
-H "Authorization: Bearer {ADMANAGE_API_KEY}" -H "Content-Type: application/json" -d "$PAYLOAD")
# success => .success==true and .adBatchId set; else record FAILED (.message/.error) and continue.# Poll GET /v1/batch-status/$BATCH_ID (~90s, 5s interval) until .summaryStatus is success|error.
Record each batch's outcome (ok / error / still-running-after-timeout) for the notify. Ads launch PAUSED (the payload sets it) unless launchPaused: false.
