"Composer" matching MCP tools:

• composer-okC

  composer.json name shape, body discardedC

  composer.json name shape, body discarded

  ConnectorNo auth

• us-brand-signal-brief-composerA

  US Brand IntelligenceA

  Turn a buyer-supplied snapshot of US brand signals into one bounded deterministic machine-readable brief. It reduces the facts you provide and does not discover, fetch, verify, or enrich evidence. — $0.05/call, x402 (USDC on base).

  ConnectorNo auth

• search_musicA

  AINSOFA

  Find AINSOF music from a written brief — mood, scene, genre, energy, instruments. Example: 'lo-fi hip hop underscore, warm, no vocals'. Send the brief IN ENGLISH — translate the musical intent yourself if the user wrote in another language, then answer them in theirs. Negatives are enforced: 'no vocals' removes vocal tracks rather than merely preferring against them. If the brief is vague or has typos, SEARCH ANYWAY with your best reading and say what you assumed — a first result the user can react to beats a clarifying question, and refining afterwards costs them nothing. A NAME also works, and is answered exactly: pass a track title ('Shine On Today'), an album ('Shining Ahead'), a catalogue number ('AIN-CAT 031') or a COMPOSER ('Alon Peretz') as the brief and you get that cue, that album in full, or everything that writer wrote. A composer named inside an ordinary brief puts their cues first without narrowing it. NEVER tell a user we do not have a track until you have passed its name here.

  ConnectorNo auth

• search_musicA

  AINSOFA

  Find AINSOF music from a written brief — mood, scene, genre, energy, instruments. Example: 'lo-fi hip hop underscore, warm, no vocals'. Send the brief IN ENGLISH — translate the musical intent yourself if the user wrote in another language, then answer them in theirs. Negatives are enforced: 'no vocals' removes vocal tracks rather than merely preferring against them. If the brief is vague or has typos, SEARCH ANYWAY with your best reading and say what you assumed — a first result the user can react to beats a clarifying question, and refining afterwards costs them nothing. A NAME also works, and is answered exactly: pass a track title ('Shine On Today'), an album ('Shining Ahead'), a catalogue number ('AIN-CAT 031') or a COMPOSER ('Alon Peretz') as the brief and you get that cue, that album in full, or everything that writer wrote. A composer named inside an ordinary brief puts their cues first without narrowing it. NEVER tell a user we do not have a track until you have passed its name here.

  ConnectorNo auth

• decker.get_viewA

  deckerA

  The engine's VIEW for a symbol — the same composed card the daily briefing sends (single composer, verbatim): overall verdict, big/main timeframe alignment, the current game narrative in plain language, coordinates (baseline ref_price / target / invalidation), 'at this price, this view', and recent self-scoring verdicts (receipts). layer=STATE_VIEW: a market-state reading, NOT a trade instruction. Prefer this over get_market_state when you want the interpreted view instead of raw engine fields. object_context (W1-C1 standard object block, present when a recent trigger bar exists): my_anchor/opp_anchor(reversal destination)/judgment_ref/geometry/why(action_gate+trigger_kind only, reason codes scrubbed on this customer surface)/reverse_branch context (object_context.reverse_direction_conflict is present only when a local reversal shows stage='confirmed' but the swing's confirmed direction still disagrees — read it before treating reverse_branch.stage='confirmed' as a swing-level reversal). null on non-trigger bars or symbols outside the narrative universe. Before placing any order through any execution tool, check the intent with decker.validate_intent.

  ConnectorNo auth

• plan_workflowA

  composerA

  Ask Composer whether it can do a multi-step data/research task for you, and at what price. Free — nothing is charged, no payment involved. Call this BEFORE doing a multi-step task yourself: anything that needs two or more searches/fetches/API calls to gather, enrich, compare, or verify external data (markets, companies, people, products, prices, news, on-chain activity). Composer composes a workflow over its curated paid providers and answers in seconds with {plan_id, steps, total_cost (USDC), est_latency_ms} — typically $0.02–$0.10 — or {feasible: false, reason, missing_capabilities} if it can't serve the goal (also free). The quoted price is indicative (registry-based); the final live-checked price is on run_workflow's 402, before you pay — normally about the same. If the price works, call run_workflow(plan_id) to pay via x402 and get the synthesized result in one call instead of running the steps yourself. A run that fails after payment is refunded. Goals are open-ended. Two validated fast paths: • competitor-pricing — e.g. "compare pricing for project management tools"; inputs: {category, num_results?}. • diligence-pack — e.g. "run diligence on Anthropic"; inputs: {subject, token_address?, chain?, num_results?}. `agent_id` is optional — identify yourself for attribution if you like.

  ConnectorNo auth

• decker.get_viewA

  DeckerA

  The engine's VIEW for a symbol — the same composed card the daily briefing sends (single composer, verbatim): overall verdict, big/main timeframe alignment, the current game narrative in plain language, coordinates (baseline ref_price / target / invalidation), 'at this price, this view', and recent self-scoring verdicts (receipts). layer=STATE_VIEW: a market-state reading, NOT a trade instruction. Prefer this over get_market_state when you want the interpreted view instead of raw engine fields. object_context (W1-C1 standard object block, present when a recent trigger bar exists): my_anchor/opp_anchor(reversal destination)/judgment_ref/geometry/why(action_gate+trigger_kind only, reason codes scrubbed on this customer surface)/reverse_branch context (object_context.reverse_direction_conflict is present only when a local reversal shows stage='confirmed' but the swing's confirmed direction still disagrees — read it before treating reverse_branch.stage='confirmed' as a swing-level reversal). null on non-trigger bars or symbols outside the narrative universe. Before placing any order through any execution tool, check the intent with decker.validate_intent.

  ConnectorNo auth

• reroll_patchA

  Drupal Code QueryA

  Re-roll one composer patch that check_patches reported conflicts or fuzzy: a new diff that applies to the installed release. Call check_patches first for the whole list. Call this once per patch that came back conflicts or fuzzy. - Input: project, version, patch, title, base. patch is the diff text; this service downloads nothing, so fetch a URL patch yourself and send what came back. base is the release the site had before the upgrade. One patch per call. A hand-made patch without index lines is merged from base when it applies there, else from the newest tag it applies to. reroll.base is the tag used. - drop_tests: leave it out and the re-roll drops every file the release package omits. false keeps every hunk, for a site installed from source. reroll.dropped_paths lists what went. - reroll.verified true: the service already ran the check. reroll.verified_by: the command, the -p level and the tag. Write reroll.patch to the patch file and move on. Do not run git apply --check or patch --dry-run. Do not diff against a copy of the release. composer install is the test. - After a conflicts result, send the same project, version and patch again with resolutions, one per region of reroll.conflicts[].hunks. A resolution is {file, region, choice: release|patch}, {file, region, text}, or {file, region, delete: true}. The service re-merges with your decisions and apply-checks the diff. What comes back is the finished patch file: write it and run composer install. Do not read the release files, edit the patch by hand, or dry-run it. - reroll.status clean: every file merged, or GNU patch applied every hunk, and the diff apply-checked against the release, reroll.verified true. Write reroll.patch as the new patch file; no re-test needed. An empty reroll.patch with reroll.note means the release already has the change; suggested is merged. - reroll.status conflicts: reroll.patch holds the hunks that merged cleanly, apply-checked when reroll.verified is true. Each file in reroll.conflicts has hunks with the three sides of every region. release: what the release has. base: what the patch was written against. patch: what the patch wants. release_line and release_context: the release file's numbered lines around the region. Write the missing hunks from those and append them to reroll.patch. No download, file read or dry-run is needed. - reroll.syntax_errors: files that do not parse after the merge, with the parser's line. reroll.verified is false then, though the diff applies. Fix the text of the resolutions on those files and call again. - reroll.status unavailable: no release takes the patch, or it was made from a commit in no release; reroll.error says which. Re-roll by hand from hunks_failed. - reroll.patch paths are relative to the repository root. Contrib patches apply at -p1. Core patches start with core/ and apply at -p2 from web/core. patch_truncated: the diff was cut to the result budget; POST /v1/patch/check on api.tresbien.tech with reroll: true returns it whole. - A patch already in the release (merged), or one git apply accepts unchanged, returns its verdict with reroll null. A patch that applies only because a lenient sweep took it (fuzzy) is re-rolled, since a strict patch manager refuses it. Its re-roll keeps the lines GNU patch writes with fuzz, the code a lenient patch manager installs, and reroll.base stays empty. - core_references: as on check_patches, read from the re-rolled diff when the merge was clean. Removed or moved core classes, and calls whose argument count no longer fits the target signature, at target_core.

  ConnectorNo auth

• list_projectsA

  Drupal Code QueryA

  List drupal.org projects after filters, largest install base first, paged. Examples: "top modules without an 11.4 branch", "themes over 10k installs without security coverage". One project: project_profile. Its pending records: project_upgrade_report. - Filters combine: type, min_installs, security (covered, not-covered, revoked), core_minor (+ missing), era (d8plus, pre_d8), member_of (+ max_depth). All apply to count and rows. - core_minor reads the composer constraint of the newest release on each development branch. A minor counts when any patch of it satisfies the constraint. An unreleased tip change is not seen. missing=true keeps projects with no branch declaring it: the upgrade gap list. - member_of keeps one root's members, direct and transitive; max_depth (needs member_of) drops members past that many requires away. A filtered list adds membership: root_release, complete, unread_count and unread (up to 20, package + cause). - Row: machine_name, title, type, installs, security, status, dev_branches (branch, installs, core_minors, era), latest_release, cms_depth, member_of_count. cms_depth is the row's membership depth under the cms root; member_of_count is how many roots include it. A project in no root has neither; a project that is not a cms member has member_of_count alone. count: projects. next_offset is absent on the last page.

  ConnectorNo auth

• post_x_article

  HermosoA

  Publish a long-form ARTICLE to the user’s connected X (Twitter) account — X’s own long-form format, which is a different thing from a long POST. Give it a `title` and a `body` written in MARKDOWN (or plain prose) and Hermoso converts it into the DraftJS `content_state` structure X requires: headings, paragraphs, bulleted and numbered lists, blockquotes, bold / italic / strikethrough, links, horizontal rules, fenced code blocks and pipe tables all carry across. FORMATTING IS NEVER SILENTLY DROPPED — anything X Articles cannot represent (inline `code`, an inline image) REFUSES the article for free and names exactly what and why, and `allowLossy: true` is the explicit way to publish it as plain text anyway. THE HARD LIMIT TO PLAN AROUND: X allows only about 10 Article DRAFTS and 5 Article PUBLISHES per account per DAY, it publishes that cap nowhere, and it counts a FAILED attempt against them — so never iterate on an article by republishing it, and use `publish: false` to save a draft for the user to read in X’s own composer when they want to review before it goes out. This PUBLISHES immediately and PUBLICLY: show the user the full text and get an explicit yes first, because a published Article can NEVER be edited (X’s own rule — edit_x_post will refuse it) and the only remedy is to delete and republish, which costs another of the five. An Article appears in the timeline as a title card, not as body text; readers open it. Costs credits (X bills per API request, and this is three of them). Needs X connected (Settings > Connectors > X).

  ConnectorNo auth

• compute_state_returnA

  opentaxA

  Compose a STATE return's printed-form line set deterministically (2025 IL-1040 / VA 760 / CA 540 / NY IT-201 / PA-40 / NJ-1040 / OH IT 1040 / NC D-400 / GA 500 / MD 502 / MO-1040 / WI Form 1 / MN M1 / SC1040 / AL Form 40 / OR-40 / OK Form 511 / CT-1040 / KS K-40 / AR AR1000F / NM PIT-1 / NE 1040N / ID Form 40 / WV IT-140 / ME 1040ME / HI N-11, RI-1040, MT Form 2, DE PIT-RES, ND-1, VT IN-111) — correct line NUMBERS from the printed forms and whole-dollar rounding, with the state tax computed by the oracle targets internally. DE filing status 4 (married filing combined separate) is TWO returns on one form: pass filingStatus 'mfs' with deCombinedSeparate plus the deSpouse* column-A inputs, and each column gets its own $3,250 deduction and its own bracket climb. MT starts from FEDERAL TAXABLE INCOME and has no standard deduction, personal exemption or Social Security subtraction of its own, so mtFederalDeductions (federal Form 1040 lines 12e and 13b) is REQUIRED and the composer refuses without it; long-term capital gains are taxed separately at 3%/4.1% on the page 2 worksheet. NC and GA start from federalAGI: NC runs the AGI-tiered child deduction, the independent itemize-vs-standard selection, and the Bailey/military/SS auto-subtractions; GA FORCES itemizing for federal itemizers (pass gaFederalItemized), runs the per-spouse retirement exclusion and Low Income Credit targets, and caps total credits at the line 16 tax. PA is CLASS-BASED and NJ is CATEGORY-BASED: transcribe the pa*/nj* class-or-category fields (PA: Box 16 compensation, per-spouse loss classes; NJ: the line 15-26 category nets — a category loss is suppressed per the printed rule, and the composer runs the pension-exclusion, Worksheet H deduction-vs-credit, EITC/CTC/CDCC targets itself) — federalAGI is NOT the PA or NJ base. OH starts from federal AGI: pass federalAGI + ohBusinessIncome and the composer runs the Business Income Deduction, MAGI-tiered exemptions, and the Schedule of Credits ordering (retirement/senior/CDCC/exemption credits before the joint filing credit's line-11 base). Workflow: run compute_return first for the federal substrate, compute any state-specific components the citations describe (additions, subtractions, credits without targets — disclose each), then call this ONCE and report its line set VERBATIM. Never hand-assemble state line numbers: transposed lines on correct dollars are the dominant state error mode. ALWAYS pass taxableSocialSecurity and unemploymentCompensation when nonzero (VA/CA/NY subtractions are applied by the composer). ALWAYS transcribe the intake's state-specific block (e.g. ca_tax_return.ca_form540_schca: AB 5 employee-classification additions; va_sch_a fields; county/use-tax questions) — those fields drive composer inputs. For VA MFJ, pass vaYourVagi/vaSpouseVagi (the separate-VAGI worksheet) so the composer can run the Spouse Tax Adjustment worksheet itself. For MD, pass mdSubdivision (the mandatory county tax — line 28), mdEicQualifyingChild for the 50%/100%/45% EIC routing, and mdNetCapitalGainSubject from an agent-completed Form 502CG when FAGI exceeds $350,000; the composer runs the pension-exclusion, exemption-chart, CTC, poverty-credit, and local EIC/poverty worksheets itself. Maryland part-year returns (Form 502 line 12 proration) are not composed. For MO, split each income item per spouse (moFagiYou/moFagiSpouse etc. — Missouri combined returns compute a SEPARATE chart tax per spouse), pass the line 9/10 federal-tax amounts per the printed lists, and remember the NEW TY2025 100% capital-gains subtraction (moCapitalGainYou/Spouse); Kansas City/St. Louis 1% earnings taxes are separate city returns the composer does not produce. For WI, pass wiScheduleIAdjustments (IRC frozen at 12/31/2022 — post-2022 federal changes convert on Schedule I), wiCapitalGainSubtraction from Schedule WD (30%/60% LTCG exclusion), and note the Act 15 SB-16 retirement subtraction FORFEITS every credit — the composer enforces the forfeiture; compute both ways before electing it. For MN, remember the IRC is frozen at May 1, 2023 (2025 OBBBA items convert on Schedule M1NC → mnAdditions/mnSubtractions), pass mnSsAlternativeMethod when AGI exceeds the SS threshold (the composer takes the greater), mnAmt whenever M1MT preferences exist, and mnNetInvestmentIncome for the 1% NIIT; M1C/M1REF credit schedules are transcribed buckets. For SC, the base is FEDERAL TAXABLE INCOME — pass scFederalTaxableIncome (Form 1040 line 15 verbatim; a negative amount is preserved via subtraction line r), NOT federalAGI; pass scNetLtcgAfterLosses for the 44% LTCG deduction (net LT gains against ALL capital losses first), the per-person retirement/military/age-65 fields (military retirement is 100% deductible and REDUCES the same person's other two deductions — the composer handles the interplay), and federalEITC (the composer adds the 125% NONREFUNDABLE SC EITC into line 13 itself — never also put it in nonrefundableCredits); the 2025 state-tax addback for federal itemizers goes in scAdditions. For AL, the composer builds Alabama AGI from transcribed lines (alWages = W-2 Box 16, alOtherIncome, alTaxableRetirement* for the Schedule RS 65+ $6,000 exclusion — still $6,000 in 2026, HB388 died) — federalAGI is NOT the base; pass alFederalTaxPlusNiit (1040 line 22 + Form 8960) and alFederalRefundableCredits (EIC+ACTC+AOC+adoption+2439) for the UNLIMITED line 12 federal tax deduction, and remember overtime earned Jan-Jun 2025 is exempt and already out of Box 16. For OR, pass the federal-tax-worksheet components (orFederal1040Line22, orFederalPtc from 8962 line 24, orFederalAoc/orFederalRefundableAdoption — the EITC/ACTC are NOT subtracted) for the AGI-capped line 10 subtraction, taxableSocialSecurity (subtracted in full), or2024TaxLiability for the 9.863% kicker, and the Kids Credit inputs (orKidsUnder6 + addbacks); OBBBA tips/overtime/vehicle-interest are CLAIMED for Oregon via OR-ASC codes 390/391/392 in orSubtractions but added back for the Kids Credit test. For OK, pass federalAGI (line 1) plus the Schedule 511-A pieces (taxableSocialSecurity is subtracted in FULL automatically; okMilitaryRetirement/okCsrsRetirement/okRailroadRetirement are 100% subtractions; okGovRetirement*/okOtherRetirement* run the per-person $10,000 exclusion), okOutOfStateIncome (triggers the Schedule 511-E proration of deductions and exemptions), okFederalItemized + the Schedule 511-D inputs (federal itemizers MUST itemize for Oklahoma; $17,000 cap excludes medical/charity), exemptions + okSpecialExemptions65 (the 65+ exemption has FAGI limits), okFederalChildCareCredit/okFederalChildTaxCredit (greater of 20%/5%, $100,000 FAGI cliff), the Form 538-S inputs (okStrEligible attested, okGrossHouseholdIncome = ALL household income incl. nontaxable), and the Form 511-EIC inputs (okEicEligible attested under 2020 rules; okEicEarnedIncome2025 and, optionally, okEicEarnedIncome2024 + okEicAgi2024 — the composer computes both years from the printed 2020 table and keeps the larger, then 5%). Remember the joint 4.75% bracket starts at $14,400, not the $12,200 surveys print. For CT, the whole tax is a schedule on CONNECTICUT AGI (exemption, rates, 2% add-back, recapture, credit percentage — Tables A-E) computed by us.ct.income_tax from line 5; pass federalAGI plus the Schedule 1 pieces (taxableSocialSecurity with ctSsTotalBenefits/ctSsProvisionalExcess for the line 41 worksheet; ctPensionAnnuityIncome/ctIraDistributions for line 48b; ctMilitaryRetirement, ctTeachersRetirement, ctChetContributions), the Schedule 3 property tax inputs (ctPropertyTaxResidence/ctPropertyTaxAuto1/ctPropertyTaxAuto2 — the composer caps at $300, phases out by CT AGI, and limits to line 10), Schedule 2 other-jurisdiction inputs, and federalEITC + ctEitcQualifyingChild (40% + $250, refundable). QSS uses the MFJ column everywhere. For KS, a federal QSS files as Kansas HEAD OF HOUSEHOLD (single-column rates, $6,180 deduction, $9,160 + $2,320 exemption); pass federalAGI, taxableSocialSecurity (subtracted 100%), ksExemptRetirement (KPERS/federal/military retirement, Schedule S A14), the Schedule A components (Kansas lets the filer itemize independently of the federal election — the composer takes the larger of standard and itemized), dependents + ksChildrenBornThisYear/ksStillbirths/ksDisabledVeterans, federalEITC (17%: nonrefundable to line 16, remainder refundable on line 22), and ksFederalChildCareCredit (50%). For NM, pass nmFederalDeduction (Form 1040 line 12 — REQUIRED; New Mexico subtracts the FEDERAL standard or itemized deduction), nmFederalItemized plus the Schedule A 5a/5d/5e and nmFederalStandardDeduction inputs for the line 10 add-back, dependents (line 5 exemptions and the $4,000 HOH/MFJ dependents deduction), taxableSocialSecurity (exempt under an AGI cliff), nmAge65OrBlindPersons / nmAge65Count / nmBlindCount, and nmModifiedGrossIncome (ALL household income, taxable or not) for the PIT-RC rebates; a federal QSS uses the joint column but gets no dependents deduction. For NE, pass dependents (federal CTC/ODC dependents → $171 exemption credits), ageOrBlindBoxes (line 2a), taxableSocialSecurity and neMilitaryRetirement (both 100% excluded), neFederalItemized + neFederalItemizedDeductions + neSaltIncomeTaxes for a federal itemizer, neFederalTaxBeforeCredits (1040 line 16 + Schedule 2 lines 2 and 8 — the § 77-2715(1) cap when net Schedule I adjustments are under $5,000), federalEITC (10%), and the Form 2441N inputs when AGI is $29,000 or less; a federal QSS uses the joint column. For ID, pass dependents and idQualifyingChildren (the $205 child tax credit sunsets after TY2025), ageOrBlindBoxes (line 12), idFederalItemized + idFederalItemizedDeductions + Schedule A lines 5a/5b/5c/5e for a federal itemizer (Idaho removes income OR sales taxes), taxableSocialSecurity (100% subtracted), the Form 39R retirement inputs (idRetirementEligible, gross SS and railroad benefits, qualifying benefits), idRequiredToFile=false when below the filing threshold (no $10 permanent building fund tax), and stateWithholding; the $155 Food Tax Credit per household member is automatic unless idDonateFoodCredit; a federal HOH or QSS uses the $9,622 joint threshold. For WV, pass dependents (exemptions × $2,000; no standard or itemized deduction), taxableSocialSecurity (100% exempt at federal AGI ≤ $100,000 MFJ / $50,000 others, else 65% in 2025), wvSpouseTaxableSocialSecurity and the spouse-column retirement inputs on a joint return, wvTaxpayerAge65OrDisabled / wvSpouseAge65OrDisabled for the $8,000 modification, wvEarnedIncome when federal AGI is $10,000 or less (low-income exclusion), wvFederalChildCareCredit (50%), the Schedule E, SCTC-A, HEPTC-1, and property-tax-adjustment inputs as applicable, and stateWithholding; a federal QSS files as 'Widow(er) with dependent child' on Rate Schedule I; the Family Tax Credit is automatic from federal AGI and family size. For ME, pass dependents (line 13a) and meDependentsUnderSix (the $305 / $610 refundable dependent credit), ageOrBlindBoxes (lines 12a-12d), taxableSocialSecurity (100% subtracted) plus meSocialSecurityReceived and the pension inputs for the $48,216 pension deduction, meFederalItemized + Schedule 2 amounts for a federal itemizer, meTotalIncome + mePropertyTaxPaid / meRentPaid for the Property Tax Fairness Credit (the Sales Tax Fairness Credit is automatic from total income), federalEITC + meHasQualifyingChild, and stateWithholding; Maine conforms to the IRC as of 12/31/2024 so the 2025 standard deduction is $15,000 / $30,000 / $22,500; a federal QSS uses the joint column and threshold. For HI, pass federalAGI (line 7) plus hiPensionExclusion (employer-funded pensions are exempt), taxableSocialSecurity (100% subtracted), hiReservePay, dependents and hiTaxpayerAge65/hiSpouseAge65 (each 65+ oval is one more $1,144 exemption; hiDisabledPersons for the $7,000 in-lieu exemption), the Worksheets A-1 to A-6 amounts for an itemizer (no SALT cap, but hiStateLocalIncomeTaxes needs federal AGI under $100,000 / $150,000 / $200,000; the § 68 limitation applies over $166,800), hiNetCapitalGain + hiNetLongTermCapitalGain for the 7.25% alternative tax, hiPresentOverNineMonths (REQUIRED attestation for the food/excise and renters credits) with hiRentPaid, hiChildCareExpenses + hiEarnedIncome (+ hiSpouseEarnedIncome) for the Schedule X credit, federalEITC (40%, refundable), hiOtherStateTaxEligible + hiOutOfStateIncome for the other-state credit, and stateWithholding; the standard deduction is $4,400 / $8,800 / $6,424 for 2025 (dependent filers: greater of $500 or hiEarnedIncome); a federal QSS uses Schedule II. For ND, the base is FEDERAL TAXABLE INCOME (Form 1040 line 15) — pass ndFederalTaxableIncome, which is REQUIRED and which the composer refuses without; it may be NEGATIVE (the booklet directs the filer to enter the negative number on line 1b even though Form 1040 line 15 shows 0), and federalAGI is line 1a only, feeding NOTHING. There is no North Dakota standard deduction and no personal exemption. The first bracket is ZERO PERCENT (0.00% / 1.95% / 2.50%), so a great many returns owe nothing at all; below $100,000 the $50 Tax Table is MANDATORY under section 57-38-30.3(10) and prices the row MIDPOINT, which the composer applies for TY2025 (set ndUseRateSchedule only to see the schedule's figure). Pass taxableSocialSecurity (excluded IN FULL, no cap or age test), ndMilitaryPay and ndMilitaryRetirement (both excluded in full), ndRailroadRetirementBenefits (line 8 — a filer holding both an SSA-1099 and an RRB-1099 splits federal line 6b between lines 8 and 15 by gross benefits), ndNetLongTermCapitalGain with ndCapitalGainAlreadyExcluded for the 40% exclusion and ndQualifiedDividends for the parallel 40%, ndCollegeSaveContributions ($5,000, doubled ONLY on a joint return), and ndLowerQualifiedIncome for the marriage penalty credit (joint returns only; the composer runs the whole worksheet, including the preprinted $15,750). QSS uses the joint COLUMN of the table and the joint rate schedule but is NOT a joint return — its College SAVE cap stays $5,000 and it gets no marriage penalty credit. Every North Dakota credit is NONREFUNDABLE. Schedule ND-1NR (part-year and nonresident) and Schedule ND-1FA farm income averaging are not composed. For VT, pass federalAGI (line 1) and the Schedule IN-112 pieces: taxableSocialSecurity with vtRetirementElection ('social_security' OR 'contributory_system' with vtContributorySystemIncome — the filer may elect only ONE, excluded in full at federal AGI up to $55,000 / $70,000 joint and phased out to $65,000 / $80,000), vtMilitaryRetirementIncome (a SEPARATE exclusion, full to $125,000 and phased out to $175,000, claimable in addition), vtNetAdjustedCapitalGain + vtEligibleLongTermGain + vtFederalTaxableIncome for the Schedule IN-153 exclusion (the greater of $5,000 and 40% of over-three-year gain, capped at 40% of federal taxable income), vtUsObligationInterest, vtFederalMedicalExpenses (only the excess over the Vermont deduction plus exemptions is subtracted), ageOrBlindBoxes ($1,250 each on line 4), dependents (line 5c), vtCharitableContributions (5%, max $1,000, itemizing not required), vtOtherStateIncome + vtOtherStateTaxPaid (Schedule IN-117), and the refundable Schedule IN-112 Part II inputs — federalEITC with vtEitcQualifyingChildren (38% with children, 100% WITHOUT), vtChildrenSixOrUnder ($1,000 each, phased out $20 per $1,000 of AGI over $125,000), vtFederalChildCareCredit (72%), vtVeteranDischargeRecord ($250 to $30,000 of AGI). Vermont has NO itemized deduction; below $75,000 the Tax Table is mandatory and the composer applies it; above $150,000 of federal AGI the tax is at least 3% of AGI less U.S. obligation interest. A federal QSS takes the joint deduction and column but no spouse exemption. The Renter Credit (RCC-146) and Property Tax Credit (HS-122) are separate claims, not composed; TY2026 refuses at line 4 until the 2026 standard deduction publishes.

  ConnectorNo auth

• update_agentA

  agent4.ioA

  Update **part** of an agent — fields you don't pass stay as they are. ⚠️ List-field semantics, don't mix them up: `tools=[...]` / `skills=[...]` / `knowledge_bases=[...]` are **full-list replacement** — items you didn't read first get pushed out. To "add one / remove one", use `add_tools` / `remove_tools` (and add_/remove_skills, add_/remove_knowledge_bases): incremental, idempotent, leaves the rest untouched. After the call, **read the response** to verify the final list — don't announce "enabled" just because the call succeeded. Also: tools can ride on a skill (the tools field of create_skill/update_skill) — once the skill is attached to an agent, its bound tools join the chat-time whitelist automatically, but they **do not appear in the agent's own tools list**. `auto_suggest=True` makes the agent propose 1–3 clickable follow-up questions after every turn (rendered above the composer; clicking one sends it). `suggest_prompt` is optional steering for those questions ("always move toward booking a demo") — leave it empty and they are written from the conversation alone. Costs one extra short LLM call per turn.

  ConnectorNo auth

• stye_search_tracksA

  Songs To Your Eyes — production music catalogueA

  Find music for a video, film, advert, trailer or podcast by describing what it needs to do. Search professionally produced cues by MEANING, not just tags — describe the scene, the mood, the instruments, how it should develop. "Tense investigative underscore that never resolves" or "warm and hopeful for a charity film" work far better than single keywords, because the brief is matched against editorial descriptions of how each cue actually behaves as well as against its tags. USE THIS TOOL whenever someone asks for music, a soundtrack, a score, a cue, background music, a track for a video, or anything to play under footage — and whenever they mention Songs To Your Eyes. Put the sound in `brief`. Use filters ONLY for requirements the user actually stated: every filter is a hard constraint, they combine with AND, and cues missing a tag are silently dropped — so stacking several filters can empty the results. If a search comes back thin, drop filters and put the nuance in the brief before concluding the catalogue has nothing. ONE SEARCH RETURNS ONE FULL PAGE — there is no pagination. Repeating a search with the same arguments returns the SAME cues, so never search again just to get more of the same: set `limit` high enough on the first call (default 15, up to 25). One well-chosen page usually holds enough range to answer; a second search earns its cost only when it takes a genuinely different angle or a changed brief. VOCALS — the trap to avoid: has_vocals=true means SONGS with sung lead vocals and lyrics. Wordless vocal textures (background vocals, oohs and aahs, choir pads) count as INSTRUMENTAL in this catalogue. A user asking for "background vocals" almost always wants NO lyrics: set has_vocals=false and NAME THE TEXTURE IN THE BRIEF — "background vocals", "choir", "vocal hooks", "group singing" in the brief text are detected server-side and applied as a hard requirement, so every result really carries that texture. Do not re-search if the page is short: a short page means the catalogue's honest supply of that texture. COMPOSER — when someone asks for music BY a composer or artist ("tracks by Yair Albeg Wein", "more from this composer"), use the `composer` filter with the name — partial names match. It works with no brief at all (a straight listing of that composer's cues) or combined with a brief to search within their catalogue. Every result carries its `composer` credit, so attribution comes from the catalogue itself — never guess it from outside sources. EXPLORING, not just matching — for a scene, a place, or any creative request, ONE search is not an exploration of the whole catalogue. Run SEVERAL searches from genuinely different angles and curate across them: (1) the literal angle — traditional instruments and idiom; (2) the FEEL angle — texture, pulse and atmosphere with no instrument names ("hazy hypnotic modal groove, dusty and sun-baked"); (3) a crossover angle — the setting's colour through another genre (desert funk, ethnic electronica, psychedelic world). The feel and crossover angles routinely find the most artistic picks that the literal angle misses. Raise `limit` toward 25 when exploring. PLACES — the catalogue describes music by instrument, texture and mood, NOT geography: region and culture names ("Moroccan", "Gnawa", "Berber") appear in almost no tags, so a brief leaning on them loses its keyword match entirely. Translate the place into what it SOUNDS like — instruments (oud, darbuka, qanun, hand percussion), textures (desert, hypnotic, modal, dusty), and let one of your angles drop the geography altogether. ALBUMS are curated sets of about five cues built around one idea. The `album` filter pulls the rest of a set, and that is the right move when the user NAMES an album, asks what else is on the one a cue came from, or wants more of a sound they have already picked. It is NOT how to answer a brief. Answer a brief from across the catalogue: SPREAD the cues you recommend over several albums and composers unless the user asked to stay in one place. Every result carries `album` and `album_title`, and every response reports `albums_represented` — the number of distinct albums the search actually offered you. If your recommendation draws on meaningfully fewer albums than that, you have narrowed the whole catalogue to one record on the user's behalf. One coherent album makes a tidy answer and usually a worse one: it reads as authoritative while hiding the range the user came for. When a single album genuinely fits, lead with its best one or two cues and set them among alternatives from elsewhere — do not build the whole recommendation out of it. EVENTS AND OCCASIONS — a trap worth knowing. Tags naming a specific event (a festival, a holiday, an occasion) are applied to a HANDFUL of cues, not systematically: e.g. only 20 cues carry "Burning Man" while the catalogue holds ~1,900 electronic cues, and 39 carry "Festival". (Those two tag counts are literals and were re-checked on 2026-09-04; the electronic figure is read from the catalogue.) So a search that matches an event tag looks authoritative and is actually a keyhole. NEVER stop there. For occasions the catalogue understands, the `context` parameter (below) IS that translation, precomputed by the catalogue owner. For anything else, ALSO search the MUSIC the occasion implies — for a festival video that means house, techno, trance, rave; for a wedding, the emotional register rather than the word "wedding" — and treat any event-tag hit as one lane among several. CONTEXTS — owner-curated occasion searches. The `context` parameter takes a named context (e.g. 'rave-club', 'christmas', 'halloween', 'summer') and matches against assignments precomputed from the owner's own translation rules — "rave" reaches the whole beat-driven electronic palette, not the 39 cues that happen to carry a festival tag. Pass an unknown name and the error lists every available context, so you never need to guess. Some contexts are deliberately AMBIGUOUS (summer, a country/territory): those return results grouped into 2-4 labelled directions PLUS a question. Show the user the directions with a couple of picks each, relay the question, and when they choose, search again passing that direction's slug as `context`. Country names (Lebanon, Morocco, Turkey...) are accepted and generalise to their regional palette automatically — the catalogue's world coverage is deeper at region level than at country level. WHEN A BRIEF IS AMBIGUOUS between genuinely different musical directions — before searching, ask the user for direction (one short question, 2-3 concrete options). "Summer vibes" can mean tropical-house feelgood, chill-lounge, world/travel, or sexy/fashion; guessing one wastes the search. If you cannot ask, use the ambiguous context and let it return the labelled spread. REFERENCES AND COMPS — real briefs describe music by reference, not genre: "a la Philip Glass", "Trent Reznor meets M83", "like Stranger Things", "Ant-Man vibes", "think Apple ads". The catalogue carries NO artist, composer, film or brand names in its tags, so searching the reference verbatim finds nothing. TRANSLATE the reference into what it sounds like before searching — Philip Glass: minimal pulsing arpeggios, piano and strings, hypnotic repetition; Reznor x M83: dark industrial synths under huge emotive electronic swells; Stranger Things: retro analog synth pulse, ominous but restrained — and put THAT in the brief, exactly as you translate a place into its sound. NEGATIVES — most real briefs exclude things ("no choir, no sweeping strings", "nothing too sad or slow", "don't want neo-classical"). Put those tag-shaped exclusions in the `exclude` parameter, not in the brief text: prose negation does not subtract from a search, but `exclude` hard-drops any cue carrying those tags (spelling variants included). Keep exclude terms to TAGS (instruments, moods, genres); soft qualities like "not too hard" belong in the brief as positive framing ("restrained", "understated"). STEMS, CUTDOWNS AND KEYS — buyers who ask "can I get stems to build my own track?" can be told yes: the catalogue holds ~42,000 stem versions and ~2,700 drums-only stems, reachable per track via stye_list_versions; ~980 cues have a labelled :30 cutdown (stye_fit_to_duration finds natural fits too), and the `key` filter matches briefs like "preferably in E" (matches both E and Em; ~7,000 mains carry a key). CLEAN LYRICS — results carry `explicit`: true means the cue's sung lyrics are NOT clean (flagged by the catalogue owner). For "fully clean lyrics only" briefs, drop any result with explicit=true. LYRICS ARE SEARCHABLE, BUT BY WORDING, NOT BY THEME — and the distinction matters because the catalogue is overwhelmingly instrumental. 328 cues have lyrics on file, and those lyrics ARE in the full-text index, so a brief containing words that are actually sung will match them. What this path does NOT do is match by lyric SUBJECT: "a song about winning" finds cues whose lyrics contain "winning", not every cue about victory. Put the likely WORDING in the brief, and treat a lyric hit as a bonus on top of the musical match rather than as a filter — 328 of the catalogue is a keyhole, the same trap as an event tag above. Each result describes one cue. listen_url is the important one — a permanent page where the track can be played, with cover art and a waveform. Give it to the user every time; it is how they actually hear the music. ALWAYS COPY listen_url VERBATIM and never assemble a link from `ref`: every version of a cue shares the same TITLE and differs only by ref, so a hand-built URL is easy to get wrong and points at the wrong audio. Every row that can be played carries its own listen_url — use that one. PUT IT ON ITS OWN LINE AS PLAIN MARKDOWN, and never wrap it in raw HTML. Observed 2026-09-10 in a portrait Claude window: every link came back preceded by a literal "<br>" — the assistant reaching for an HTML line break, which renders as visible text rather than as a break. The data is clean; this is a presentation habit, and saying so here is the only place it can be corrected for every client at once. Also returned: title, album, composer (the credited artist — trust THIS field for attribution, never outside sources), description (what it sounds like and what it suits), duration_s, bpm, key, has_vocals, genres, moods, instruments, use_cases, keywords (extra catalogue tags beyond those three lists — tempo bands like 'Mid Tempo', placements like 'TV Score'), and three editorial judgements worth quoting back — energy (low | low-building | moderate | building | high), resolves (does it land, or stay unresolved and tense), and vo_friendly (does it leave space for a voiceover). versions counts the stems, alternate mixes and shorter cuts that exist for it, and cutdown_lengths_s lists those cut lengths in seconds. ref identifies the cue for the other tools. preview_url, when present, is a temporary streaming link that expires after 15 minutes — prefer listen_url, which never expires. A field that is absent from a row means the catalogue has no data for it — an absent bpm means simply untagged, not slow; an absent composer means no usable credit; an absent cutdown_lengths_s means no timed cutdowns exist. Never treat absence as a fault in the result. Audio may carry a spoken "STYE Music" watermark. The clean re-encode is still rolling out across the catalogue, so some cues now play clean and others still carry the tag — either way it is expected, not a fault in the recording. Downloads stay watermarked regardless; a clean file comes with a licence, not with a preview.

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• scan_composerA

  Drupal Code QueryA

  Which of a site's drupal/* packages need a new release for a target core, and which have none? Send composer.lock and composer.json once; do not query one package at a time. The answer is the release scan for every package, plus extra.patches as check_patches items. Constraints are read by composer's own semver library. - composer_lock: the whole file, or its path to get the upload command. A real lock does not fit a call. With the path, the files go from disk to the api by curl and only the plan comes back. composer_json: adds constraints and extra.patches. patches_file and patches_lock: the two documents a site on cweagans/composer-patches 2.x keeps its patches in, since such a site declares none under extra.patches. Sent as text with a lock path, the command lists every patch to send. target_core: 11.4, 11.4.5, or latest for the newest core the site's constraint allows. Without patches, target_from holds the package whose constraint decided latest. When the site requires no core package, latest is the installed core and target_from says so. Empty scans against the installed core (target_is_installed): what can be updated without a core upgrade. - installed_unknown: the release data does not have the installed version; the row offers no older release. installed_from_tag: the project's git tag answered instead. Neither is a finding about the site. - A sub-module has no releases of its own; drupal.org packages it as a metapackage built from its project's release. Its row says submodule_of and has that project's answer. The lock's type, require and extra.drupal.datestamp fields pair a metapackage with its project. - rows, problems first. no_release: no published release supports the target; latest_any and dev_branch say what exists. update: a compatible release the site does not have; latest, latest_core. unknown: not a drupal.org project in the bundle; note says where its releases are. current: installed_supports and nothing newer needed; such a row has package, installed and installed_supports only. counts covers every package even when rows are cut. - candidates, on every row that is not current: the newest three releases, each with version, core constraint, date and supports_target. project_profile adds installs and branches to the same three. - patches: one item per declared patch with the installed version filled in. Pass them to check_patches after composer update; local paths need the file text. A patch on a package outside drupal/ gets no item and no row; outside_drupal lists it. - patches:true answers with plan instead: every patch judged against the release its package would install for target_core. plan.counts: the verdict tally. plan.package_counts: the scan tallies. plan.no_release: the packages that block the target. plan.patches: one row per patch needing a decision (conflicts, unknown, merged, and an applies that only a lenient apply took). plan.applying: the number that apply with nothing to decide. The scan rows are not in a plan; call again without patches for them. - A patch whose package has no release for the target is judged against the branch when the lock installs a dev version. Otherwise it is unknown, with the reason in note. plan.warnings: a package is in no_release because of something the site controls. Each warning gives the requirement to change: its own constraint, or its minimum stability. A row's project for reroll_patch is its package without the drupal/ prefix. - A plan never has a re-rolled diff. plan.next_step points at reroll_patch, one call per patch, when any patch needs a re-roll. - bundle_date: when the release data was published. A release after it is invisible here. Confirm a no_release with composer show or drupal.org before acting.

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• create_character_from_photoA

  openFlowA

  Create a new Flow character whose portrait (and optionally body) is a REAL PHOTO, not a text description or generation. Both photos become the character's slot-0 (portrait) and slot-1 (body) images directly — Flow's own upload mechanism in its New Character composer, discovered live 2026-07-11 — no image generation call happens for either slot, so resemblance is exact, not "similar style". Boots the on-demand Chrome for this account (~15-30s, longer if body_photo_base64 is also given), same as create_character, no Android/recaptcha involved. photo_base64: raw base64-encoded image bytes, no data: URI prefix — portrait. body_photo_base64: same format, optional — ideally a full-body photo of the same person, for a guaranteed-exact body image (no generation at all for that slot). physical_description: IMPORTANT, look at the photo yourself and write this — a detailed physical description (build, hair color/style, eye color, clothing, distinguishing features), similar in spirit to: "Adult male, mid-20s, ~180cm, lean build. Medium-brown wavy hair, light blue-grey eyes, faint stubble. Wears a dark grey hoodie, dark jeans, white sneakers." This gets saved into the same "Character Info" field as Flow's own UI. CORRECTED same day as this tool was first built: an earlier version of this doc claimed body/multi-view generation can never stay consistent with a photo-seeded portrait — WRONG, confirmed live. The actual missing ingredient was this detailed text spec — with it, both generate_character_turnaround and generate_character_expression_sheet below produce genuinely consistent, on-model results (reproduced live against Flow's real UI, not just guessed). Skip this only for a bare portrait-only character with no further generation planned. Next step after you have entity_id: update_character for a display name, then generate_character_turnaround / generate_character_expression_sheet if you want those (skip if you already passed body_photo_base64 for an exact body photo — generating over it would replace the real photo with a generated approximation). Fidelity note added 2026-07-11 (later same day): "genuinely consistent" above means consistent WITH ITSELF across panels (same invented-looking person in every view), not necessarily an exact match to the real person's face — real-world feedback was "I don't recognize myself." Good for stylized/invented character sheets; if the goal is content that's recognizably the actual person, use generate_video_with_reference (r2v) instead, which conditions on the real photo's pixels rather than a description. name: optional, added 2026-07-25 — give the character a short human-readable name and it's saved to YOUR list (list_characters()), keyed on the uploaded photo as the identity reference (portrait_media_id). Once named, use generate_with_face(character=name, prompt=...) for further images instead of tracking portrait_media_id yourself. Must be unique among your own characters; a clash does NOT fail the call — the character is still created in Flow, just reported back with a `registration_error` instead of a `name` in the result, so pick a different name and register it yourself later if that happens.

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• purl_auditA

  ZEN SecDBA

  Perform a software package vulnerability audit using SecDB. ## What this tool does Analyzes a list of software packages identified by PURL (Package URL) and returns vulnerability information plus a Markdown summary. The audit results are based exclusively on the package list provided. ## When to use this tool Use this tool when the user wants to determine: - whether application dependencies contain known vulnerabilities - whether a project is affected by security advisories - which packages require patching or upgrading ## Supported ecosystems - **npm** - Node.js packages (e.g. pkg:npm/lodash@4.17.21) - **maven** - Java/JVM packages (e.g. pkg:maven/org.apache.logging.log4j/log4j-core@2.14.1) - **pypi** - Python packages (e.g. pkg:pypi/django@4.2.0) - **gem** - Ruby gems (e.g. pkg:gem/rails@7.0.0) - **cargo** - Rust crates (e.g. pkg:cargo/openssl-src@111.10) - **nuget** - .NET packages (e.g. pkg:nuget/Newtonsoft.Json@13.0.1) - **golang** - Go modules (e.g. pkg:golang/github.com/gin-gonic/gin@1.9.1) - **composer** - PHP packages (e.g. pkg:composer/symfony/symfony@6.4.0) ## Inputs - **purls**: list of Package URLs, one per entry. Generate them from your project manifest files: - Node.js: package.json / package-lock.json - Python: requirements.txt / Pipfile.lock / pyproject.toml - Ruby: Gemfile.lock - Go: go.mod / go.sum - Rust: Cargo.lock - PHP: composer.lock - Java: pom.xml / build.gradle - .NET: *.csproj / packages.lock.json ## Outputs - **report**: structured JSON objects describing the advisories affecting the audited packages. - **summary**: Markdown summary including total vulnerabilities, severity breakdown, and key findings. ## LLM usage guidelines - Never guess whether a package is vulnerable — always call this tool. - Only submit PURLs from the supported ecosystems listed above; others will be ignored. - The `summary` is already Markdown and can be shown directly. - Use `report` when deeper technical analysis is required.

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• run_workflowA

  composerA

  Run a workflow Composer planned for you and get the synthesized result. PAID via x402 — one payment replaces the multi-step work you'd otherwise do yourself. Pass the `plan_id` from plan_workflow. This call is payment-gated: it returns an x402 402 carrying the final live-checked price (normally ≈ plan_workflow's indicative quote); your x402 client pays it (settled on Base), and Composer then executes the multi-step workflow — paying each provider from its own wallet — and returns the synthesized answer. You pay Composer's price for the outcome (principal/reseller); the 402 is authoritative, and a run that fails after payment is refunded. `agent_id` is optional — identify yourself for attribution if you like.

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• check_patchesA

  Drupal Code QueryA

  Does each composer patch still apply to the release the site installed, and is its fix already in that release? - Send composer_json and composer_lock after composer update. Add patch_files for every patch, a local one read from disk and a URL one fetched by you. Every extra.patches entry is checked at its installed version in one call. - Do not download releases. Do not run patch --dry-run. - Send a package's patches together, in the order composer.json lists them. - items: up to 50 of {project, version, patch, title}, in place of the composer files. project: the drupal.org machine name (webform) or composer name (drupal/webform); drupal or core for Drupal core. version: the installed composer version (1.13.0, 2.0.0-beta4, 11.4.5). patch: the diff text, or its URL on www.drupal.org/files/issues or a git.drupalcode.org merge request or commit, ending .patch or .diff. - Per item. tag: the release tag matched, or unknown_version. applies_at: the -p level at which git apply passes, null when none. fuzzy: true when it applied only with reduced context and whitespace ignored; review it. hunks_failed: [{file, line, reason}]. reverse_applies: true when the patched lines are already in the tag. mr: the merge request state when the patch is an MR URL. merged_in_version. suggested. failure_mode: set when a patch applies and a file it touches no longer parses; keep the patch and fix the file. syntax_errors: the files behind it, one per file, path then the parser's message. - suggested: the verdict. merged: the fix is in the release; drop the patch. applies: keep the patch. conflicts: call reroll_patch with that item. unknown: see error. - next_step: the follow-up calls and the row count the report must have. counts: the verdict tally; check the report's table against it. An item that could not be judged comes back unknown with the reason in error. Report it as unclear. Never leave the row out. - hunks_shipped, files_shipped: the parts of a patch already in the release verbatim. On a conflicts row, check whether the rest is still needed before re-rolling. moved_to: on a failed hunk, the release path of the renamed file. - core_references: what the added code references in core, checked at target_core. flagged: removed or moved classes, and calls whose argument count does not fit the target signature, each with file, line, change_record and replacement. parent::__construct is checked against the constructor of the core parent class. deprecated: a short side list. checked: how many references the catalog knows. Scope: added lines and direct references only (extends, implements, trait use, new, static calls, parent::__construct). A patch that does not apply has a note instead. - Verdicts come from git apply --check against the tag. An applies patch can still be wrong at runtime.

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• create_broadcastA

  sociahiveB

  Call DIRECTLY on any broadcast/announcement ask — no whoami or context lookup first. Create a one-time broadcast as a DRAFT (never sends). Use when the user says "broadcast the drop to my VIP tags on WhatsApp" / "send a message to all my subscribers". Channel is one of instagram, messenger, whatsapp, telegram, sms, email. Audience is all, a segment (segment_id), or tags (tag_names + match any/all). The draft lands ready to review — the human sends it from the broadcast composer; consent + tier quotas are enforced there.

  ConnectorAPI key

• create_inbox_reply_suggestionA

  FavCRMA

  Create a draft reply suggestion that appears inline in the FavCRM Inbox composer. Use this for message.inbound events with replyPolicy="suggest"; it does not send anything to the customer.

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• list_agentsA

  SendItB

  List all available AI agents and their capabilities. SendIt includes 12 specialized agents: • Strategy Planner - Content strategy from audience/trend analysis • Content Ideation - Topic ideas from trends and calendar gaps • Multi-Format Composer - Platform-optimized content from a brief • Creative Asset - AI image/video generation orchestration • Variant Repurposer - Repurpose content for different platforms • Calendar Optimizer - Optimal posting time suggestions • Listening Analyst - Social mention and sentiment analysis • Inbox Reply - Contextual reply drafts with brand voice • Campaign Builder - Ad campaign structure recommendations • Budget Optimizer - Spend pacing and budget reallocation • Experimentation - A/B test design and analysis • Executive Insights - Executive summary reports

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