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    Executive Decision Brief Workbench

    1

    Turn competing options into a concise decision brief with evidence, economics, trade-offs, and a clear recommendation.

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    Executive Decision Brief Workbench

    Executive Decision Brief Workbench

    Example session with this skill installed

    PaperRelay: export build-versus-partner decision

    All companies, observations, dates, customer quotes, and numerical values in this fixture are fictional simulation data. They do not describe a real company or a measured customer result.

    Evidence packet

    PaperRelay is a B2B operations workspace. Forty of 200 accounts requested a shareable signed-PDF export in the last quarter. This is demand incidence, not proof of willingness to pay or churn reduction. The existing CSV export and document template engine are verified capabilities. Signature verification requirements and external-recipient data permissions remain unresolved.

    Option A, internal build: six weeks, $30,000 initial engineering cost, then $1,000 monthly maintenance. Full demanded scope is estimated, not guaranteed.
    Option B, partner: two weeks, $8,000 integration cost, then $1,200 monthly vendor cost. A sandbox prototype met the basic export format, but data-retention and signature controls remain unapproved.
    Option C, improve current export: three weeks, $15,000 initial cost, $300 monthly maintenance. Eight of the 40 requesting accounts said better layout alone would meet their need. The sample does not establish adoption or commercial results.

    Available initial budget is $35,000. Costs exclude revenue gains, taxes, opportunity cost, and future vendor price changes. The decision horizon is 12 months. Product leadership owns the decision, but no named person or final deadline is supplied.

    Buyer request

    Create an executive decision brief comparing all three options on a common 12-month cost basis. Challenge one foundational assumption. Recommend a conditional staged choice, show what unresolved constraints can veto it, and specify the next decision and evidence needed. Do not infer revenue or churn savings.

    • Read your context and instructions
    • Compiled the executive decision brief

    PaperRelay signed-PDF export — executive decision brief

    Synthetic example run. All company names, demand, costs, estimates, and prototype findings are fictional simulation data from the supplied evidence packet. This brief makes a conditional recommendation, not a recorded investment decision or measured commercial result.

    1. Requested decision and recommendation

    Recommend Option B, partner integration, only after a bounded control-and-scope validation gate. Its supplied estimate is two weeks and $22,400 on the common 12-month cost convention below, compared with $42,000 for internal build and $18,600 for improved current export. The sandbox prototype proves the basic export format, not signature assurance, permitted recipient access, or approved retention.

    Product leadership owns the decision; the named person and deadline are unknown. The immediate decision is to authorize validation of requirements, partner controls, and demand segmentation, then decide whether to commit the $8,000 integration cost. No validation budget is supplied, so its funding must be agreed rather than assumed free. Do not launch or send customer data to the partner until the applicable controls are approved.

    The strongest rejected option is internal build. It could win if partner control constraints fail, full scope is required, and an internal design can satisfy those controls with approved recurring funding. Improved current export could win if layout-only needs dominate the targeted population or the full proposal's value fails validation.

    2. Intended outcome, beneficiaries, and constraints

    Target behavior: an authorized account user can produce and share an export that an authorized external recipient can interpret and, where genuinely required, verify as signed. The durable business outcome is a more trustworthy operations handoff. Revenue, retention, and willingness to pay are unknown.

    The 40 requesting accounts benefit first if the option meets their actual job. External recipients and administrators may face new identity, access, and verification steps. Support may gain signature troubleshooting and revocation work. Easier distribution may create additional copies outside the workspace, increasing retention and permission risk. The feedback loop should track successful authorized recipient use and failures, rather than export-button clicks alone.

    Non-negotiables: $35,000 available

    initial budget; approved external-recipient data permissions and required signature assurance before release; a 12-month comparison horizon. Initial budget is not a supplied cap on total annual operating cost. Existing CSV export and template engine are verified, but they do not prove signed-PDF generation or verification. Estimated delivery durations are not commitments. Costs exclude revenue gains, taxes, opportunity cost, and future vendor price changes.

    3. Evidence ledger

    ClaimClassification / evidenceSource and windowConfidence / gap
    Forty of 200 accounts requested shareable signed-PDF exportSupplied demand incidence: 40 / 200 = 20%Synthetic packet, last quarter; exact dates unknownValid within packet; not willingness to pay, churn prevention, or commercial gain
    CSV export and document template engine existVerified reusable capabilitiesSynthetic packet; verification date unknownCan inform design, not proof of signed export or controls
    Internal build: six weeks, $30,000 initial, $1,000 monthlySupplied estimateOption A / packetFull demanded scope estimated, not guaranteed; reliability and signature implementation unknown
    Partner: two weeks, $8,000 integration, $1,200 monthlySupplied estimate; sandbox basic-format resultOption B / packetRetention/signature controls unapproved; production scope and permissions unproven
    Improved export: three weeks, $15,000 initial, $300 monthlySupplied estimateOption C / packetEight of 40 requesters said better layout alone meets need; adoption and commercial effect unproven
    Signature requirements and external-recipient permissions unresolvedHard release constraintsSynthetic packetCan veto every option's proposed sharing path; approval cannot be inferred
    Initial budget $35,000Supplied constraintSynthetic packetNamed approver and recurring-budget authority unknown

    The eight layout-only reports represent

    8 / 40 = 20% of requesting accounts, not 20% of all accounts adopting the improvement. They are

    8 / 200 = 4% of the whole account population in this packet. The remaining 32 requesters have not thereby been proven to need any particular signature standard.

    4. Common 12-month cost basis

    Convention: initial implementation estimate plus

    12 monthly recurring charges for each option. This deliberately uses the same full year of recurring cost rather than inventing billing start dates or prorating different build durations. Calendar-year cash flow from decision date could differ; contract timing must be validated before funding. Units are USD per option over 12 months, not cost per account.

    OptionInitialRecurring monthlyCalculation12-month totalInitial-budget headroom
    A — internal build$30,000$1,000$30,000 + 12 × $1,000$42,000$35,000 − $30,000 = $5,000
    B — partner$8,000$1,200$8,000 + 12 × $1,200$22,400$27,000
    C — improve export$15,000$300$15,000 + 12 × $300$18,600$20,000

    All three supplied initial estimates fit the initial budget. A's annual total exceeds $35,000, but that does not itself violate the stated initial-only constraint; it requires recurring-funding clarity. B costs $19,600 less than A under the convention. C costs $3,800 less than B, but has explicit layout-only evidence for eight requesters rather than proof of full demanded scope.

    These are option estimates, not comparable benefit-adjusted ROI. Validation, migration, switching, and extra control work are not quantified in the packet. Do not silently include them in headroom or claim the headroom is spendable without approval. If B is attempted and then A is chosen, B's sunk integration/control costs must be added to a revised plan; $42,000 is not a complete failed-partner-then-build total.

    5. Credible options and four product risks

    OptionValueUsabilityFeasibilityViability
    A — internal buildPotentially meets full demand; evidence is requests, not realized valueCan integrate with workspace; recipient verification experience unknownSix-week estimate, verified CSV/templates reusable; signed-PDF scope and verification unprovenHighest supplied annual cost; internal ownership may aid control but does not automatically resolve permissions or retention
    B — partnerBasic export format demonstrated; full recipient job unprovenPartner boundary could add confusion or handoffs; prototype does not prove usabilityTwo-week estimate; sandbox format lowers one risk; signature/data controls unresolvedLow initial cost, higher monthly cost than A/C; unapproved retention or signature controls are hard vetoes, not scoring penalties
    C — improve current exportExplicitly reported sufficient for eight requesters; could improve broad layout qualityFamiliar current route; must test actual usable outputThree-week estimate; verified template engine available; exact new scope unverifiedLowest annual cost; does not establish signed-PDF fulfillment; permissions still apply to expanded sharing
    OptionOutcome potentialEvidence strengthEffort / time estimateReversibilityWhen it wins
    ABroadest estimated control over demanded scopeRequest demand plus capability reuse; no end-to-end prototype suppliedSix weeksStaged code rollout possible; sunk engineering and distributed files cannot simply be undonePartner veto plus valuable validated full scope and feasible internal control design
    BFastest estimated route to useful partner-backed formatSandbox format demonstrated; control approval absentTwo weeksIntegration can be disabled; vendor data removal and contract exit unverifiedScope/controls pass and total operating burden remains acceptable
    CNarrow layout outcomeEight requester reports; no actual outcome measuredThree weeksInterface/template changes plausibly reversible; verify original-route fallbackLayout-only cohort is the priority, or richer scope lacks evidence or approval

    No arbitrary numerical score can compensate for a failed permission or signature constraint. Keeping current CSV unchanged remains the fallback when none can safely meet the approved scope; it is not asserted to satisfy signed-PDF demand.

    6. Foundational pushback

    Assumption: Requests for “signed PDF” all imply the same verification requirement and a commercial case for the full feature.

    Why it matters: A format-only prototype can appear to meet demand while failing the recipient's trust requirement. Conversely, investing in a comprehensive signature system may overserve accounts that only want a readable, shareable layout.

    Evidence: Forty accounts requested export; eight explicitly said better layout alone would meet their need. Signature requirements remain unresolved, and there is no willingness-to-pay or churn evidence.

    Cheapest test: Use example export artifacts with requesting accounts to document recipient role, what must be signed, how authenticity is checked, required fields, access/revocation expectations, and whether layout alone completes the job. Pair that with a paper control review of the partner's retention/signature/recipient model and the existing sandbox format. No actual customer contact or external data transfer has been performed in this run.

    7. Staged recommendation and vetoes

    Gate 1 — establish the job and allowable path. Product leadership chooses a target requesting cohort and signs off its acceptance contract. A proposed Security/Privacy/Legal review role, whose actual owner is unknown, evaluates applicable retention, signature, and recipient-permission controls. Engineering identifies gaps between the sandbox and required scope. Produce revised initial/recurring costs including required control work and a proposed fallback. Dates remain unknown.

    Veto B if required signature assurance cannot be met, recipient access cannot be bounded, retention/deletion obligations are unacceptable, production data routing lacks approval, or revised cost exceeds approved funding. The supplied sandbox does not waive any veto. All options must independently satisfy the applicable permission/signature requirements; selecting A is not a security approval.

    Gate 2 — choose implementation. If B passes, approve a capped integration scope at its validated cost, rather than committing to broad launch. If B fails and full signed scope remains valuable, evaluate A's internal design and recurring funding. If only layout value is demonstrated, prefer C. If no safe valuable scope remains, retain current exports and stop this investment.

    Gate 3 — limited pilot. Enroll only the approved cohort and permitted recipient types. Compare produced artifacts with the accepted format/signature/permission contract. Scale requires correct recipient outcomes, acceptable support effort, approved total cost, and completed controls. Numerical exposure and benefit thresholds must be set before the pilot; the fixture does not supply them.

    Rollback: Disable new pilot generation/sharing, preserve logs and evidence, revert to verified CSV/template paths where authorized, and execute an approved revocation/removal procedure. Disablement cannot guarantee retrieval of files already distributed. Verify partner deletion and contract exit before claiming full reversibility. Incident ownership and response time are unknown and must be named before release.

    8. Success contracts and learning gates

    MeasureContract / sourceBaseline, floor, target, decision
    Primary: recipient-complete export rateNumerator: pilot export attempts for which the permitted recipient receives the intended data, can open it, and passes the agreed verification requirement. Denominator: all eligible pilot export attempts, including failures/abandonment. Unit: intended export handoff; deduplicate technical retries. Source: authoritative export record and recipient acceptance check. Window: fixed pilot plus agreed recipient follow-up, both TBDUnknown baseline. Proposed floor: no unauthorized disclosure or failed required verification represented as valid. Benefit target and credible exposure TBD after Gate 1, before pilot; no scale while unset
    Learning: scope fulfillment by requester needAccepted task outcomes / assigned pilot tasks, segmented layout-only versus signature-required and recipient typeEight reports are demand segmentation, not an adoption baseline. Prefer C if validated layout-only need is the chosen priority; broader scope requires actual task evidence
    Guardrails: access/signature/retention violationsVerified violations / all attempted handoffs; also absolute counts, impact, and unresolved incidents. Source: control tests, access records, recipient checksProposed zero unauthorized disclosures and zero noncompliant required controls. Any violation suspends new sharing regardless of completion rate
    Operational burdenSupport/recovery minutes / attempted handoffs and incidents / participating account-week. Source: support records and observed recoveryUnknown. Budget/acceptable bound TBD before pilot; modify or stop if burden erases practical value
    CostActual approved initial spend plus contracted recurring cost on the same 12-charge convention; separate unmodeled extrasCompare against approved funding, not inferred revenue. Revise decision on material cost change

    Gross successful handoffs and any later invalidation/revocation are reported separately; net sustained valid handoffs exclude those invalidated within the declared follow-up. Segment before pooling; unsuccessful accounts cannot be dropped. Quality delight would be a reliably easy recipient experience with negligible avoidable support, an aspiration requiring a rubric rather than a fabricated result.

    9. Next decision and open evidence

    Action / unresolved questionAccountable roleDeadline / evidence
    Name final approver and validation fundingProduct leadership, supplied decision role; person unknownBefore validation spend; date unknown
    Define what signed means and who may receive whatProduct plus Security/Privacy/Legal roles proposed; people unknownBefore commitment; documented task and approved control contract
    Resolve partner retention, deletion, signature, permissions, and exitProposed review roles plus Engineering; people unknownBefore Gate 2; actual approval or documented veto
    Validate requester needs and format acceptanceProduct/Research roles proposed; people unknownBefore scope choice; task outcomes, not commercial inference
    Revise costs and recurrence start timingEngineering/Finance roles proposed; people unknownBefore commitment; common-basis budget and sensitivity to extra work
    Decide B, A, C, or holdProduct leadership; person unknownAt Gate 2; date unknown; approved scope, constraints, cost, and pilot plan

    No approval or validated product result is recorded. The brief supports a concrete conditional decision while retaining the unknowns that can change or veto it.

    Delivery review performed: All three cost calculations use 12 recurring charges; request incidence is not monetized; controls remain vetoes; A and C have credible conditions under which they win; the decision role and next gate are explicit. Control approval, revised costs, and pilot evidence remain outstanding.

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    About this skill

    What it helps you do

    Turn competing options into a concise decision brief with evidence, economics, trade-offs, and a clear recommendation.

    Built for product managers, product leaders, founders, and analytics practitioners who need a concrete work product they can inspect and revise.

    What is included

    • A focused SKILL.md operating workflow with evidence and decision boundaries.
    • Original fictional practice material with explicit source definitions and constraints.
    • A delivery review for the errors that can change the decision.
    • Linked templates or output contracts and a transfer exercise for changed evidence.

    How to use it

    Give your agent the decision, source material, audience, and requested format. Ask it to use this skill. For a first run, use the included fictional practice packet. The agent separates supplied facts from assumptions, produces the deliverable, and checks decision-critical gaps.

    Why this edition

    This paid edition extends the creator's original workflow with task-specific practice material and delivery resources. It is intended to help you produce and review the work, not just fill headings. The listing demo uses fictional evidence; it is not an actual customer result.

    Boundaries

    Works from supplied or authorized evidence; it cannot invent access, facts, benchmarks, or measured business impact. Synthetic fixtures demonstrate the method only. Quality depends on source coverage and the executing agent. Real document page limits require a supported renderer. No customer accounts are required for supplied-context practice. Optional connected research and external writes depend on your tools and authorization.

    How to use

    Skills on Agensi run inside your AI agent. Copy the prompt, paste it into your agent, and it connects to Agensi and installs this skill for you. If a payment is needed, your agent shows it to you first.

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