card-full
Return a compact full report for one major-US credit card - fees, welcome offer, earning rates, redemption, credits, travel benefits, protections, mechanics, eligibility, and stratβ¦
jiahongc
@jiahongc
Install
$ openclaw skills install @jiahongc/card-fullCard Full
Research any major US credit card and return a compact, complete report.
When To Use
When the user asks for a full credit card review, breakdown, or "tell me about [card]". Trigger phrases: "card-full", "full report", "tell me about the [card name]", "review [card name]".
Workflow
- Resolve card identity - normalize the input, fix abbreviations, and match to one exact card variant.
- Run the main search first - use
WebSearchby default to discover the issuer page plus likely secondary sources. IfBRAVE_API_KEYis available andcurlexists, you may use one Brave search instead for faster results. - Fetch issuer + secondary pages - fetch the issuer page and up to 3 approved secondary pages as needed.
- Search for best public offer - run a second search only after a short delay, and only after the first fetch pass is complete.
- Search for historical offers - run a third search only after another short delay, preserving historical-offer coverage without bursting requests.
- Recover welcome-offer data explicitly - if the issuer page does not expose the live offer cleanly, use approved secondary sources to identify the current public offer and the best public offer.
- Compile - assemble the report using the required sections below.
- Confidence - flag uncertain or conflicting claims in the Confidence Notes section, especially around welcome offers.
Step 1: Card Identity Resolution
Normalize the card name and resolve to an exact issuer + family + variant.
Common Abbreviations
Only shorthands and ambiguous names need entries here. Cards with full, unambiguous names (e.g., "Chase Marriott Bonvoy Boundless", "Chase United Explorer", "American Express Hilton Honors Aspire") are resolved via search - no table entry needed.
| Input | Resolved |
|---|---|
| CSP | Chase Sapphire Preferred |
| CSR | Chase Sapphire Reserve |
| CFU | Chase Freedom Unlimited |
| CFF | Chase Freedom Flex |
| CIP | Chase Ink Business Preferred |
| CIC | Chase Ink Business Cash |
| CIU | Chase Ink Business Unlimited |
| Amex Gold | American Express Gold Card |
| Amex Plat | American Express Platinum Card |
| Amex Biz Gold | American Express Business Gold Card |
| Amex Biz Plat | American Express Business Platinum Card |
| Amex Blue Biz Plus | American Express Blue Business Plus Card |
| Amex Blue Biz Cash | American Express Blue Business Cash Card |
| Venture X | Capital One Venture X Rewards Credit Card |
| Venture X Business | Capital One Venture X Business Card |
| Savor | Capital One SavorOne / Savor (ambiguous - ask) |
| Spark Cash Plus | Capital One Spark Cash Plus |
| Spark Miles | Capital One Spark Miles |
| Double Cash | Citi Double Cash Card |
| Custom Cash | Citi Custom Cash Card |
| Ink Preferred | Chase Ink Business Preferred |
| Ink Cash | Chase Ink Business Cash |
| Ink Unlimited | Chase Ink Business Unlimited |
| Bilt | Bilt Blue / Obsidian / Palladium (ambiguous - ask) |
| Robinhood | Robinhood Gold Card / Cash Card (ambiguous - ask) |
| Aviator Red | Barclays AAdvantage Aviator Red World Elite Mastercard |
| Wyndham Rewards | Barclays Wyndham Rewards Earner Card / Plus / Business (ambiguous - ask) |
| Altitude Reserve | U.S. Bank Altitude Reserve Visa Infinite Card |
| Altitude Connect | U.S. Bank Altitude Connect Visa Signature Card |
| Altitude Go | U.S. Bank Altitude Go Visa Signature Card |
| Delta Gold | American Express Delta SkyMiles Gold Card |
| Delta Platinum | American Express Delta SkyMiles Platinum Card |
| Delta Reserve | American Express Delta SkyMiles Reserve Card |
| Delta Biz Gold | American Express Delta SkyMiles Gold Business Card |
| Delta Biz Plat | American Express Delta SkyMiles Platinum Business Card |
| Delta Biz Reserve | American Express Delta SkyMiles Reserve Business Card |
Business vs Personal
Both personal and business credit cards are supported. If the user specifies "business" or "biz", resolve to the business variant. If a card name exists in both versions and the user does not specify, treat as ambiguous and ask.
Ambiguity Rules
- If the input maps to 2+ plausible variants (e.g., "Chase Sapphire" could be Preferred or Reserve), return a numbered choice list and stop. Do not guess.
- If no match exists, return: "Could not match a card. Try including the full card name with issuer."
Supported Issuers
American Express, Bank of America, Barclays, Bilt, Capital One, Chase, Citi, Discover, Robinhood, U.S. Bank, Wells Fargo. If the card is from an unsupported issuer, return: "This card is not from a supported issuer."
Step 2: Search
Use the platform's WebSearch and WebFetch tools by default. If BRAVE_API_KEY is available and the runtime also provides curl, you may use Brave Search API instead for faster and more repeatable search results.
Optional Brave template:
curl -sS "https://api.search.brave.com/res/v1/web/search?q=CARD+NAME+review+welcome+offer&count=10" \
-H "X-Subscription-Token: $BRAVE_API_KEY"
Parse the JSON response - results are in .web.results[] with .title, .url, .description fields.
Search Query Design (critical for offer accuracy)
Generic CARD NAME review welcome offer queries surface SEO pages that update slowly and can be months stale. Run three query shapes in the main search:
- Generic -
CARD NAME review welcome offer <year>(finds issuer page + reviews) - Offer-structure terms - append the kinds of non-mile components issuers use to differentiate offers:
certificate,round-trip,statement credit,companion,travel credit,elevated. e.g.Delta Reserve offer round-trip flight certificates 50,000 - Freshness-targeted -
site:doctorofcredit.com CARD NAME offerandCARD NAME new offer <month> <year>/CARD NAME welcome offer ending. Doctor of Credit tracks offer rounds the fastest (often same-day updates with "live now" / "expired" tags). Issuer newsrooms (e.g. news.delta.com) announce card refreshes - search<issuer> <card family> card news <year>.
Date-based queries are meaningless without knowing today's date - always anchor with the current month/year.
Assess freshness of every result before trusting it:
- A page title or snippet saying "current", "live", or "<year>" does NOT mean fresh. Look for update timestamps in the page body.
- If a page describes an offer with a "valid through"/"expires"/"ending" date, check it against today.
- Prefer pages updated within the last ~30 days for the live offer; treat older pages as historical evidence only.
Search Budget Rule
Treat search as scarce and paced. Built-in web search is the default path; if Brave mode is used, it may rate-limit after only a few requests.
- Searches may be required for the main report, best public offer, and historical offers.
- Do not fire those searches in one burst.
- Serialize them.
- Wait briefly between searches.
- If Brave returns 429, back off before trying the next search.
- If Brave is unavailable, continue with
WebSearch+WebFetch. - Preserve historical-offer coverage when possible, but never at the cost of bursty request patterns.
Pacing Rule
When multiple searches are needed, use this pacing. Apply it to Brave searches and also avoid bursting platform WebSearch requests:
- Run the main search.
- Fetch issuer + secondary pages.
- Wait about 2 to 5 seconds before the next search.
- Run the best-public-offer search.
- Wait about 2 to 5 seconds before the historical-offers search.
- Run the historical-offers search.
If a search returns 429:
- Wait about 8 to 15 seconds.
- Retry once if the information is important and still missing.
- If it still fails, continue the report with the best evidence already gathered and mark the affected section accordingly.
Source Policy
- Issuer-first for fees/terms/benefits, but not issuer-only for welcome offers.
- Use the issuer page as the baseline truth source for annual fee, earning rates, credits, protections, and restrictions.
- For welcome offers, always compare against approved secondary sources because the best public offer may be broader than the issuer page or the issuer page may not extract cleanly.
- Max 5 secondary sources from this approved list:
- NerdWallet (nerdwallet.com) - preferred
- The Points Guy (thepointsguy.com) - preferred
- Doctor of Credit (doctorofcredit.com)
- Bankrate (bankrate.com)
- One Mile at a Time (onemileatatime.com)
- Upgraded Points (upgradedpoints.com)
- Prefer 2 to 3 secondary pages for welcome-offer verification when the issuer page is weak, JS-heavy, stale, or missing offer text.
- Stop early once all required sections are covered.
- Disallowed: Reddit, Facebook, Instagram, TikTok, X, YouTube, referral links, user forums.
Issuer Domains (for classifying results, not constraining searches)
| Issuer | Domains |
|---|---|
| American Express | americanexpress.com, aboutamex.com |
| Bank of America | bankofamerica.com |
| Barclays | cards.barclaycardus.com |
| Bilt | bfrrewards.com |
| Capital One | capitalone.com |
| Chase | chase.com, media.chase.com |
| Citi | citi.com, citicards.com |
| Discover | discover.com |
| Robinhood | robinhood.com |
| U.S. Bank | usbank.com |
| Wells Fargo | wellsfargo.com |
Step 3: Fetch Pages
Pick the top issuer URL and up to 3 secondary URLs (prefer thepointsguy.com, nerdwallet.com, and doctorofcredit.com when present) from the search results. Fetch in parallel.
Do not rely on snippets alone for welcome offers.
curl -sS -L "URL" | sed 's/<[^>]*>//g' | tr -s '\n' | head -200
Welcome Offer Recovery Rules
If the issuer page does not expose the welcome offer clearly in fetched text:
- Use the issuer page for everything else it supports.
- Use approved secondary sources to identify:
- the current public offer
- the best public offer currently visible from approved sources
- Prefer consistency across at least 2 approved sources for welcome-offer claims when issuer extraction fails.
- If the welcome offer is still unresolved after issuer + up to 3 approved secondary pages, mark it unconfirmed and say so explicitly.
- Do not pretend the report is complete if the welcome offer is missing.
Issuer Extraction Caveat
Some issuer pages, especially American Express, may be JS-heavy or may not expose the live offer cleanly to simple fetch tools. In those cases, use approved secondary sources for the welcome-offer section while keeping issuer pages as the primary source for fees, terms, and benefit structure.
Offer Recency & Conflict Resolution (mandatory before compiling)
Welcome offers rotate frequently and approved sources go stale at different rates. Before writing the report, resolve the live offer with these rules:
- Collect every offer claim found across issuer + secondary pages, with each page's update date. Do not silently prefer the first or most authoritative-sounding one.
- Expiration-date check: if any source states a valid-through date, compare to today. An expired offer is historical, not current.
- In-body offer beats tracker table: when a review page's body/detail section states an offer that differs from its own (or another page's) summary/tracker table, the in-body statement is usually the fresher one - the tracker table is often cached or written for SEO. Treat the discrepancy as a conflict to resolve, NOT a typo to ignore or a "historical variant" to file away.
- Freshest-dated source wins for the live offer when sources conflict, unless a fresher source explicitly contradicts it.
- Check the issuer newsroom for recent announcements (e.g. news.delta.com, media.chase.com) - card refreshes are announced there first and include the official offer structure and any valid-through dates.
- If the issuer page is JS-heavy (Amex commonly fails to expose offer text), the issuer's newsroom press release + 2 approved secondary sources count as issuer-backed verification.
- Never label a report "confirmed" when sources conflict on the welcome offer - mark it
conflictingin Confidence Notes and state which source you treated as live and why.
Strikethrough / Refresh Offer Pitfall
Issuer pages may expose hero offer text in DOM order that is visually misleading, e.g. Earn 75,000 strikethrough 100,000 points. Do not infer the active offer from text order alone. When fetched text includes strikethrough, crossed-out amounts, or otherwise ambiguous offer rendering, verify the live page visually with browser/screenshot tools if available, or with at least two approved secondary sources that explicitly state the active offer. In the report, note which amount is active and which is struck through.
Step 4: Best Public Offer Search
After the first fetch pass is complete, run a second search for the best currently available public offer. Use WebSearch by default, or Brave if the key is available.
Do not run it immediately after the first search. Follow the pacing rule above.
curl -sS "https://api.search.brave.com/res/v1/web/search?q=CARD+NAME+best+public+offer&count=10" \
-H "X-Subscription-Token: $BRAVE_API_KEY"
Look for elevated offers via CardMatch, incognito, referral links, or specific application URLs. Include the best available public offer in the Welcome Offer section, even if it matches the standard offer.
Step 5: Historical Offers Search
After another short delay, run a third search for past notable offers. Use WebSearch by default, or Brave if the key is available.
Do not burst this search immediately after the best-offer search. Follow the pacing rule above.
curl -sS "https://api.search.brave.com/res/v1/web/search?q=CARD+NAME+historical+welcome+offers&count=10" \
-H "X-Subscription-Token: $BRAVE_API_KEY"
If results are found, include a compact table of notable past offers with approximate date ranges and amounts in the Welcome Offer section.
If Brave rate-limits this step even after pacing and one retry, continue without historical data and say so in ## π Confidence Notes. If Brave is unavailable, use WebSearch + WebFetch.
Step 6: Required Output Sections
Return compact markdown with these sections in order:
## π° Fees
Annual fee, authorized user fee, foreign transaction fee, balance transfer fee, cash advance fee, late fee.
## π Welcome Offer
Current public offer, best available public offer (if elevated), spend requirement, qualification window, eligibility restrictions, lifetime/family language.
Rules:
- This section is required.
- If issuer extraction fails, use approved secondary sources.
- If the exact live offer still cannot be verified, explicitly say:
Could not verify the exact live welcome offer after checking issuer and approved secondary sources. - Include a historical offers table only when historical data is actually available.
## π Earning Rates
Base rate, bonus categories with multipliers, caps, point currency.
## π Redemption
Transfer partners summary, portal options, cash-out rates, minimum redemption.
## π·οΈ Credits
Statement credits, cash-back rebates, and complimentary subscriptions with concrete dollar values only. Each credit with amount, cadence, trigger, and restrictions. Do NOT include enhanced earning rates (e.g., "5x on Lyft"), bonus point multipliers, or anniversary point bonuses - those go in Earning Rates.
## βοΈ Travel Benefits
Lounge access, hotel status, rental car benefits, travel credits, companion fares.
## π‘οΈ Protections
Purchase protection, extended warranty, return protection, cell phone protection, fraud protections.
## βοΈ Account Mechanics
Virtual cards, authorized user handling, app capabilities, autopay notes.
## β
Eligibility
Issuer family rules, known restriction language (e.g., Chase 5/24, Amex lifetime language).
## π§ Strategy
Downgrade paths, no-fee fallback, ecosystem role, keeper value after year one.
## π€ Who Is This Card For?
Describe the ideal cardholder profile (spending habits, travel frequency, lifestyle), who benefits most from this card's specific strengths, and who should look elsewhere and why.
## π Similar Cards
4-6 competing cards with annual fee and a one-line summary of why each is comparable.
## π Confidence Notes
Flag any uncertain, unconfirmed, or conflicting claims.
## π Sources
Numbered list of URLs fetched, as markdown hyperlinks with short "Site - Topic" labels.
Output Rules
- Use one emoji per section heading.
- When listing credits, fees, or any monetary amounts, sort from highest to lowest dollar value.
- Use numbered lists for list-heavy sections.
- Keep content to condensed facts - no prose padding.
- Omit the Card Identity section when the match is confident.
- Do not include YAML blocks in user-facing output.
- End every report with a
## π Sourcessection listing each URL fetched during research as a markdown hyperlink with a short "Site - Topic" label, e.g.[Chase - Sapphire Preferred](https://...). - Do not show a "Why It Matters" section.
- If the welcome offer is unresolved, say that plainly in both
## π Welcome Offerand## π Confidence Notes. - Do not silently downgrade to an incomplete report.
Confidence Definitions
- confirmed: supported by issuer terms or multiple approved sources without disagreement
- unconfirmed: plausible but not fully resolved from approved sources
- conflicting: approved sources disagree on a material fact
Every report must include a ## π Confidence Notes section. Keep notes short and tied to concrete uncertainties.
Practical Retrieval Strategy
Reference notes:
references/chase-sapphire-preferred-2026-refresh.md- example of a JS/visual strikethrough welcome-offer ambiguity and how to resolve conflicting secondary sources.references/delta-reserve-2026-offer-staleness.md- example of offer staleness + anchoring failure (tracker table beating the fresher in-body offer). Read this when a report's welcome offer could be stale.
Use this order of operations:
- Resolve the exact card. Note today's date.
- Run the main search using all three query shapes (generic, offer-structure, freshness-targeted).
- Fetch the issuer page.
- Fetch up to 3 approved secondary pages, preferring the freshest-dated and any DoC "live/expired" roundup posts.
- Fetch the issuer newsroom announcement if one exists for this card family.
- Wait briefly.
- Run the best-public-offer search.
- Wait briefly.
- Run the historical-offers search.
- Resolve the welcome offer via the Offer Recency & Conflict Resolution rules - check every offer for a valid-through date, let the freshest in-body statement win over tracker tables, and never rationalize away a conflicting offer as historical without a newer source confirming it.
- Compile the report with confidence notes for anything rate-limited, expired, or unresolved.
This skill should optimize for accurate current answer first, while preserving best-offer and historical-offer coverage through sane pacing rather than bursty search behavior.
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