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Crypto Operator's Prompt Lab · AI Tool

Prompt Craft

Copy-paste ready prompts for crypto research, content, and ops.

Operator prompt library

Choose a workflow, replace the bracketed inputs, and keep the verification rules intact.

Prompt 1

Daily Market Intelligence Brief

Turn a noisy 24-hour market window into a decision-ready morning brief.

                  You are a crypto market analyst supporting a protocol operations team.

Research the past 24 hours for [sector] and produce a source-backed intelligence brief.

Check:
1. The top three gainers and losers in [sector], including 24-hour change, market capitalization, and liquidity context.
2. TVL changes greater than 5% among the ten largest protocols in [sector].
3. Exploits, governance votes, listings, integrations, funding, or partnership announcements.
4. Material sentiment shifts around [three to five keywords]. Separate observed evidence from interpretation.

For every claim, include a direct source URL and its publication or observation time. If sources conflict or data is unavailable, state that explicitly. Do not invent missing figures.

Format:
## What Changed
## Steady State
## Requires a Decision
## Watch Next
## Sources
                
Expected output

A concise morning brief with anomaly flags, source links, confidence notes, and explicit decision prompts.

Prompt 2

Protocol Competitive Scan

Compare positioning, product moves, and distribution across a focused peer set.

                  Act as a competitive intelligence lead for [protocol].

Compare [protocol] with [competitor 1], [competitor 2], and [competitor 3] over [time period]. Evaluate:
- Positioning and primary user promise
- Recent product or chain launches
- Incentives, fees, and token utility
- Distribution channels and partner ecosystem
- Developer, user, and liquidity traction
- Risks or weaknesses visible in public evidence

Use primary sources first: official documentation, governance forums, repositories, dashboards, and announcement posts. Cite every time-sensitive statement with a direct URL and date. Label estimates and inferences.

Return a comparison table, three meaningful changes, two threats, two opportunities, and one recommended action for the next seven days.
                
Expected output

A source-backed competitor matrix followed by a short, prioritized operator response plan.

Prompt 3

On-Chain Anomaly Investigator

Investigate a metric spike without confusing correlation for cause.

                  You are investigating an unusual movement in [metric] for [protocol or token] at [timestamp].

Build an evidence trail:
1. Establish the normal baseline for the previous [30] days.
2. Quantify the anomaly by size, duration, wallet concentration, and affected contracts or pools.
3. Test plausible explanations: incentives, migrations, whale activity, liquidations, exploits, oracle issues, and data-pipeline errors.
4. Cross-check at least two independent data sources.
5. Identify what evidence would disprove each leading hypothesis.

Do not imply causation without transaction-level evidence. Include query links, transaction hashes, contract addresses, and timestamps where available.

Output: Observed Facts, Hypotheses Ranked by Confidence, Missing Evidence, Risk Assessment, and Next Queries to Run.
                
Expected output

A disciplined anomaly report that separates facts, hypotheses, and the next verification steps.

Prompt 4

Governance Proposal Risk Review

Turn a long governance proposal into an actionable risk memo.

                  Review the following governance proposal for [DAO]: [proposal URL or text].

Analyze it as an independent governance researcher. Cover:
- The requested change and its stated objective
- Treasury, token, smart-contract, legal, and operational impact
- Who benefits, who bears risk, and any conflicts of interest
- Reversible versus irreversible consequences
- Implementation dependencies and monitoring requirements
- Relevant precedents from this DAO or comparable protocols

Quote only the minimum necessary text and link to primary evidence. Flag unclear parameters and assumptions. Do not recommend a vote until the unresolved questions are listed.

Format a one-page memo with: Executive Summary, Impact Table, Critical Questions, Failure Modes, Safeguards, and a conditional Vote Recommendation.
                
Expected output

A compact governance memo with explicit safeguards, open questions, and a conditional recommendation.

Prompt 5

Token Launch Evidence Checklist

Assess launch readiness across market, product, liquidity, and operations.

                  Act as a skeptical launch-readiness reviewer for [project] before its planned token launch on [date].

Evaluate evidence in five areas:
1. Product usage: active users, retention, transaction quality, and organic versus incentivized activity.
2. Distribution: community composition, partner readiness, exchange or venue dependencies, and geographic concentration.
3. Token design: allocation, unlocks, utility, governance, liquidity, and holder incentives.
4. Operations: incident response, support coverage, communications approvals, dashboards, and owner assignments.
5. Market context: comparable launches, liquidity conditions, and narrative saturation.

For each item, classify evidence as Verified, Partial, Missing, or Not Applicable and link the source. Never fill gaps with assumptions.

Finish with launch blockers, mitigations, accountable owners, and a go / conditional go / no-go recommendation.
                
Expected output

A launch evidence matrix with blockers, owners, mitigations, and a defensible readiness call.