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swaroop2005

TraceDelta

by swaroop2005

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault

No arguments

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": false
}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
start_investigationA

Begin (or reuse) a bounded production investigation.

Returns a compact, source-linked evidence capsule. If a matching investigation
already exists it is REUSED (no re-query) and flagged; if a related-but-not-
identical one exists, candidates are returned for you to choose — never merged
silently. `symptom_signature` is the error signature, e.g. "HTTP_502:checkout".
find_related_capsulesA

Find existing capsules matching a service/environment/symptom/time window. Returns candidates and the reason for the match. Never merges automatically.

get_capsuleC

Fetch a capsule: situation, typed claims (facts / comparisons / correlations / hypotheses / known-unknowns / action-candidates), evidence references, freshness, and consumers. Respects the capsule's redaction policy.

refresh_capsuleC

Return only what CHANGED since the latest capsule version (a delta), not a reprint. Re-queries the backend for the minimum needed and creates a new version.

verify_claimA

Show the supporting and contradicting source evidence for one claim, with the exact query fingerprint, source time range, and deep link. Use to challenge an answer.

drill_downC

Retrieve the bounded raw evidence behind a reference (redacted, field-limited). This is the explicit cost path; the response reports estimated source bytes examined.

compare_capsulesC

Structured difference between two capsule versions. Does not infer causality.

report_savingsC

Estimated avoided work: capsule reuse, duplicate source queries avoided, source bytes vs response bytes (context compression), and a labelled token-savings estimate.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

B3.3/5.0

Scored across 8 tools

Disambiguation5/5

Each tool targets a distinct operation in the investigation workflow: starting an investigation, finding related capsules, fetching a capsule, diffing versions, computing deltas, verifying a claim, drilling into raw evidence, and reporting savings. The purposes are clearly separable with no meaningful overlap.

Naming Consistency4/5

Names use a consistent verb_noun convention (start_investigation, get_capsule, compare_capsules, verify_claim, report_savings). Slight variation exists (drill_down is verb_adverb, refresh_capsule/report_savings are slightly different patterns), but overall the style is coherent and predictable.

Tool Count5/5

Eight tools is well within the ideal range and each earns its place by covering a distinct phase of the investigation lifecycle: creation, discovery, retrieval, comparison, refresh, verification, detail, and reporting. No filler or redundant tools.

Completeness5/5

The surface covers the full epistemological loop: start an investigation, find existing related work, retrieve details, compare versions, refresh for changes, verify claims with raw evidence, drill down into source references, and report on savings. There are no dead ends or obvious missing operations for the stated domain.

Maintenance

ActivitySlowing
ResponsivenessNo issues