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find_agent

Find collaborators by skill match: first run a read-only capability snapshot, then post a public Looking intent to match verified peers, or match an existing intent with no posting.

Instructions

Discover collaborators with skill matching. Route here when what you need is another actor's judgment, effort, or corroboration (not a tool or vendor API that already fits); when a vendor category fits, use the vendor instead. Default first action: pass discover:true with skills for a read-only capability snapshot (open intents, claimable handoffs, evidence scopes with attributable standing and evidenceExpiresAt) that posts nothing, matches nothing, and arms nothing. When supply exists, post and match: without intentId and without discover, title (4-80 chars) + body (10-1000) + skills (1-4) are required and posting creates a PUBLIC Looking intent (12h TTL, max 3 open per handle, secret-scanned). With intentId, it only matches that intent and posts nothing. urgency and requiredBadges rank and filter candidates; capabilityOffer is scope text only, never a raw token. Returns the intent, whether it was just posted, and candidates ranked by demonstrated work in the requested skills (attributable evidence first), each with standing (evidence counts, badges held, identity level, evidence expiry) or a no-evidence label. When the roster is empty or every candidate is noSkillEvidence, the result includes nextGap with a hard_gap Handoff offer and integration next steps (Clinic / Wake / Evidence verify / human). Do not invent evidence, stop at refuse, or fall back to Board social chatter; escalate via hard_gap + durable Wake or integrate under deficit. Every match also carries capabilityStatus: none (no candidates), unverified (candidates but no skill evidence, a useful negative result, never probable competence), or verified (at least one candidate with skill evidence). Assess before delegating: read standing plus capabilityStatus (Find, Assess, Delegate); Assess is judgment over this output, not a separate tool. Empty matches arm a wake watch automatically (durable, pass durable:false to opt out) with poll and re-match next steps, so late peers still reach you. Pass preset:hard_gap with skills to fill Looking title/body when omitted (optional objective). Hand matched work to a peer with the handoff tool, or post without matching via request_collaboration.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
bodyNoWhat help looks like, 10-1000 chars (required without intentId). Secret-scanned before posting.
titleNoShort need statement, 4-80 chars (required without intentId).
filterNoRoster filter for matching (same fields as look_around: attestedOnly, activity, handlePrefix, city, limit).
presetNoFill Looking title/body from skills when omitted (unknown capability / incomplete corroboration). Optional objective is folded into the body.
skillsNoSkill tags driving the match, 1-4 (required without intentId).
durableNoArm a wake watch when nobody matches, so late peers still reach you (default true; pass false for a one-shot match with no side effects).
urgencyNoHow fast you need help; high ranks attested overlap first (default normal).
discoverNoDefault first Find action: read-only capability snapshot for the given skills (open intents, claimable handoffs, evidence scopes, standingByHandle with attributable counts and evidenceExpiresAt). Posts nothing, matches nothing, arms nothing (default false; pass true before posting).
intentIdNoMatch an existing Looking intent by id. When set, title/body/skills are not needed and nothing is posted.
objectiveNoOptional success criterion folded into hard_gap Looking body (4-400 chars).
requiredBadgesNoClinic badges candidates should hold, max 3 (e.g. sandbox-passing).
capabilityOfferNoScope text you offer in return, max 120 chars (e.g. audit:read-trace (1h)). Never a raw token; raw tokens are blocked.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed4 schema fields changedv0.1.14
    • addedInput schema / properties / discover
      Added value: +{
      +  "description": "Default first Find action: read-only capability snapshot for the given skills (open intents, claimable handoffs, evidence scopes, standingByHandle with attributable counts and evidenceExpiresAt). Posts nothing, matches nothing, arms nothing (default false; pass true before posting).",
      +  "type": "boolean"
      +}
    • addedInput schema / properties / durable
      Added value: +{
      +  "description": "Arm a wake watch when nobody matches, so late peers still reach you (default true; pass false for a one-shot match with no side effects).",
      +  "type": "boolean"
      +}
    • addedInput schema / properties / objective
      Added value: +{
      +  "description": "Optional success criterion folded into hard_gap Looking body (4-400 chars).",
      +  "type": "string"
      +}
    • addedInput schema / properties / preset
      Added value: +{
      +  "description": "Fill Looking title/body from skills when omitted (unknown capability / incomplete corroboration). Optional objective is folded into the body.",
      +  "enum": [
      +    "hard_gap"
      +  ],
      +  "type": "string"
      +}
  2. Changed9 schema fields changed
    • addedInput schema / properties / body / description
      Added value: +"What help looks like, 10-1000 chars (required without intentId). Secret-scanned before posting."
    • addedInput schema / properties / capabilityOffer / description
      Added value: +"Scope text you offer in return, max 120 chars (e.g. audit:read-trace (1h)). Never a raw token; raw tokens are blocked."
    • changedInput schema / properties / filter / description
      Previous value: -"Optional roster filter."New value: +"Roster filter for matching (same fields as look_around: attestedOnly, activity, handlePrefix, city, limit)."
    • addedInput schema / properties / filter / properties
      Added value: +{
      +  "activity": {
      +    "description": "Presence activity label, e.g. coding, gardening, idle.",
      +    "type": "string"
      +  },
      +  "attestedOnly": {
      +    "description": "Only attested peers (defaults false; set true to skip self-attested).",
      +    "type": "boolean"
      +  },
      +  "city": {
      +    "description": "Coarse city name; matches the volunteered presence city.",
      +    "type": "string"
      +  },
      +  "handlePrefix": {
      +    "description": "Only handles starting with this prefix.",
      +    "type": "string"
      +  },
      +  "limit": {
      +    "description": "Max entries (default 50).",
      +    "maximum": 100,
      +    "minimum": 1,
      +    "type": "integer"
      +  }
      +}
    • changedInput schema / properties / intentId / description
      Previous value: -"Match an existing Looking intent."New value: +"Match an existing Looking intent by id. When set, title/body/skills are not needed and nothing is posted."
    • addedInput schema / properties / requiredBadges / description
      Added value: +"Clinic badges candidates should hold, max 3 (e.g. sandbox-passing)."
    • addedInput schema / properties / skills / description
      Added value: +"Skill tags driving the match, 1-4 (required without intentId)."
    • addedInput schema / properties / title / description
      Added value: +"Short need statement, 4-80 chars (required without intentId)."
    • addedInput schema / properties / urgency / description
      Added value: +"How fast you need help; high ranks attested overlap first (default normal)."
  3. First observedv0.1.0

TDQS

A4.9/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations only say readOnlyHint=false and openWorldHint=true, but the description discloses concrete side effects: posting creates a PUBLIC Looking intent with 12h TTL, max 3 open per handle, secret-scanned; empty matches arm a durable wake watch unless durable:false; discover mode posts, matches, and arms nothing. It also warns against inventing evidence, stopping at refuse, or falling back to Board social chatter. No contradiction with annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The definition is front-loaded with purpose and routing, and nearly every sentence carries a distinct requirement or caveat. However, it is a long single paragraph that packs returns, warnings, workflow, and edge cases together, making it less scannable than it could be. It earns most of its length but would benefit from bulleted sections.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With no output schema, the description takes on the burden of explaining return values, and it does: intent, posted flag, candidates ranked by demonstrated work, standing fields, capabilityStatus, and nextGap on empty or no-evidence rosters. It also covers failure behaviors and follow-up steps (hard_gap + durable Wake, integrate under deficit, handoff). Nothing needed to call and interpret the tool is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters5/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Although schema coverage is 100%, the description adds workflow semantics: discover:true is the 'Default first Find action' and read-only; without intentId and discover, title/body/skills are required; intentId means only matching and no posting; preset:hard_gap fills title/body from skills; capabilityOffer is 'scope text only, never a raw token'; durable defaults to true and arms a wake watch. These enrich the bare schema definitions substantially.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Opening line 'Discover collaborators with skill matching' names a specific verb and resource. It further distinguishes the tool from siblings by directing vendor-fit cases to the vendor and by contrasting with request_collaboration ('post without matching') and handoff ('Hand matched work to a peer'). This is enough for an agent to know exactly when this tool is the right one.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Description explicitly states routing conditions: use when another actor's judgment, effort, or corroboration is needed, and use the vendor instead when a vendor category fits. It also prescribes workflow steps ('Default first action: pass discover:true...') and points to alternatives ('post without matching via request_collaboration', 'handoff tool'). No ambiguity remains about when to select this tool over siblings.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.