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FoundRole — AI Job Search & Application Tracker MCP for Claude & ChatGPT

Search jobs

jobs_search

Searches a database for real-time job listings matching the user's criteria.

The query is the full job title or role: "Ruby Developer" rather than a bare keyword like "Ruby", which is too broad and matches unrelated fields. roles_lookup turns words that name no exact role into FoundRole roles with their job counts. Results may be filtered by location, company, and how recently a job was posted.

Each result carries an id and resultItemId; jobs_details takes that id with the corresponding result_item_id and returns the job's full description, requirements, and benefits. One call returns one answer: there is no next page, and the response links to the same search on the FoundRole website for the rest of the list.

With a ready profile, an omitted query uses the same personalized feed as jobs_recommendations and the website; a query is a general job search that preserves the explicit query and filters. An account's saved role is reported in every response as savedRole; an omitted query or the saved role's title searches exactly that role, and any other query leaves the saved role unchanged. A search without a location runs in the place saved on the account, widened to its country when few jobs are posted near that city; an account with no saved place searches where the user is now when the client reports it, otherwise the default country. Such a response names the place searched as searchedPlace. A response for a request that names no exact role can carry a guide question the widget shows to the user. Job details include FoundRole salary benchmarks, H-1B sponsorship signals, E-Verify status, and job-trust analysis; list-level employer signals follow the user's current entitlements. Pay estimates, real-or-ghost grades and visa records are FoundRole figures, attributed once per response in figureSources: source (FoundRole), methodologyUrl (the FoundRole page that explains how they are computed) and, for each kind of figure the listed jobs carry (estimatedSalary, ghostScore, and visaRecords for h1bSponsor, eVerify and h1bPetitions), its basis (what it is computed from) and section link; knowledge_search returns the same explanation. A pay estimate's posting count is that job's estimatedSalary.sampleSize, and estimatedSalary.basedOn names the postings it was built from (the same role in the same area, or a wider match when that area has too few). A false h1bSponsor or eVerify means no record was found in those files, not that the employer does not sponsor; a job without them carries no visa claim.

Constraints in the user's request — remote-only work, H1B sponsorship, a minimum salary, a minimum match grade — are the search parameters remote, h1b_sponsors_only, salary_floor, and min_match. The search enforces only constraints passed as parameters; a constraint left out of the call is not applied to the result set.

Every request is ordered by relevance to the query. The sort parameter (score, posted_at, match, salary) replaces that order: posted_at orders by posting date and does not rank by fit to the query, salary orders by pay and match by personal fit. posted_days_ago is a posting window: it removes every job older than the window from the answer, so a narrow window can leave the answer empty.

Job type, work mode, required education, experience level, benefits, bonuses, employers to include or exclude, and the search radius are the parameters employment_types, work_modes, education, experience_levels, benefits, bonuses_only, companies, exclude_companies and radius. Remote and hybrid are independent work modes: a remote search returns hybrid jobs only as marked additions to a short answer. A job that does not state the filtered attribute is left out while that filter is set. One brand inside a company is hiring_brand next to company.

A company name that several employers share covers all of them, and the response names each with its domain; an employer's domain in place of a name (company, companies or exclude_companies) means that employer alone.

When fewer than 4 jobs match, the answer is widened and each added job carries widened, the condition that was widened (window, radius, hybrid). A search limited by posted_days_ago adds jobs from the next longer window, up to no window; a city search that matched nothing adds jobs within 100 miles; a remote search adds hybrid jobs in its place. Jobs that met the request as asked come first, and widening states how many there were and what each step added. Experience level, job type, pay floor, employer, visa sponsorship and every other filter are never widened.

Advanced filters (sort, min_match, h1b_sponsors_only, salary_floor, remote, work_modes, benefits, bonuses_only, companies, exclude_companies; sort when it orders by salary or match, companies when it names more than one employer) apply for every account. One answer lists the first matching jobs and states how many further jobs match.

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {},
    "name": "jobs_search"
  }
}

Input Schema

NameRequiredDescriptionDefault
sortNoResult order (score, posted_at, match, salary): score is relevance to the query and the order of every request that sets no sort; posted_at orders by posting date and does not rank by fit to the query; salary is highest pay first; match is best personal fit first and needs a resume. Ordering by salary or match is an advanced option.
queryNoThe full job title or skill (e.g., "Ruby Developer", NOT just "Ruby")
radiusNoSearch radius in miles around a city location (default 40); not used for state, country or remote searches.
remoteNoAdvanced filter: only remote-eligible jobs, matched across the whole country of the requested location rather than its radius.
companyNoThe official company name, or the domain of one employer
benefitsNoAdvanced filter: benefit names such as "health insurance", "401k" or "parental leave"; a job qualifies only when it states every listed benefit. Names that match no known benefit are ignored.
locationNoGeographic location (e.g., 'Boston, MA')
companiesNoFilter: official company names; a job from any of them qualifies, across every job board each employer posts on. More than one company makes it an advanced filter. Next to company, a job has to match both; hiring_brand narrows company only.
educationNoFilter: jobs whose posting requires one of these education levels (no_requirements, high_school, associate_degree, bachelor_degree, professional_certificate, postgraduate_degree); bachelor_degree means the posting asks for a bachelor degree, not that it suits someone holding one.
min_matchNoAdvanced filter: lowest personal FoundRole match grade to keep, the same letter each job shows in insights.match.grade. A and A- are rare even for a strong resume; B keeps good and strong matches; C+ also keeps fair ones. Needs a resume on the account.
work_modesNoAdvanced filter: jobs in any of these work modes (on_site, remote, hybrid). remote is matched across the whole country of the location, the others within the radius. ["remote"] is the same search as remote: true.
bonuses_onlyNoAdvanced filter: only jobs that state a bonus (sign-on, performance, referral, commission and the like).
hiring_brandNoFilter: one brand inside the company, for example company "Google" with hiring_brand "YouTube"; used only together with company.
salary_floorNoAdvanced filter: minimum annualized salary in USD; a posting qualifies when the lower bound of its pay band reaches the floor. Jobs without a USD salary are dropped.
posted_days_agoNoPosting window in days (1-365): every job posted earlier than that many days ago is removed from the answer, so a narrow window can leave the answer empty.
employment_typesNoFilter: jobs offered as any of these employment types (full_time, part_time, contractor, temporary, intern, volunteer, per_diem, other).
exclude_companiesNoAdvanced filter: official company names whose jobs are removed from the results, across every job board each employer posts on.
experience_levelsNoFilter: jobs at any of these experience levels (entry_level, mid_level, senior_level, executive, level_not_stated). The level comes from the years of experience the posting asks for and the seniority in its title, the higher of the two; entry_level never includes a posting asking for more than two years. level_not_stated selects jobs whose level cannot be derived; it can be selected alone or alongside other levels.
h1b_sponsors_onlyNoAdvanced filter: only companies known to sponsor H1B visas.

Output Schema

NameRequiredDescriptionDefault
jobsNo
guideNo
previewNo
feedKindNo
wideningNo
savedRoleNo
feedStatusNo
continueUrlNo
jobSearchIdNo
resultSetIdNo
statusOrderNo
revalidatingNo
figureSourcesNo
resultBatchIdNo
searchedPlaceNo
trackerWebUrlNo
profileSetupUrlNo
appliedConditionsNo
profileSetupStateNo
lowRelevanceNoticeNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed4 schema fields changed
    • addedOutput schema / properties / appliedConditions
      Added value: +{
      +  "items": {
      +    "properties": {
      +      "condition": {
      +        "enum": [
      +          "query",
      +          "location",
      +          "company",
      +          "career_area",
      +          "specialty",
      +          "radius",
      +          "sort",
      +          "posted_days_ago",
      +          "career_profile",
      +          "career_specialization",
      +          "min_match",
      +          "sponsors_only",
      +          "hide_ghost_risk",
      +          "salary_floor",
      +          "remote_only",
      +          "strict_remote_only",
      +          "confirmed_work_from_only",
      +          "hiring_brand",
      +          "facets",
      +          "employment_types",
      +          "work_location_types",
      +          "education_requirements",
      +          "experience_levels",
      +          "benefits",
      +          "bonuses_only",
      +          "companies",
      +          "exclude_companies"
      +        ],
      +        "type": "string"
      +      },
      +      "value": {
      +        "type": "string"
      +      }
      +    },
      +    "type": "object"
      +  },
      +  "type": "array"
      +}
    • addedOutput schema / properties / widening / properties / conditions
      Added value: +{
      +  "items": {
      +    "properties": {
      +      "added": {
      +        "type": "integer"
      +      },
      +      "asked": {
      +        "type": [
      +          "string",
      +          "null"
      +        ]
      +      },
      +      "condition": {
      +        "enum": [
      +          "posted_days_ago",
      +          "radius",
      +          "work_location_types"
      +        ],
      +        "type": "string"
      +      },
      +      "reason": {
      +        "enum": [
      +          "empty",
      +          "short"
      +        ],
      +        "type": "string"
      +      },
      +      "used": {
      +        "type": [
      +          "string",
      +          "null"
      +        ]
      +      }
      +    },
      +    "type": "object"
      +  },
      +  "type": "array"
      +}
    • addedOutput schema / properties / widening / properties / leftOut
      Added value: +{
      +  "type": "integer"
      +}
    • addedOutput schema / properties / widening / properties / reason
      Added value: +{
      +  "enum": [
      +    "empty",
      +    "short"
      +  ],
      +  "type": "string"
      +}
  2. Changed2 schema fields changed
    • addedOutput schema / properties / jobs / items / properties / widened
      Added value: +{
      +  "enum": [
      +    "window",
      +    "radius",
      +    "hybrid",
      +    null
      +  ],
      +  "type": [
      +    "string",
      +    "null"
      +  ]
      +}
    • addedOutput schema / properties / widening
      Added value: +{
      +  "properties": {
      +    "askedCount": {
      +      "type": "integer"
      +    },
      +    "hiddenCount": {
      +      "type": "integer"
      +    },
      +    "shown": {
      +      "type": "integer"
      +    },
      +    "steps": {
      +      "items": {
      +        "properties": {
      +          "added": {
      +            "type": "integer"
      +          },
      +          "from": {
      +            "type": [
      +              "integer",
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "step": {
      +            "enum": [
      +              "window",
      +              "radius",
      +              "hybrid"
      +            ],
      +            "type": "string"
      +          },
      +          "to": {
      +            "type": [
      +              "integer",
      +              "string",
      +              "null"
      +            ]
      +          }
      +        },
      +        "type": "object"
      +      },
      +      "type": "array"
      +    }
      +  },
      +  "type": [
      +    "object",
      +    "null"
      +  ]
      +}
  3. Changed4 schema fields changed
    • addedOutput schema / properties / jobs / items / properties / coverLetterSubject
      Added value: +{
      +  "type": [
      +    "string",
      +    "null"
      +  ]
      +}
    • addedOutput schema / properties / jobs / items / properties / coverLetterUrl
      Added value: +{
      +  "type": [
      +    "string",
      +    "null"
      +  ]
      +}
    • addedOutput schema / properties / jobs / items / properties / tailoringSubject
      Added value: +{
      +  "type": [
      +    "string",
      +    "null"
      +  ]
      +}
    • addedOutput schema / properties / jobs / items / properties / tailoringUrl
      Added value: +{
      +  "type": [
      +    "string",
      +    "null"
      +  ]
      +}
  4. Changed2 schema fields changed
    • changedInput schema / properties / posted_days_ago / description
      Previous value: -"Number of days ago to search for jobs (1-365)"New value: +"Posting window in days (1-365): every job posted earlier than that many days ago is removed from the answer, so a narrow window can leave the answer empty."
    • changedInput schema / properties / sort / description
      Previous value: -"Result order (score, posted_at, match, salary): score is relevance and the default, posted_at is newest first, salary is highest pay first, match is best personal fit first and needs a resume. Ordering by salary or match is an advanced option."New value: +"Result order (score, posted_at, match, salary): score is relevance to the query and the order of every request that sets no sort; posted_at orders by posting date and does not rank by fit to the query; salary is highest pay first; match is best personal fit first and needs a resume. Ordering by salary or match is an advanced option."
  5. Changed3 schema fields changed
    • addedOutput schema / properties / figureSources
      Added value: +{
      +  "properties": {
      +    "estimatedSalary": {
      +      "properties": {
      +        "basis": {
      +          "type": "string"
      +        },
      +        "methodologyUrl": {
      +          "type": "string"
      +        }
      +      },
      +      "type": "object"
      +    },
      +    "ghostScore": {
      +      "properties": {
      +        "basis": {
      +          "type": "string"
      +        },
      +        "methodologyUrl": {
      +          "type": "string"
      +        }
      +      },
      +      "type": "object"
      +    },
      +    "methodologyUrl": {
      +      "type": "string"
      +    },
      +    "source": {
      +      "enum": [
      +        "FoundRole"
      +      ],
      +      "type": "string"
      +    },
      +    "visaRecords": {
      +      "properties": {
      +        "basis": {
      +          "type": "string"
      +        },
      +        "falseMeans": {
      +          "type": "string"
      +        },
      +        "methodologyUrl": {
      +          "type": "string"
      +        }
      +      },
      +      "type": "object"
      +    }
      +  },
      +  "type": [
      +    "object",
      +    "null"
      +  ]
      +}
    • addedOutput schema / properties / jobs / items / properties / estimatedSalary / properties / basedOn
      Added value: +{
      +  "type": [
      +    "string",
      +    "null"
      +  ]
      +}
    • removedOutput schema / properties / jobs / items / properties / insights / properties / ghostScore / properties / reasons
      Removed value: -{
      -  "items": {
      -    "properties": {
      -      "code": {
      -        "type": "string"
      -      },
      -      "params": {
      -        "type": [
      -          "object",
      -          "null"
      -        ]
      -      },
      -      "severity": {
      -        "type": "string"
      -      }
      -    },
      -    "type": "object"
      -  },
      -  "type": "array"
      -}
  6. Changed1 schema field changed
    • removedOutput schema / properties / system_instruction
      Removed value: -{
      -  "type": "string"
      -}
  7. Changed1 schema field changed
    • addedOutput schema / properties / searchedPlace
      Added value: +{
      +  "properties": {
      +    "name": {
      +      "type": "string"
      +    },
      +    "source": {
      +      "enum": [
      +        "account",
      +        "current",
      +        "default"
      +      ],
      +      "type": "string"
      +    }
      +  },
      +  "type": [
      +    "object",
      +    "null"
      +  ]
      +}
  8. Changed4 schema fields changed
    • addedOutput schema / properties / guide
      Added value: +{
      +  "properties": {
      +    "otherLabel": {
      +      "type": "string"
      +    },
      +    "otherPrompt": {
      +      "type": "string"
      +    },
      +    "steps": {
      +      "items": {
      +        "type": "object"
      +      },
      +      "type": "array"
      +    }
      +  },
      +  "type": [
      +    "object",
      +    "null"
      +  ]
      +}
    • addedOutput schema / properties / jobs / items / properties / lastSeenAt
      Added value: +{
      +  "type": [
      +    "string",
      +    "null"
      +  ]
      +}
    • addedOutput schema / properties / jobs / items / properties / source
      Added value: +{
      +  "enum": [
      +    "external",
      +    "foundrole"
      +  ],
      +  "type": "string"
      +}
    • addedOutput schema / properties / savedRole
      Added value: +{
      +  "properties": {
      +    "careerProfileId": {
      +      "type": "integer"
      +    },
      +    "name": {
      +      "type": "string"
      +    },
      +    "usedForThisSearch": {
      +      "type": "boolean"
      +    }
      +  },
      +  "type": [
      +    "object",
      +    "null"
      +  ]
      +}
  9. Changed3 schema fields changed
    • changedInput schema / properties / company / description
      Previous value: -"The official company name"New value: +"The official company name, or the domain of one employer"
    • removedInput schema / properties / confirmed_work_from
      Removed value: -{
      -  "description": "Advanced filter: with strict_remote, also leaves out postings that do not say where the work can be done from.",
      -  "type": "boolean"
      -}
    • removedInput schema / properties / strict_remote
      Removed value: -{
      -  "description": "Advanced filter: only postings checked as fully remote that can be worked from the requested location: the posting names that area, allows anywhere, or does not say where. Stricter than remote; work_modes other than remote do not apply with it.",
      -  "type": "boolean"
      -}
  10. Changed1 schema field changed
    • addedOutput schema / properties / jobs / items / properties / insights / properties / employerFilingHistory
      Added value: +{
      +  "properties": {
      +    "attribution": {
      +      "enum": [
      +        "FILED_BY"
      +      ],
      +      "type": "string"
      +    },
      +    "availability": {
      +      "enum": [
      +        "AVAILABLE",
      +        "NO_FILINGS",
      +        "UNRESOLVED_EMPLOYER",
      +        "NOT_READY"
      +      ],
      +      "type": "string"
      +    },
      +    "bindingStatus": {
      +      "enum": [
      +        "LEGACY_UNREVIEWED",
      +        "UNRESOLVED"
      +      ],
      +      "type": "string"
      +    },
      +    "coverage": {
      +      "items": {
      +        "properties": {
      +          "fiscalYear": {
      +            "type": "integer"
      +          },
      +          "id": {
      +            "type": "string"
      +          },
      +          "quarter": {
      +            "type": "integer"
      +          }
      +        },
      +        "type": "object"
      +      },
      +      "type": "array"
      +    },
      +    "current": {
      +      "properties": {
      +        "filings": {
      +          "type": "integer"
      +        },
      +        "id": {
      +          "type": "string"
      +        },
      +        "workerPositions": {
      +          "type": "integer"
      +        }
      +      },
      +      "type": [
      +        "object",
      +        "null"
      +      ]
      +    },
      +    "currentPeriod": {
      +      "properties": {
      +        "complete": {
      +          "type": "boolean"
      +        },
      +        "coveredQuarters": {
      +          "items": {
      +            "properties": {
      +              "fiscalYear": {
      +                "type": "integer"
      +              },
      +              "id": {
      +                "type": "string"
      +              },
      +              "quarter": {
      +                "type": "integer"
      +              }
      +            },
      +            "type": "object"
      +          },
      +          "type": "array"
      +        },
      +        "endFiscalYear": {
      +          "type": "integer"
      +        },
      +        "endQuarter": {
      +          "type": "integer"
      +        },
      +        "id": {
      +          "type": "string"
      +        },
      +        "label": {
      +          "type": "string"
      +        },
      +        "startFiscalYear": {
      +          "type": "integer"
      +        },
      +        "startQuarter": {
      +          "type": "integer"
      +        }
      +      },
      +      "type": [
      +        "object",
      +        "null"
      +      ]
      +    },
      +    "history": {
      +      "properties": {
      +        "access": {
      +          "enum": [
      +            "AVAILABLE",
      +            "RESTRICTED",
      +            "UNAVAILABLE"
      +          ],
      +          "type": "string"
      +        },
      +        "id": {
      +          "type": "string"
      +        },
      +        "points": {
      +          "items": {
      +            "properties": {
      +              "filings": {
      +                "type": "integer"
      +              },
      +              "id": {
      +                "type": "string"
      +              },
      +              "period": {
      +                "properties": {
      +                  "complete": {
      +                    "type": "boolean"
      +                  },
      +                  "coveredQuarters": {
      +                    "items": {
      +                      "properties": {
      +                        "fiscalYear": {
      +                          "type": "integer"
      +                        },
      +                        "id": {
      +                          "type": "string"
      +                        },
      +                        "quarter": {
      +                          "type": "integer"
      +                        }
      +                      },
      +                      "type": "object"
      +                    },
      +                    "type": "array"
      +                  },
      +                  "endFiscalYear": {
      +                    "type": "integer"
      +                  },
      +                  "endQuarter": {
      +                    "type": "integer"
      +                  },
      +                  "id": {
      +                    "type": "string"
      +                  },
      +                  "label": {
      +                    "type": "string"
      +                  },
      +                  "startFiscalYear": {
      +                    "type": "integer"
      +                  },
      +                  "startQuarter": {
      +                    "type": "integer"
      +                  }
      +                },
      +                "type": [
      +                  "object",
      +                  "null"
      +                ]
      +              },
      +              "workerPositions": {
      +                "type": "integer"
      +              }
      +            },
      +            "type": "object"
      +          },
      +          "type": [
      +            "array",
      +            "null"
      +          ]
      +        }
      +      },
      +      "type": "object"
      +    },
      +    "id": {
      +      "type": "string"
      +    },
      +    "subject": {
      +      "properties": {
      +        "domain": {
      +          "type": "string"
      +        },
      +        "domainDictionaryId": {
      +          "type": "string"
      +        },
      +        "id": {
      +          "type": "string"
      +        },
      +        "name": {
      +          "type": "string"
      +        }
      +      },
      +      "type": [
      +        "object",
      +        "null"
      +      ]
      +    },
      +    "wageLevel": {
      +      "properties": {
      +        "availability": {
      +          "enum": [
      +            "AVAILABLE",
      +            "NO_FILINGS",
      +            "INSUFFICIENT_SAMPLE",
      +            "NOT_STATED",
      +            "NOT_READY",
      +            "UNRESOLVED_EMPLOYER"
      +          ],
      +          "type": "string"
      +        },
      +        "breakdown": {
      +          "properties": {
      +            "level1Pct": {
      +              "type": [
      +                "number",
      +                "null"
      +              ]
      +            },
      +            "level2Pct": {
      +              "type": [
      +                "number",
      +                "null"
      +              ]
      +            },
      +            "level3Pct": {
      +              "type": [
      +                "number",
      +                "null"
      +              ]
      +            },
      +            "level4Pct": {
      +              "type": [
      +                "number",
      +                "null"
      +              ]
      +            },
      +            "notStatedPct": {
      +              "type": [
      +                "number",
      +                "null"
      +              ]
      +            }
      +          },
      +          "type": [
      +            "object",
      +            "null"
      +          ]
      +        },
      +        "id": {
      +          "type": "string"
      +        },
      +        "period": {
      +          "properties": {
      +            "complete": {
      +              "type": "boolean"
      +            },
      +            "coveredQuarters": {
      +              "items": {
      +                "properties": {
      +                  "fiscalYear": {
      +                    "type": "integer"
      +                  },
      +                  "id": {
      +                    "type": "string"
      +                  },
      +                  "quarter": {
      +                    "type": "integer"
      +                  }
      +                },
      +                "type": "object"
      +              },
      +              "type": "array"
      +            },
      +            "endFiscalYear": {
      +              "type": "integer"
      +            },
      +            "endQuarter": {
      +              "type": "integer"
      +            },
      +            "id": {
      +              "type": "string"
      +            },
      +            "label": {
      +              "type": "string"
      +            },
      +            "startFiscalYear": {
      +              "type": "integer"
      +            },
      +            "startQuarter": {
      +              "type": "integer"
      +            }
      +          },
      +          "type": [
      +            "object",
      +            "null"
      +          ]
      +        },
      +        "sampleSize": {
      +          "type": "integer"
      +        }
      +      },
      +      "type": "object"
      +    }
      +  },
      +  "type": [
      +    "object",
      +    "null"
      +  ]
      +}
  11. Changed32 schema fields changed
    • addedInput schema / properties / benefits
      Added value: +{
      +  "description": "Advanced filter: benefit names such as \"health insurance\", \"401k\" or \"parental leave\"; a job qualifies only when it states every listed benefit. Names that match no known benefit are ignored.",
      +  "items": {
      +    "type": "string"
      +  },
      +  "maxItems": 10,
      +  "type": "array"
      +}
    • addedInput schema / properties / bonuses_only
      Added value: +{
      +  "description": "Advanced filter: only jobs that state a bonus (sign-on, performance, referral, commission and the like).",
      +  "type": "boolean"
      +}
    • addedInput schema / properties / companies
      Added value: +{
      +  "description": "Filter: official company names; a job from any of them qualifies, across every job board each employer posts on. More than one company makes it an advanced filter. Next to company, a job has to match both; hiring_brand narrows company only.",
      +  "items": {
      +    "type": "string"
      +  },
      +  "maxItems": 20,
      +  "type": "array"
      +}
    • addedInput schema / properties / confirmed_work_from
      Added value: +{
      +  "description": "Advanced filter: with strict_remote, also leaves out postings that do not say where the work can be done from.",
      +  "type": "boolean"
      +}
    • removedInput schema / properties / cursor
      Removed value: -{
      -  "description": "Pagination cursor. Treat as an opaque string. COPY EXACTLY.",
      -  "type": "string"
      -}
    • addedInput schema / properties / education
      Added value: +{
      +  "description": "Filter: jobs whose posting requires one of these education levels (no_requirements, high_school, associate_degree, bachelor_degree, professional_certificate, postgraduate_degree); bachelor_degree means the posting asks for a bachelor degree, not that it suits someone holding one.",
      +  "items": {
      +    "enum": [
      +      "no_requirements",
      +      "high_school",
      +      "associate_degree",
      +      "bachelor_degree",
      +      "professional_certificate",
      +      "postgraduate_degree"
      +    ],
      +    "type": "string"
      +  },
      +  "type": "array"
      +}
    • addedInput schema / properties / employment_types
      Added value: +{
      +  "description": "Filter: jobs offered as any of these employment types (full_time, part_time, contractor, temporary, intern, volunteer, per_diem, other).",
      +  "items": {
      +    "enum": [
      +      "full_time",
      +      "part_time",
      +      "contractor",
      +      "temporary",
      +      "intern",
      +      "volunteer",
      +      "per_diem",
      +      "other"
      +    ],
      +    "type": "string"
      +  },
      +  "type": "array"
      +}
    • addedInput schema / properties / exclude_companies
      Added value: +{
      +  "description": "Advanced filter: official company names whose jobs are removed from the results, across every job board each employer posts on.",
      +  "items": {
      +    "type": "string"
      +  },
      +  "maxItems": 20,
      +  "type": "array"
      +}
    • addedInput schema / properties / experience_levels
      Added value: +{
      +  "description": "Filter: jobs at any of these experience levels (entry_level, mid_level, senior_level, executive, level_not_stated). The level comes from the years of experience the posting asks for and the seniority in its title, the higher of the two; entry_level never includes a posting asking for more than two years. level_not_stated selects jobs whose level cannot be derived; it can be selected alone or alongside other levels.",
      +  "items": {
      +    "enum": [
      +      "entry_level",
      +      "mid_level",
      +      "senior_level",
      +      "executive",
      +      "level_not_stated"
      +    ],
      +    "type": "string"
      +  },
      +  "type": "array"
      +}
    • removedInput schema / properties / hide_low_quality
      Removed value: -{
      -  "description": "Advanced filter: hides postings with a risky ghost grade (D/F); ungraded postings stay.",
      -  "type": "boolean"
      -}
    • addedInput schema / properties / hiring_brand
      Added value: +{
      +  "description": "Filter: one brand inside the company, for example company \"Google\" with hiring_brand \"YouTube\"; used only together with company.",
      +  "type": "string"
      +}
    • changedInput schema / properties / min_match / description
      Previous value: -"Advanced filter: minimum personal FoundRole match score (0-100); needs a resume on the account."New value: +"Advanced filter: lowest personal FoundRole match grade to keep, the same letter each job shows in insights.match.grade. A and A- are rare even for a strong resume; B keeps good and strong matches; C+ also keeps fair ones. Needs a resume on the account."
    • addedInput schema / properties / min_match / enum
      Added value: +[
      +  "A",
      +  "A-",
      +  "B+",
      +  "B",
      +  "B-",
      +  "C+",
      +  "C"
      +]
    • removedInput schema / properties / min_match / maximum
      Removed value: -100
    • removedInput schema / properties / min_match / minimum
      Removed value: -0
    • changedInput schema / properties / min_match / type
      Previous value: -"integer"New value: +"string"
    • addedInput schema / properties / radius
      Added value: +{
      +  "description": "Search radius in miles around a city location (default 40); not used for state, country or remote searches.",
      +  "maximum": 100,
      +  "minimum": 5,
      +  "type": "integer"
      +}
    • changedInput schema / properties / remote / description
      Previous value: -"Advanced filter: only remote-eligible jobs (respects the location/region scope)."New value: +"Advanced filter: only remote-eligible jobs, matched across the whole country of the requested location rather than its radius."
    • changedInput schema / properties / salary_floor / description
      Previous value: -"Advanced filter: minimum annualized salary in USD; a posting qualifies when the midpoint of its pay band reaches the floor. Jobs without a USD salary are dropped."New value: +"Advanced filter: minimum annualized salary in USD; a posting qualifies when the lower bound of its pay band reaches the floor. Jobs without a USD salary are dropped."
    • addedInput schema / properties / sort
      Added value: +{
      +  "description": "Result order (score, posted_at, match, salary): score is relevance and the default, posted_at is newest first, salary is highest pay first, match is best personal fit first and needs a resume. Ordering by salary or match is an advanced option.",
      +  "enum": [
      +    "score",
      +    "posted_at",
      +    "match",
      +    "salary"
      +  ],
      +  "type": "string"
      +}
    • addedInput schema / properties / strict_remote
      Added value: +{
      +  "description": "Advanced filter: only postings checked as fully remote that can be worked from the requested location: the posting names that area, allows anywhere, or does not say where. Stricter than remote; work_modes other than remote do not apply with it.",
      +  "type": "boolean"
      +}
    • addedInput schema / properties / work_modes
      Added value: +{
      +  "description": "Advanced filter: jobs in any of these work modes (on_site, remote, hybrid). remote is matched across the whole country of the location, the others within the radius. [\"remote\"] is the same search as remote: true.",
      +  "items": {
      +    "enum": [
      +      "on_site",
      +      "remote",
      +      "hybrid"
      +    ],
      +    "type": "string"
      +  },
      +  "type": "array"
      +}
    • addedOutput schema / properties / continueUrl
      Added value: +{
      +  "type": "string"
      +}
    • removedOutput schema / properties / jobs / items / properties / companyRating
      Removed value: -{
      -  "type": [
      -    "number",
      -    "null"
      -  ]
      -}
    • removedOutput schema / properties / jobs / items / properties / estimatedSalary / properties / basedOn
      Removed value: -{
      -  "type": [
      -    "string",
      -    "null"
      -  ]
      -}
    • addedOutput schema / properties / jobs / items / properties / related
      Added value: +{
      +  "type": "boolean"
      +}
    • addedOutput schema / properties / jobs / items / properties / resultItemId
      Added value: +{
      +  "type": [
      +    "string",
      +    "null"
      +  ]
      +}
    • addedOutput schema / properties / preview
      Added value: +{
      +  "properties": {
      +    "continueUrl": {
      +      "type": [
      +        "string",
      +        "null"
      +      ]
      +    },
      +    "hidden": {
      +      "type": "integer"
      +    },
      +    "hiddenAtLeast": {
      +      "type": "boolean"
      +    },
      +    "shown": {
      +      "type": "integer"
      +    }
      +  },
      +  "type": [
      +    "object",
      +    "null"
      +  ]
      +}
    • removedOutput schema / properties / proFilterUpsellUrl
      Removed value: -{
      -  "type": [
      -    "string",
      -    "null"
      -  ]
      -}
    • addedOutput schema / properties / resultBatchId
      Added value: +{
      +  "type": [
      +    "string",
      +    "null"
      +  ]
      +}
    • addedOutput schema / properties / resultSetId
      Added value: +{
      +  "type": [
      +    "string",
      +    "null"
      +  ]
      +}
    • addedOutput schema / properties / system_instruction
      Added value: +{
      +  "type": "string"
      +}
  12. Changed2 schema fields changed
    • changedInput schema / properties / salary_floor / description
      Previous value: -"Advanced filter: minimum annualized salary in USD; a posting qualifies when the midpoint of its pay band reaches the floor. Jobs without salary data are dropped."New value: +"Advanced filter: minimum annualized salary in USD; a posting qualifies when the midpoint of its pay band reaches the floor. Jobs without a USD salary are dropped."
    • addedOutput schema / properties / jobs / items / properties / estimatedSalary / properties / currency
      Added value: +{
      +  "type": [
      +    "string",
      +    "null"
      +  ]
      +}
  13. Changed4 schema fields changed
    • addedOutput schema / properties / jobs / items / properties / insights / properties / match / properties / breakdown / properties / alignmentKind
      Added value: +{
      +  "type": [
      +    "string",
      +    "null"
      +  ]
      +}
    • addedOutput schema / properties / jobs / items / properties / insights / properties / match / properties / breakdown / properties / alignmentMultiplier
      Added value: +{
      +  "type": [
      +    "number",
      +    "null"
      +  ]
      +}
    • addedOutput schema / properties / jobs / items / properties / insights / properties / match / properties / breakdown / properties / jobCareerProfileId
      Added value: +{
      +  "type": [
      +    "integer",
      +    "null"
      +  ]
      +}
    • addedOutput schema / properties / jobs / items / properties / insights / properties / match / properties / breakdown / properties / jobCareerSpecializationId
      Added value: +{
      +  "type": [
      +    "integer",
      +    "null"
      +  ]
      +}
  14. Changed3 schema fields changed
    • addedOutput schema / properties / jobs / items / properties / insights / properties / match / properties / grade
      Added value: +{
      +  "type": [
      +    "string",
      +    "null"
      +  ]
      +}
    • addedOutput schema / properties / jobs / items / properties / insights / properties / match / properties / gradeConfidence
      Added value: +{
      +  "type": [
      +    "string",
      +    "null"
      +  ]
      +}
    • addedOutput schema / properties / jobs / items / properties / insights / properties / match / properties / gradeReasons
      Added value: +{
      +  "items": {
      +    "properties": {
      +      "code": {
      +        "type": "string"
      +      },
      +      "params": {
      +        "type": [
      +          "object",
      +          "null"
      +        ]
      +      },
      +      "severity": {
      +        "type": "string"
      +      }
      +    },
      +    "type": "object"
      +  },
      +  "type": "array"
      +}
  15. Changed5 schema fields changed
    • changedInput schema / properties / h1b_sponsors_only / description
      Previous value: -"Pro filter. Only companies known to sponsor H1B visas. Applied only for Pro users; ignored otherwise."New value: +"Advanced filter: only companies known to sponsor H1B visas."
    • changedInput schema / properties / hide_low_quality / description
      Previous value: -"Pro filter. Hide postings with a risky ghost grade (D/F); ungraded jobs stay. Applied only for Pro users; ignored otherwise."New value: +"Advanced filter: hides postings with a risky ghost grade (D/F); ungraded postings stay."
    • changedInput schema / properties / min_match / description
      Previous value: -"Pro filter. Minimum personal match score (0-100); needs a resume. Applied only for Pro users; ignored otherwise."New value: +"Advanced filter: minimum personal FoundRole match score (0-100); needs a resume on the account."
    • changedInput schema / properties / remote / description
      Previous value: -"Pro filter. Only remote-eligible jobs (respects the location/region scope). Applied only for Pro users; ignored otherwise."New value: +"Advanced filter: only remote-eligible jobs (respects the location/region scope)."
    • changedInput schema / properties / salary_floor / description
      Previous value: -"Pro filter. Minimum annualized salary in USD; jobs without salary data are dropped. Applied only for Pro users; ignored otherwise."New value: +"Advanced filter: minimum annualized salary in USD; a posting qualifies when the midpoint of its pay band reaches the floor. Jobs without salary data are dropped."
  16. Changed1 schema field changed
    • addedOutput schema / properties / jobSearchId
      Added value: +{
      +  "type": [
      +    "string",
      +    "null"
      +  ]
      +}
  17. Changed9 schema fields changed
    • addedInput schema / $schema
      Added value: +"https://json-schema.org/draft/2020-12/schema"
    • addedInput schema / additionalProperties
      Added value: +false
    • addedInput schema / properties / h1b_sponsors_only
      Added value: +{
      +  "description": "Pro filter. Only companies known to sponsor H1B visas. Applied only for Pro users; ignored otherwise.",
      +  "type": "boolean"
      +}
    • addedInput schema / properties / hide_low_quality
      Added value: +{
      +  "description": "Pro filter. Hide postings with a risky ghost grade (D/F); ungraded jobs stay. Applied only for Pro users; ignored otherwise.",
      +  "type": "boolean"
      +}
    • addedInput schema / properties / min_match
      Added value: +{
      +  "description": "Pro filter. Minimum personal match score (0-100); needs a resume. Applied only for Pro users; ignored otherwise.",
      +  "maximum": 100,
      +  "minimum": 0,
      +  "type": "integer"
      +}
    • addedInput schema / properties / remote
      Added value: +{
      +  "description": "Pro filter. Only remote-eligible jobs (respects the location/region scope). Applied only for Pro users; ignored otherwise.",
      +  "type": "boolean"
      +}
    • addedInput schema / properties / salary_floor
      Added value: +{
      +  "description": "Pro filter. Minimum annualized salary in USD; jobs without salary data are dropped. Applied only for Pro users; ignored otherwise.",
      +  "minimum": 0,
      +  "type": "integer"
      +}
    • addedOutput schema / $schema
      Added value: +"https://json-schema.org/draft/2020-12/schema"
    • addedOutput schema / properties / proFilterUpsellUrl
      Added value: +{
      +  "type": [
      +    "string",
      +    "null"
      +  ]
      +}
  18. Changed11 schema fields changed
    • addedOutput schema / properties / feedKind
      Added value: +{
      +  "type": "string"
      +}
    • addedOutput schema / properties / feedStatus
      Added value: +{
      +  "type": [
      +    "string",
      +    "null"
      +  ]
      +}
    • addedOutput schema / properties / jobs / items / properties / estimatedSalary / properties / max
      Added value: +{
      +  "type": [
      +    "number",
      +    "null"
      +  ]
      +}
    • addedOutput schema / properties / jobs / items / properties / estimatedSalary / properties / min
      Added value: +{
      +  "type": [
      +    "number",
      +    "null"
      +  ]
      +}
    • addedOutput schema / properties / jobs / items / properties / estimatedSalary / properties / updatedAt
      Added value: +{
      +  "type": [
      +    "string",
      +    "null"
      +  ]
      +}
    • addedOutput schema / properties / jobs / items / properties / insights
      Added value: +{
      +  "properties": {
      +    "eVerify": {
      +      "type": [
      +        "boolean",
      +        "null"
      +      ]
      +    },
      +    "ghostScore": {
      +      "properties": {
      +        "confidence": {
      +          "type": [
      +            "string",
      +            "null"
      +          ]
      +        },
      +        "grade": {
      +          "type": [
      +            "string",
      +            "null"
      +          ]
      +        },
      +        "reasons": {
      +          "items": {
      +            "properties": {
      +              "code": {
      +                "type": "string"
      +              },
      +              "params": {
      +                "type": [
      +                  "object",
      +                  "null"
      +                ]
      +              },
      +              "severity": {
      +                "type": "string"
      +              }
      +            },
      +            "type": "object"
      +          },
      +          "type": "array"
      +        }
      +      },
      +      "type": [
      +        "object",
      +        "null"
      +      ]
      +    },
      +    "h1bHistory": {
      +      "items": {
      +        "properties": {
      +          "fiscalPeriod": {
      +            "type": "string"
      +          },
      +          "petitions": {
      +            "type": "integer"
      +          },
      +          "workers": {
      +            "type": "integer"
      +          }
      +        },
      +        "type": "object"
      +      },
      +      "type": "array"
      +    },
      +    "h1bPetitions": {
      +      "properties": {
      +        "count": {
      +          "type": [
      +            "integer",
      +            "null"
      +          ]
      +        },
      +        "fiscalPeriod": {
      +          "type": [
      +            "string",
      +            "null"
      +          ]
      +        },
      +        "workers": {
      +          "type": [
      +            "integer",
      +            "null"
      +          ]
      +        }
      +      },
      +      "type": [
      +        "object",
      +        "null"
      +      ]
      +    },
      +    "h1bSponsor": {
      +      "type": [
      +        "boolean",
      +        "null"
      +      ]
      +    },
      +    "match": {
      +      "properties": {
      +        "breakdown": {
      +          "properties": {
      +            "jobRank": {
      +              "type": [
      +                "integer",
      +                "null"
      +              ]
      +            },
      +            "jobTrack": {
      +              "type": [
      +                "string",
      +                "null"
      +              ]
      +            },
      +            "scoredSkillCount": {
      +              "type": [
      +                "integer",
      +                "null"
      +              ]
      +            },
      +            "seniorityMultiplier": {
      +              "type": [
      +                "number",
      +                "null"
      +              ]
      +            },
      +            "skillScore": {
      +              "type": [
      +                "number",
      +                "null"
      +              ]
      +            },
      +            "userRank": {
      +              "type": [
      +                "integer",
      +                "null"
      +              ]
      +            },
      +            "userTrack": {
      +              "type": [
      +                "string",
      +                "null"
      +              ]
      +            },
      +            "weightedDenominator": {
      +              "type": [
      +                "number",
      +                "null"
      +              ]
      +            }
      +          },
      +          "type": [
      +            "object",
      +            "null"
      +          ]
      +        },
      +        "insufficientData": {
      +          "type": "boolean"
      +        },
      +        "matchedCount": {
      +          "type": "integer"
      +        },
      +        "matchedRequiredCount": {
      +          "type": "integer"
      +        },
      +        "missingNice": {
      +          "items": {
      +            "type": "string"
      +          },
      +          "type": "array"
      +        },
      +        "missingNiceTotal": {
      +          "type": "integer"
      +        },
      +        "missingRequired": {
      +          "items": {
      +            "type": "string"
      +          },
      +          "type": "array"
      +        },
      +        "missingRequiredTotal": {
      +          "type": "integer"
      +        },
      +        "requiredTotal": {
      +          "type": "integer"
      +        },
      +        "score": {
      +          "type": [
      +            "integer",
      +            "null"
      +          ]
      +        },
      +        "seniorityMatch": {
      +          "type": [
      +            "string",
      +            "null"
      +          ]
      +        }
      +      },
      +      "type": [
      +        "object",
      +        "null"
      +      ]
      +    }
      +  },
      +  "type": [
      +    "object",
      +    "null"
      +  ]
      +}
    • addedOutput schema / properties / jobs / items / properties / salaryBand
      Added value: +{
      +  "properties": {
      +    "max": {
      +      "type": "number"
      +    },
      +    "min": {
      +      "type": "number"
      +    }
      +  },
      +  "type": [
      +    "object",
      +    "null"
      +  ]
      +}
    • addedOutput schema / properties / lowRelevanceNotice
      Added value: +{
      +  "type": [
      +    "string",
      +    "null"
      +  ]
      +}
    • addedOutput schema / properties / profileSetupState
      Added value: +{
      +  "type": [
      +    "string",
      +    "null"
      +  ]
      +}
    • addedOutput schema / properties / profileSetupUrl
      Added value: +{
      +  "type": [
      +    "string",
      +    "null"
      +  ]
      +}
    • addedOutput schema / properties / revalidating
      Added value: +{
      +  "type": "boolean"
      +}
  19. Changed1 schema field changed
    • addedOutput schema / properties / trackerWebUrl
      Added value: +{
      +  "type": "string"
      +}
  20. Changed2 schema fields changed
    • addedOutput schema / properties / jobs / items / properties / trackedJob
      Added value: +{
      +  "type": [
      +    "object",
      +    "null"
      +  ]
      +}
    • addedOutput schema / properties / statusOrder
      Added value: +{
      +  "items": {
      +    "type": "string"
      +  },
      +  "type": "array"
      +}
  21. Changed1 schema field changed
    • changedOutput schema / (root)
      Previous value: -nullNew value: +{
      +  "properties": {
      +    "jobs": {
      +      "items": {
      +        "properties": {
      +          "benefits": {
      +            "items": {
      +              "type": "string"
      +            },
      +            "type": "array"
      +          },
      +          "bonuses": {
      +            "items": {
      +              "type": "string"
      +            },
      +            "type": "array"
      +          },
      +          "category": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "companyName": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "companyRating": {
      +            "type": [
      +              "number",
      +              "null"
      +            ]
      +          },
      +          "companySize": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "companyWebsite": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "description": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "descriptionSnippet": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "employmentType": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "estimatedSalary": {
      +            "properties": {
      +              "basedOn": {
      +                "type": [
      +                  "string",
      +                  "null"
      +                ]
      +              },
      +              "median": {
      +                "type": [
      +                  "number",
      +                  "null"
      +                ]
      +              },
      +              "p25": {
      +                "type": [
      +                  "number",
      +                  "null"
      +                ]
      +              },
      +              "p75": {
      +                "type": [
      +                  "number",
      +                  "null"
      +                ]
      +              },
      +              "sampleSize": {
      +                "type": [
      +                  "integer",
      +                  "null"
      +                ]
      +              }
      +            },
      +            "type": [
      +              "object",
      +              "null"
      +            ]
      +          },
      +          "id": {
      +            "type": "string"
      +          },
      +          "link": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "location": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "logoUrl": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "postedAt": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "requirements": {
      +            "items": {
      +              "type": "string"
      +            },
      +            "type": "array"
      +          },
      +          "salary": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "skills": {
      +            "items": {
      +              "type": "string"
      +            },
      +            "type": "array"
      +          },
      +          "subcategory": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "title": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "url": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "workLocationType": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          }
      +        },
      +        "required": [
      +          "id"
      +        ],
      +        "type": "object"
      +      },
      +      "type": "array"
      +    }
      +  },
      +  "type": "object"
      +}
  22. First observed

TDQS

A3.9/5.0
Behavior1/5

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

The description itself discloses extensive behavior—no pagination, widening below four matches, location fallback, saved-role handling, and figure attribution—which is valuable beyond the annotations. However, the annotations declare readOnlyHint=false while the description describes a pure database search/read with no mutation; that is a direct contradiction, so the dimension is scored 1 under the contradiction rule.

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

Conciseness2/5

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

The purpose is front-loaded, but the body is a dense, multi-paragraph wall of text with repeated restatements of schema details (sort, posted_days_ago, work_modes, advanced filters) and no headings or bullets. It is far longer than necessary for an agent to parse, even for a 19-parameter tool.

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?

Given a 19-parameter search with an output schema, the description is complete enough to call correctly: it covers query semantics, filters, ordering, location fallback, widening, and return-field pointers. The only material defect is the annotation contradiction, not a missing operational detail.

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?

Schema coverage is 100%, so the baseline is 3, but the description adds substantial relational meaning: it maps user constraints to parameter names, explains that omitted constraints are not applied, clarifies company vs companies vs hiring_brand, and describes remote/work_modes and sort interactions. This goes well beyond the per-parameter schema text.

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?

The first sentence states a specific verb and resource ('Searches a database for real-time job listings') and immediately scopes the query format. It also names adjacent tools such as roles_lookup, jobs_details, jobs_recommendations and knowledge_search, so an agent can distinguish this search from role resolution, detail retrieval, and recommendation paths.

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?

It gives concrete routing rules: use roles_lookup when words name no exact role, use jobs_details with id and result_item_id, and use jobs_recommendations when an omitted query should use the personalized feed. It also explains that only constraints passed as parameters are enforced, which is crucial usage guidance. Alternatives and conditions are explicit.

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

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