Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add Ed-Fi-Exchange-OSS/Ed-Fi-SDK-for-AI-Assistants --skill ed-fi-api-specgit clone --depth 1 https://github.com/Ed-Fi-Exchange-OSS/Ed-Fi-SDK-for-AI-AssistantsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/ed-fi-exchange-oss/ed-fi-sdk-for-ai-assistants/ed-fi-api-spec)<a href="https://agentmods.dev/skills/ed-fi-exchange-oss/ed-fi-sdk-for-ai-assistants/ed-fi-api-spec"><img src="https://agentmods.dev/badge/skills/ed-fi-exchange-oss/ed-fi-sdk-for-ai-assistants/ed-fi-api-spec/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/ed-fi-exchange-oss/ed-fi-sdk-for-ai-assistants/ed-fi-api-spec"><img src="https://agentmods.dev/badge/skills/ed-fi-exchange-oss/ed-fi-sdk-for-ai-assistants/ed-fi-api-spec.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00094 | $0.00708 |
| Opus 5.5 | $0.00038 | $0.00283 |
| Sonnet 5.5 | $0.00019 | $0.00142 |
| Haiku 4.5 | $0.00009 | $0.00071 |
Grade A, and why
ed-fi-api-spec scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 44 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Ed-Fi API spec lookup
A Markdown index of the Ed-Fi Resources and Descriptors API specifications (Data Standard 5.2, generated from the ODS/API 7.3 sandbox metadata). The full specifications are about 2.7 million tokens; a lookup here usually needs 8–10 thousand.
How to look something up
- Find the resource. Search references/index.md for the developer's term. Each line has the resource name, its collection path and the first sentence of its description, plus common synonyms ("Also: …"). If the first term finds nothing, try other wordings: singular and plural, the business term ("enrolled", "enrollment", "registration") and the Ed-Fi term ("association").
- Open only the resource files you need, under
references/resources/<name>.md, where<name>is the plural collection name from the index (students.md,grades.md,studentSchoolAssociations.md). Each file has:- every field, marked
yeswhen required, with its type, the fields to supply inside each...Reference, and which fields are descriptors; - the fields of each nested collection (for example
classPeriodsinsections), with their own required flags; - the endpoints, including
/deletes,/keyChangesand/partitionswhere they exist, and whetherPUTcan change the resource's identifying values (cascading key updates).
- every field, marked
- For descriptor types, search references/descriptors.md. Descriptor values are data, not part of the spec: read them from the target API.
Don't open index.md and many resource files "just in case"; open what the task needs.
Limits
- Data Standard 5.2 only. Paths are shown as in the spec (
/ed-fi/students); build full URLs from the host's Discovery API (urls.dataManagementApi), which differs between ODS/API 7.x (.../data/v3/) and Ed-Fi API 8 (.../data/). - Host extensions are not included. Extensions appear only in each host's own metadata; regenerate this
index from that host with
eng/spec-knowledge-graph/generate.py(see its README in the repository). - No natural keys. The OpenAPI specification does not say which fields identify a record: a required reference may or may not be part of the identity. For a resource's natural key, use the Data Standard documentation or ask the host; don't infer it from the required fields.
What ships with it
60 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- references/descriptors.md 27 KB
- references/index.md 31 KB
- references/resources/academicWeeks.md 1.2 KB
- references/resources/accountabilityRatings.md 1.3 KB
- references/resources/assessmentAdministrationParticipations.md 2.1 KB
- references/resources/assessmentAdministrations.md 2.2 KB
- references/resources/assessmentBatteryParts.md 1.5 KB
- references/resources/assessmentItems.md 2.7 KB
- references/resources/assessments.md 7.3 KB
- references/resources/assessmentScoreRangeLearningStandards.md 2.2 KB
- references/resources/balanceSheetDimensions.md 1.6 KB
- references/resources/bellSchedules.md 2.2 KB
- references/resources/calendarDates.md 1.1 KB
- references/resources/calendars.md 1.3 KB
- references/resources/candidateEducatorPreparationProgramAssociations.md 3.0 KB
- references/resources/candidates.md 11 KB
- references/resources/chartOfAccounts.md 2.9 KB
- references/resources/classPeriods.md 1.7 KB
- references/resources/cohorts.md 1.6 KB
- references/resources/communityOrganizations.md 6.7 KB
- references/resources/communityProviderLicenses.md 2.1 KB
- references/resources/communityProviders.md 7.4 KB
- references/resources/competencyObjectives.md 1.5 KB
- references/resources/contacts.md 9.1 KB
- references/resources/courseOfferings.md 2.9 KB
- references/resources/courses.md 5.6 KB
- references/resources/courseTranscripts.md 7.8 KB
- references/resources/credentials.md 2.9 KB
- references/resources/crisisEvents.md 1.2 KB
- references/resources/descriptorMappings.md 1.5 KB
- references/resources/disciplineActions.md 3.9 KB
- references/resources/disciplineIncidents.md 3.8 KB
- references/resources/educationContents.md 5.4 KB
- references/resources/educationOrganizationInterventionPrescriptionAssociations.md 1.9 KB
- references/resources/educationOrganizationNetworkAssociations.md 1.5 KB
- references/resources/educationOrganizationNetworks.md 6.9 KB
- references/resources/educationOrganizationPeerAssociations.md 1.1 KB
- references/resources/educationServiceCenters.md 7.0 KB
- references/resources/educatorPreparationPrograms.md 1.6 KB
- references/resources/evaluationElementRatings.md 2.5 KB
- references/resources/evaluationElements.md 2.2 KB
- references/resources/evaluationObjectiveRatings.md 2.1 KB
- references/resources/evaluationObjectives.md 2.3 KB
- references/resources/evaluationRatings.md 3.2 KB
- references/resources/evaluationRubricDimensions.md 1.6 KB
- references/resources/evaluations.md 2.3 KB
- references/resources/feederSchoolAssociations.md 1.6 KB
- references/resources/financialAids.md 1.4 KB
- references/resources/functionDimensions.md 1.6 KB
- references/resources/fundDimensions.md 1.5 KB
- references/resources/gradebookEntries.md 2.7 KB
- references/resources/grades.md 3.3 KB
- references/resources/gradingPeriods.md 1.6 KB
- references/resources/graduationPlans.md 4.9 KB
- references/resources/interventionPrescriptions.md 4.3 KB
- references/resources/interventions.md 5.3 KB
- references/resources/interventionStudies.md 5.2 KB
- references/resources/learningStandardEquivalenceAssociations.md 1.7 KB
- references/resources/learningStandards.md 3.0 KB
- references/resources/localAccounts.md 1.8 KB
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 4d ago First seen · 44 lines · 94 tokens per session scan A 621e0726dde2
ed-fi-api-spec is a skill published in the GitHub repository Ed-Fi-Exchange-OSS/Ed-Fi-SDK-for-AI-Assistants (1 stars, last pushed today), licensed Apache-2.0. It adds 94 tokens to every session and 708 once invoked, about $0.0004 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-10-24.
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