create-connector
Skill5.6k starsChanged 6 months agoMITView on GitHub
Create or extend a declaration-only third-party connector, with narrow reads, separate safe outputs, optional protected triggers, and offline conformance evidence.
1 other project uses a version of this.
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Quiet since March.thin dataabout the whole repository
Most recently taken up by
- harness/harness-skillstheir own version, first seen Nov 1, 2026
Who's talking about github/gh-aw
- A Hacker News story“GitHub Agentic Workflows”Hacker News · Feb 11, 2026 · 2 points
- @kcieslak.io“We see that a lot in our OSSed AW repository which uses fully agentic development - github.com/github/gh-aw …”Bluesky · Mar 24, 2026 · 1 likes
- @github-trending.bsky.social“🚀 Skyrocketing! 🚀 (200+ new stars) 📦 github / gh-aw ⭐ 2,482 (+213) 🗒 Go GitHub Agentic Workflows”Bluesky · Feb 15, 2026
The biggest 3 of 3 mentions linking to the repository that our crawl found. Each line is their own headline.
Other versions1 project uses a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 1
- harness/harness-skills★ 134same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository115 other files it gives its agents.
- AGENTS.mdAGENTS.md
- docs/src/content/docs/engines/claude.mdCLAUDE.md
- docs/src/content/docs/reference/engines/claude.mdCLAUDE.md
- pkg/workflow/data/engines/claude.mdCLAUDE.md
- .squad/templates/copilot-instructions.mdCopilot instructions
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The file
Show its rules and text
We split this skill into the rules it gives an agent
16 rules. About 0 are common, 7 are distinctive, and 9 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈7
Distinctive · estimate
This author's own choices. Worth a look.
9
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 8
Use this skill when adding a provider or extending its declarative capabilities.
- Very specific: line 13
Read the connector specification and only the closest declaration in .github/workflows/connectors/.
- Very specific: line 15
Use its docs references and matching connector-documentation XML, not a product name, old native handler, or guessed OAuth scope as API …
- Distinctive: line 17
Read the authoring guide for advanced policies.
- Distinctive: line 22
If the provider's API or authorization details are unavailable, mark that capability unsupported instead of inventing an endpoint, scope, …
- Very specific: line 27
Create .github/workflows/connectors/<id>.md with connectors.<id> and ordinary import-schema.
- Distinctive: line 49
Keep merge keys before explicit overrides and verify nested aliases with the actual compiler and bundled runtime, not only a generic YAML …
- Very specific: line 51
Use token, scoped github-app, or audience-bound github-oidc only when that route is valid for the actual provider.
- Very specific: line 65
Use body-plain-compact only for APIs whose documented representation collapses consecutive ASCII spaces and newlines, so exact echoed-text …
- Very specific: line 68
Do not add per-provider runtime code, checkout/build/install hooks, dynamic URLs/queries/scripts, automatic pagination, arbitrary patches, …
- Very specific: line 87
Create a minimal consumer with normal uses/with, workflow_dispatch, explicit network approval, one reader and one staged: true, max: 1 …
- Distinctive: line 97
Update the human connector reference with honest setup and evidence limits.
- Distinctive: line 101
Use a connector-capable compiler and the matching bundled runtime:
- Distinctive: line 120
Add tests for import-only/no capability, phase pruning, exact native selection, invalid arguments/grants before credentials, wrong response …
- Very specific: line 125
Check local/pinned imports, extracted XML examples, and deployment file closure.
- Very specific: line 126
Run make compile-cli-workflows for the golden matrix and follow the developer gates for code changes.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Create a Connector
Use this skill when adding a provider or extending its declarative capabilities. For consumption/setup only, use the connector guide.
Load the contract, not a catalog
Read the connector specification
and only the closest declaration in .github/workflows/connectors/.
Use its docs references and matching connector-documentation XML, not a
product name, old native handler, or guessed OAuth scope as API evidence.
Read the authoring guide
for advanced policies. No remote skill discovery is needed.
Confirm one useful consumer scenario, exact authorized resources, needed read evidence, desired effect, credential route, and any trigger evidence. If the provider's API or authorization details are unavailable, mark that capability unsupported instead of inventing an endpoint, scope, or tool.
Create the smallest source
Create .github/workflows/connectors/<id>.md with connectors.<id> and ordinary
import-schema. Start from section 9 of the specification or the closest
existing provider. Its synthetic API is an offline shape example, never a
real provider or live-test target.
| Need | Declare |
| Bounded REST/fixed GraphQL read | tools.<read> with exact tool, typed inputs, fixed request, minimal checked projection. |
| Hosted streamable-HTTP MCP read | mcp-servers.<registration> with fixed URL, readOnly: true, exact native tools schemas and grants. |
| Provider mutation | safe-outputs.<operation> with a distinct safe-output credential and exact resource checks. |
| Native event | triggers.<name> with fixed resourceOrigins, verification profile, evidence predicates, normalization and grants; no ingress deployment. |
| Resource content/context | A selected reader. Do not add public context or automatic hydration. |
Set experimental: true for a new unproven contract. Add literal official
HTTPS docs URLs actually consulted. Expose resource arrays and secret NAMES
through import-schema; tokens never belong in with, source, or prompts.
Describe every import binding and give resource arrays explicit string item
types. Put declaration metadata, endpoints, credentials, resources, triggers,
readers, hosted MCP registrations, and safe outputs in that order. Put input
type/required before its constraints. Reuse provider-local anchors for identical
primitive schemas without combining independent grants or credential phases.
Preserve quoted import substitutions and define anchors before their aliases.
Keep merge keys before explicit overrides and verify nested aliases with the
actual compiler and bundled runtime, not only a generic YAML parser.
Use token, scoped github-app, or audience-bound github-oidc only when that
route is valid for the actual provider. Neither GitHub route exchanges tokens.
Bound every string and response. Request placeholders take safe individual
segments. New local readers use kebab-case selectors and unprefixed snake_case
tool names; preserve existing advertised names and exact hosted native MCP
names rather than renaming them for style. Query/body values use
input, literal, object, or array.
Resource inputs are required strings checked against exact grants before secrets.
Correlate the returned ID with the requested ID, not merely some allowed ID.
Reject partial pages when completeness matters. Project only needed evidence.
Mark human text with sanitize: title/body; use body-plain for literal API text
or ADF text nodes so publisher markup is not sent as content. Both body formats
retain protected attribution and sizing. Do not sanitize IDs as body text.
Use body-plain-compact only for APIs whose documented representation collapses
consecutive ASCII spaces and newlines, so exact echoed-text checks stay intact.
Do not add per-provider runtime code, checkout/build/install hooks, dynamic URLs/queries/scripts, automatic pagination, arbitrary patches, credential fallbacks, or grants derived from responses. If the shared contract cannot express a required behavior, report the gap; extend reusable infrastructure only when the task explicitly includes that implementation.
Supply a complete consumer and documentation
Enclose the entire Markdown body in one XML/HTML comment containing a matching
connector-documentation XML block with purpose, acquisition/renewal instructions,
phase credential names/scopes, input/grant contracts, evidence/privacy limits,
and complete consumer YAML/prompt elements. Never include secret values or
double-hyphen sequences or nested comments. Do not embed Markdown frontmatter
delimiters inside it or leave usage instructions outside the comment: the body
is otherwise a system prompt. Full-source security scans still apply; do not
add exemptions for documentation. Keep credential-format details in import input
metadata and reference the inputs from the comment. Documentation is stripped
from prompts, not executed as setup.
Create a minimal consumer with normal uses/with, workflow_dispatch,
explicit network approval, one reader and one staged: true, max: 1 effect.
For HTTP MCP prefer {registration: [exactNativeTool]} over the whole profile.
Specimen grants must match in YAML and prompt. Say what the read does NOT prove
and never claim staged delivery. Importing alone must select nothing.
In this repository, add a source-only fixture to
pkg/cli/workflows/<id>-golden.md, following the existing golden harness.
Wire the new fixture into its provider scenario/CLI compilation matrix; do not
install goldens under .github/workflows/ or commit fixture lock files.
Update the human connector reference with honest setup and evidence limits.
Validate offline first
Use a connector-capable compiler and the matching bundled runtime:
gh aw connector <id> setup --file .github/workflows/connectors/<id>.md
gh aw compile <consumer> --strict --no-emit
gh aw connector <id> test --phase safe-output --capability <operation> \
--file .github/workflows/connectors/<id>.md \
--input 'resources=["approved-id"]' \
--args '{"resource-id":"approved-id","text":"Offline conformance example"}' \
--node-runtime actions/setup/js/connector_runtime.cjsThe last command is a shape illustration: replace input, argument, and operation
names with the actual declaration's schema. --input name=JSON binds an import
input; --grant collection=JSON-array replaces a declared resource grant.
Annotated safe-output text requires the matching Node runtime and dependencies.
Setup and safe-output tests read no credentials and perform no provider writes.
An agent-phase test DOES contact the provider; do not run it as offline validation.
Add tests for import-only/no capability, phase pruning, exact native selection,
invalid arguments/grants before credentials, wrong response identity/types,
staging with zero secret/HTTP accesses, publication bounds, and Go/Node parity.
For supported triggers, add complete/nonmatching native fixtures and frozen
predicate parity; projection must report operational: false.
Check local/pinned imports, extracted XML examples, and deployment file closure.
Run make compile-cli-workflows for the golden matrix and follow the
developer gates for code changes.
Report source, scenario, exposed methods/effect, declared credential routes, offline evidence, and unsupported behavior. Do not claim consent, receiver enrollment, token validity, provider delivery, or useful output quality from a compile or mock. Live execution requires the debugging gates, explicit effect scope, and exact reviewed published revision. Stop on authorization denial.
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