Install
$ agentstack add skill-chemaclass-agnostic-ai-gh-issue ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →About
GitHub Issue Workflow
Context
Read both the issue body and every comment as requirements input. Maintainer follow-ups frequently add scope, edge cases, or override the original description; when a later comment conflicts with the body, prefer the comment.
!gh issue view ${ARGUMENTS#\#} --json number,url,title,body,labels,assignees,state,comments 2>/dev/null || echo "Provide an issue number"
Instructions
Phase 1: Setup
- Parse the issue number from
$ARGUMENTS(strip#if present).
- Assign yourself if unassigned:
``bash gh issue edit --add-assignee @me ``
- Create a branch from fresh
origin/mainbased on the issue type:
Determine the branch prefix from labels:
bug→fix/enhancement→feat/documentation→docs/- No label →
feat/(default)
Branch name format: -
``bash git checkout main && git pull --ff-only git checkout -b ``
Phase 2: Plan
- Enter Plan Mode to design the implementation:
- Explore the codebase to understand affected areas.
- Identify files that need changes.
- Respect adapter independence:
.claude/rules/no-cross-adapter-imports.md. - Honor the adapter skeleton:
.claude/rules/adapter-pattern.md. - Plan the TDD approach (what tests to write first).
- Create implementation plan with:
- Summary of what the issue requires.
- List of files to create/modify.
- Test strategy (unit per package, integration under
tests/integration). - Step-by-step implementation order.
Phase 3: Implement
- After plan approval, implement following TDD:
- Write failing tests first (
*_test.gonext to the code under test). - Implement minimum code to pass.
- Refactor while keeping tests green.
- Wrap returned errors per
.claude/rules/error-wrapping.md. - Follow
.claude/rules/test-conventions.md(uset.TempDir(),testutil.Chdir, behavior-named tests).
- Run full test suite:
``bash go test ./... `` Fix ALL failures before proceeding.
- Regenerate derived artifacts when touched:
- Edited
internal/config/config.gostruct tags →go run ./cmd/schemagen(see.claude/skills/regen-schema/). - Edited specs under
.agnostic-ai/or any adapter →agnostic-ai syncthen./agnostic-ai sync --check(see.claude/skills/run-sync-check/). - Touched code reachable from
cmd/agnostic-ai-wasm→ rebuild the playground (see.claude/skills/playground-rebuild/).
Phase 4: Ship
- Update CHANGELOG.md — add an entry under
## [Unreleased], grouped asAdded,Changed,Fixed, orRemovedper.claude/rules/docs-sync.md. Skip only for pure refactors or test-only changes.
- Update user docs when behavior is visible:
- New or changed flag, target, or output field →
docs/user/targets.mdanddocs/user/configuration.md. - New or changed spec field →
docs/user/spec-format.md. - New command or capability →
README.md.
- Commit changes using Conventional Commits (
.claude/rules/conventional-commits.md):
```bash git add git commit -m "():
Related to #" `` Use ref: (not refactor:`) for refactor commits. Subject under 72 chars. Body explains why, not what. Never mention AI assistance.
- Final refactor commit (mandatory, last commit before PR):
Re-review every file touched by this change. Look for:
- duplication introduced by the new code (extract or reuse).
- dead branches, unused params, leftover debug.
- naming drift vs. surrounding package conventions.
- violations of
.claude/rules/adapter-pattern.md,no-cross-adapter-imports.md,error-wrapping.md,go-style.md,plain-english.md. - over-engineering: speculative abstractions, premature interfaces, helpers used once.
Apply fixes. Re-run go test ./.... Commit as a separate ref(...) commit — must be the final commit on the branch before PR: ```bash git commit -m "ref(): polish after #
Related to #" ``` If review surfaces zero changes, record that fact in the PR body instead of skipping silently.
- Push and create PR:
```bash git push -u origin gh pr create \ --assignee Chemaclass \ --label "" \ --title "(): " \ --body "$(cat
## Test plan
- [ ] go test ./...
- [ ] agnostic-ai sync --check (if specs/adapters touched)
Closes # EOF )" `` Match the label to the issue type. Use Closes #` so merge auto-closes the issue.
Phase 5: Verify & Merge
- Wait for CI green on the PR:
``bash gh pr checks --watch ` Fix red checks on the branch (push fixes; re-watch). Do not proceed while any required check is failing. Never --no-verify` past a failing required check.
- Merge with admin bypass when possible:
Once every required check is green: ``bash gh pr merge --squash --admin --delete-branch ` If --admin is rejected (token lacks admin, branch protection blocks bypass), fall back to --auto --squash --delete-branch` and surface that the PR is awaiting human approval.
- Sync local main after merge:
``bash git checkout main && git fetch origin main && git reset --hard origin/main ``
Checklist
- [ ] Issue fetched and understood (body + comments)
- [ ] Self-assigned
- [ ] Branch created from fresh
origin/main - [ ] Plan created and approved
- [ ] Tests written first (TDD)
- [ ] Implementation complete
- [ ]
go test ./...passes - [ ] Derived artifacts regenerated (schema / sync / playground) when applicable
- [ ] Changelog updated under
## [Unreleased] - [ ] User docs updated when behavior is visible
- [ ] Feature commit with
Related to # - [ ] Final
ref(...)commit (last commit on branch) - [ ] PR created with
Chemaclassassignee, matching label,Closes # - [ ] CI green (
gh pr checks --watch) - [ ] PR merged via
--admin --squash(or--autofallback if admin blocked) - [ ] Local
mainsynced toorigin/main
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: Chemaclass
- Source: Chemaclass/agnostic-ai
- License: MIT
- Homepage: https://chemaclass.github.io/agnostic-ai/
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.