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Adding a New Safe Output Type to GitHub Agentic Workflows.
37 tagged ci, measured the same way as everything else here.
Browse within: actions 12cai 12gh-extension 12agent-tools 8bash 8adr 6code-quality 6coding-style 5
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Adding a New Safe Output Type to GitHub Agentic Workflows.
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Comprehensive guide for implementing custom agentic engines in gh-aw.
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Developer Instructions for GitHub Agentic Workflows.
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A software operations and site-reliability role that maintains automated builds, releases, deployments, and infrastructure settings. CI/CD means automated checks and delivery of software; a release is a published version of the project.
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Status: binding (era-13.5 gate G7) Code: crates/argot-core/src/scoring/calibration.rs — runcalibrate (multi-seed median threshold).
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If any of these files don't exist, proceed silently. Don't flag their absence upfront.
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Companion to calibration-contract.md, which governs the base statistical scorer. The semantic layer (feature semantic, crate crates/argot-rules-semantic/) calibrates itself separately at fit time; this file records the invariants a contributor must not break.
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Your AI team. Describe what you're building, get a team of specialists that live in your repo.
Agent Claude Code
Use when you need a focused, parallel-dispatchable architectural review of a diff, a planned change, or an OpenSpec proposal against this repo's cross-cutting invariants — the doctrine written as prose in CLAUDE.md, spec/.md, and openspec/project.md, which has no .claude/rules/.md file of its own. Returns a structured…
Agent Claude Code
Use when a diff, planned change, or OpenSpec proposal touches the checker kernel — packages/claims/src/checkClaims.ts, witness.ts, wiring.ts, rules.ts, or config.ts — and you need a review of whether the change respects the kernel's own semantics: which verdict union a new verdict belongs to, whether its pass/fail…
Agent Claude Code
Use as the FINAL stage of a proposal-to-pr run to record what happened, as one retrospective file under .claude/retrospectives/. Dispatched fresh, having NOT done the work, so it reads artefacts — the pipeline state file, review-evidence.md and its ## Probe — stage 2 score, progress.md, git history — rather than the…
nikolaypaskov/claudeconf-plugin
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Check a claudeconf-generated harness against its RECORDED constitution profile — advisory, evidence-driven, read-only. Use when the user asks to check, diagnose, or "doctor" their harness, verify pins/wiring/drift, see whether branch protection matches the enforcement checklist, or whether a profile upgrade is…
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Reads the cross-goal record. Invoke when the same kind of goal keeps stalling, exhausting its budget, or escalating — reconstructs the recurring pattern from history.tsv and past journals across many goals, without predicting the next one will succeed.
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Audits the trust contract against the code. Invoke after changing anything the engine prints, adding a record field, or adding an agent — finds strings the engine says that the contract never declared.
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Reads the record. Invoke when a goal escalated, stalled, or completed in a way nobody understands — reconstructs what actually happened from the journal, ledger, timings and seal generations, without guessing.
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Learning: Checking a file path against multiple GlobSets sequentially is less efficient than combining them into a single GlobSet and checking match indices. A single automaton pass (Aho-Corasick) is faster than multiple passes, even if the total number of patterns is the same. Action: When classifying strings against…