borda/ai-rig

borda/ai-rig · AGENTS.md

borda/ai-rig · CLAUDE.md

borda/ai-rig · benchmarks/AGENTS.md

borda/ai-rig · docs/llms.txt

borda/ai-rig · plugins/AGENTS.md

borda/ai-rig · plugins/CLAUDE.md

borda/ai-rig · plugins/bridge_cc-codex/claude-skills/advise/SKILL.md · Ask Codex a read-only question with explicit model, effort, budget, and compact results.

borda/ai-rig · plugins/bridge_cc-codex/claude-skills/cancel/SKILL.md · Request cancellation of a running detached Codex bridge job.

borda/ai-rig · plugins/bridge_cc-codex/claude-skills/implement/SKILL.md · Ask Codex for one bounded write-capable change with compact results.

borda/ai-rig · plugins/bridge_cc-codex/claude-skills/result/SKILL.md · Read a completed detached Codex bridge job's compact result.

borda/ai-rig · plugins/bridge_cc-codex/claude-skills/review/SKILL.md · Request a read-only adversarial Codex review with explicit model, effort, budget, and compact findings.

borda/ai-rig · plugins/bridge_cc-codex/claude-skills/setup/SKILL.md · Configure, authenticate, repair, and verify the Claude Code to Codex Bridge; safe stages run by default and sensitive…

borda/ai-rig · plugins/bridge_cc-codex/claude-skills/status/SKILL.md · Read a detached Codex bridge job's current state.

borda/ai-rig · plugins/bridge_cc-codex/codex-skills/advise/SKILL.md · Ask Claude Code a read-only question from Codex through the sandbox-external bridge.

borda/ai-rig · plugins/bridge_cc-codex/codex-skills/implement/SKILL.md · Ask Claude Code to implement one bounded write-capable change through the sandbox-external bridge.

borda/ai-rig · plugins/bridge_cc-codex/codex-skills/review/SKILL.md · Request a read-only adversarial review from Claude Code through the sandbox-external bridge.

borda/ai-rig · plugins/bridge_cc-codex/codex-skills/setup/SKILL.md · Configure, authenticate, repair, and verify the Codex to Claude Code Bridge; safe stages run by default and sensitive…

borda/ai-rig · plugins/cc_develop/skills/debug/SKILL.md · Investigation-first debugging — gather evidence, form confirmed root-cause hypothesis, hand off to fix mode with…

borda/ai-rig · plugins/cc_develop/skills/feature/SKILL.md · TDD-first feature development — crystallise API as a demo test, drive implementation to pass it, run quality stack and…

borda/ai-rig · plugins/cc_develop/skills/fix/SKILL.md · Reproduce-first bug resolution — capture bug in failing regression test, apply minimal fix, run quality stack and a…

borda/ai-rig · plugins/cc_develop/skills/plan/SKILL.md · Analysis-only planning — classify and scope a task without writing code; outputs a structured plan to .plans/active/…

borda/ai-rig · plugins/cc_develop/skills/refactor/SKILL.md · Test-first refactoring — audit coverage, add characterization tests, apply changes with safety net, run quality stack…

borda/ai-rig · plugins/cc_develop/skills/review/SKILL.md · Multi-agent code review of local Python files, directories, or the current git diff covering architecture, tests…

borda/ai-rig · plugins/cc_develop/skills/setup/SKILL.md · Post-install setup for the develop plugin. Run once after installing on a new machine, or after a plugin version…

borda/ai-rig · plugins/cc_foundry/skills/audit/SKILL.md · Full-sweep quality audit of .claude/ config — cross-references, permissions, inventory drift, model tiers, docs…

borda/ai-rig · plugins/cc_foundry/skills/brainstorm/SKILL.md · Iterative brainstorming skill for turning fuzzy ideas into approved tree documents. Diverges into branches, deepens and…

borda/ai-rig · plugins/cc_foundry/skills/calibrate/SKILL.md · Calibration testing for agents and skills. Generates synthetic problems with known outcomes (quasi-ground-truth), runs…

borda/ai-rig · plugins/cc_foundry/skills/create/SKILL.md · Interactive outline co-creation for developer advocacy content — collects format, audience profile, story arc…

borda/ai-rig · plugins/cc_foundry/skills/distill/SKILL.md · One-time snapshot extracting patterns from work history and accumulated lessons, distills into concrete improvements —…

borda/ai-rig · plugins/cc_foundry/skills/humanizer/SKILL.md · Strip AI-writing tells from prose destined for humans — docs, PR/commit bodies, reports, release notes, blog posts…

borda/ai-rig · plugins/cc_foundry/skills/investigate/SKILL.md · Systematic diagnosis for unknown failures — local environment, tool setup, CI vs local divergence, hook misbehavior…

borda/ai-rig · plugins/cc_foundry/skills/manage/SKILL.md · Create, update, or delete agents, skills, and rules; update or delete hooks (hook creation not yet implemented — edit…

borda/ai-rig · plugins/cc_foundry/skills/profile/SKILL.md · Session clock-time AND token/cost analyzer. Reads the foundry plugin's timings.jsonl and invocations.jsonl logs…

borda/ai-rig · plugins/cc_foundry/skills/session/SKILL.md · Session state that outlives a context reset — `dump` sweeps the live conversation and writes a compact handover doc…

borda/ai-rig · plugins/cc_foundry/skills/setup/SKILL.md · Post-install setup for foundry plugin. Run once after installing on a new machine, or after a plugin version upgrade to…

borda/ai-rig · plugins/cc_oss/skills/analyse/SKILL.md · Analyze GitHub issues, Pull Requests (PRs), Discussions, and repo vitality for an Open Source Software (OSS) project…

borda/ai-rig · plugins/cc_oss/skills/release/SKILL.md · Prepare release communication and check readiness. Main mode: notes with optional flags --changelog, --summary…

borda/ai-rig · plugins/cc_oss/skills/resolve/SKILL.md · OSS maintainer fast-close workflow for GitHub PRs. Three phases: (1) PR intelligence — reads full thread, linked…

borda/ai-rig · plugins/cc_oss/skills/review/SKILL.md · Multi-agent code review of GitHub Pull Requests (Python source, documentation (Markdown/RST), and CI/CD config PRs)…

borda/ai-rig · plugins/cc_oss/skills/setup/SKILL.md · Post-install setup for the oss plugin. Run once after installing on a new machine, or after a plugin version upgrade…

borda/ai-rig · plugins/cc_research/skills/fortify/SKILL.md · Systematic ablation study runner. After research:run finds improvements, fortify identifies component candidates from…

borda/ai-rig · plugins/cc_research/skills/judge/SKILL.md · Research-supervisor review of program.md — validates experimental methodology (hypothesis clarity, measurement…

borda/ai-rig · plugins/cc_research/skills/kaggle/SKILL.md · Generate a Kaggle competition notebook as a Jupytext `# %%` Python script following the user's established ML research…

borda/ai-rig · plugins/cc_research/skills/plan/SKILL.md · Interactive wizard that scans the codebase, proposes a metric/guard/agent config, and writes a program.md run spec…

borda/ai-rig · plugins/cc_research/skills/retro/SKILL.md · Post-run retrospective: reads .experiments/ JSONL, computes Wilcoxon significance, detects dead iterations, flags…

borda/ai-rig · plugins/cc_research/skills/run/SKILL.md · Sustained metric-improvement loop with atomic commits, auto-rollback, and experiment logging. Iterates with specialist…

borda/ai-rig · plugins/cc_research/skills/setup/SKILL.md · Post-install setup for the research plugin. Run once after installing on a new machine, or after a plugin version…

borda/ai-rig · plugins/cc_research/skills/sweep/SKILL.md · Non-interactive end-to-end pipeline — auto-configure program.md (accept defaults), run judge+refine loop (up to 3…

borda/ai-rig · plugins/cc_research/skills/topic/SKILL.md · Research State of the Art (SOTA) literature for an Artificial Intelligence / Machine Learning (AI/ML) topic, method, or…

borda/ai-rig · plugins/cc_research/skills/verify/SKILL.md · Paper-vs-code consistency audit. After research:scientist implements a method from a paper, verify the implementation…

borda/ai-rig · plugins/codemap-py/claude-skills/debrief-coding/SKILL.md · Read local codemap telemetry logs and produce a diagnostic/usage report. Supports date filtering, session filtering…

borda/ai-rig · plugins/codemap-py/claude-skills/integration/SKILL.md · Adapter over `codemap-py integrate` — audit, plan, source-wire, locally sync, and demonstrate the codemap-py…

borda/ai-rig · plugins/codemap-py/claude-skills/query-code/SKILL.md · Query Codemap's Python structural index for dependencies, callers, paths, symbols, blast radius, test impact, mocks…

borda/ai-rig · plugins/codemap-py/claude-skills/rename-refs/SKILL.md · Atomic rename of Python symbols or modules via the structural index — static callers, import sites, __all__ re-exports…

borda/ai-rig · plugins/codemap-py/claude-skills/scan-codebase/SKILL.md · Scan the Python codebase and build a structural JSON index (import graph + blast-radius metrics). TRIGGER when: user…

borda/ai-rig · plugins/codemap-py/claude-skills/test-impact/SKILL.md · Identify which tests need rerunning after a code change — traces static call graph (function-level) or import graph…

borda/ai-rig · plugins/codemap-py/codex-skills/debrief-coding/SKILL.md · Telemetry report: `$codemap-py:debrief-coding [flags]`; skip integration/index/query.

borda/ai-rig · plugins/codemap-py/codex-skills/integration/SKILL.md · Codemap integration: audit|plan|apply|sync|demo; skip query/index rebuilds.

borda/ai-rig · plugins/codemap-py/codex-skills/query-code/SKILL.md · Query Codemap.

borda/ai-rig · plugins/codemap-py/codex-skills/rename-refs/SKILL.md · `$codemap-py:rename-refs`: rename Python names; skip non-Python/unbuilt/local/grep/split/pkg-dir.

borda/ai-rig · plugins/codemap-py/codex-skills/scan-codebase/SKILL.md · `$codemap-py:scan-codebase [flags]` only: Python index; never auto-invoke; skip query/integration.

borda/ai-rig · plugins/codemap-py/codex-skills/test-impact/SKILL.md · `$codemap-py:test-impact qname [--no-mocks]`: affected tests; skip caller/dependency query/exec.

borda/ai-rig · plugins/codex-rig/assets/AGENTS.md

borda/ai-rig · plugins/codex-rig/skills/agent-shims/SKILL.md · Safely manage Codex Rig role-agent shims: doctor, status, or remove; install only reports its platform block. One…

borda/ai-rig · plugins/codex-rig/skills/assess/SKILL.md · Analyze issue/PR/problem before implementation; produce source-backed findings and measurable gates.

borda/ai-rig · plugins/codex-rig/skills/audit/SKILL.md · Audit Codex configuration, workflow contracts and prompt efficiency; optionally discover overlapping instruction intent…

borda/ai-rig · plugins/codex-rig/skills/calibrate/SKILL.md · Calibrate skills/role cards for leaks/gaps with recall, precision, and confidence-accuracy checks.

borda/ai-rig · plugins/codex-rig/skills/challenge-resolve/SKILL.md · Independently review and fix a bounded task through convergence rounds, with evidence-backed closure and explicit…

borda/ai-rig · plugins/codex-rig/skills/code-remediate/SKILL.md · Collect and resolve selected findings in one pass, then verify; bare PR targets use online items, while PR +review…

borda/ai-rig · plugins/codex-rig/skills/code-review/SKILL.md · Review local diffs and PRs with specialists and JSON artifacts, or screen an open PR at an evidence gate and advise…

borda/ai-rig · plugins/codex-rig/skills/implement/SKILL.md · Implement changes with a linear plan-build-verify workflow and measurable quality gates.

borda/ai-rig · plugins/codex-rig/skills/investigate/SKILL.md · Investigate code debugging and root-cause narrowing; use measurable gates before fixes.

borda/ai-rig · plugins/codex-rig/skills/kaggle/SKILL.md · Build/extend grounded Kaggle Jupytext notebooks for training, EDA, inference, or resume workflows, grounding schema and…

borda/ai-rig · plugins/codex-rig/skills/manage/SKILL.md · Manage Codex agents, skills, or config entries: create, update, or remove with guardrails.

borda/ai-rig · plugins/codex-rig/skills/optimize/SKILL.md · Optimize a measurable metric with bounded iterations, resumable numeric campaigns, isolated ablations, and descriptive…

borda/ai-rig · plugins/codex-rig/skills/profile/SKILL.md · Explain native Codex session and agent token usage, inclusive tool time, and optional supplied-rate cost estimates from…

borda/ai-rig · plugins/codex-rig/skills/release/SKILL.md · Draft release notes, changelogs, contributor credits, migration guides, and summaries from traced unreleased changes…

borda/ai-rig · plugins/codex-rig/skills/research/SKILL.md · Research docs, papers, or state of the art; provide source-backed recommendations and caveats.

borda/ai-rig · plugins/codex-rig/skills/sync/SKILL.md · Dry-run active plugin cache drift; refresh/reinstall only with approval; keep shims separate.

borda/ai-rig · plugins/opencode-rig/src/resources/skills/rig-challenge/SKILL.md · Run a bounded adversarial convergence loop with independent challengers and a strict-decrease stop rule.

borda/ai-rig · plugins/opencode-rig/src/resources/skills/rig-distill/SKILL.md · Mine recorded runs for recurring failure patterns and propose durable assets with counted evidence.

borda/ai-rig · plugins/opencode-rig/src/resources/skills/rig-doctor/SKILL.md · Check opencode-rig install health and report exact remediation steps.

borda/ai-rig · plugins/opencode-rig/src/resources/skills/rig-implement/SKILL.md · Execute a frozen plan or bounded change, run configured gates, and produce an evidence-backed commit handoff.

borda/ai-rig · plugins/opencode-rig/src/resources/skills/rig-investigate/SKILL.md · Reproduce a failure and narrow it to an evidence-backed root cause before fixing.

borda/ai-rig · plugins/opencode-rig/src/resources/skills/rig-optimize/SKILL.md · Improve a measured performance metric in guarded rounds, keeping only changes that beat the baseline noise and pass…

borda/ai-rig · plugins/opencode-rig/src/resources/skills/rig-plan/SKILL.md · Produce a frozen implementation plan with owned paths, configured gates, risks, and acceptance criteria.

borda/ai-rig · plugins/opencode-rig/src/resources/skills/rig-release/SKILL.md · Assess release readiness with a version baseline from HEAD, full gates, packaged file verification, and read-only…

borda/ai-rig · plugins/opencode-rig/src/resources/skills/rig-remediate/SKILL.md · Verify and resolve review findings, account for every finding in a terminal bucket, and prove closure.

borda/ai-rig · plugins/opencode-rig/src/resources/skills/rig-research/SKILL.md · Build a source-backed research brief with labeled claims, contradictions, and explicit limits.

borda/ai-rig · plugins/opencode-rig/src/resources/skills/rig-review/SKILL.md · Review the current diff, a commit, or a path with independent read-only reviewers and a validated findings artifact.