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Claude Skills by Borda
github.com/Borda96 skills0 installs140 views
- AnalyseAnalyze GitHub issues, Pull Requests (PRs), Discussions, and repo vitality for an Open Source Software (OSS) project. For any specific item, casts a wide net — finds and lists all related open and closed issues/PRs/discussions, explicitly flags duplicates. Summarizes long threads, extracts reproduction steps, and generates repo vitality stats. Uses gh Command Line Interface (CLI) for GitHub Application Programming Interface (API) access. Complements oss:shepherd (requires `oss` plugin). NOT f...Votes: 0GitHub stars: 28
- AuditFull-sweep quality audit of .claude/ config — cross-references, permissions, inventory drift, model tiers, docs freshness. Scope tokens select what to audit; --upgrade applies docs-sourced improvements; --adversarial runs foundry:challenger + Codex adversarial review; --efficiency sweeps model tiers, token bloat, spawn patterns, boilerplate duplication, and bin/ extraction candidates (extraction performed separately via /distill executables). Fix level chosen via always-fire follow-up gate af...Votes: 0GitHub stars: 28
- CalibrateCalibration testing for agents and skills. Generates synthetic problems with known outcomes (quasi-ground-truth), runs targets against them, measures recall, precision, confidence calibration — reveals whether self-reported confidence scores track actual quality.Votes: 0GitHub stars: 28
- InvestigateSystematic diagnosis for unknown failures — local environment, tool setup, CI vs local divergence, hook misbehavior, and runtime anomalies. Gathers signals broadly, ranks hypotheses, uses adversarial review (Codex or foundry:challenger) for ambiguous cases, probes each, and reports root cause with a recommended next action. NOT for known code bugs (/develop:debug (requires `develop` plugin)) or config quality (/foundry:audit). TRIGGER when: unknown failure with no Python traceback — hook not ...Votes: 0GitHub stars: 28
- ManageCreate, update, or delete agents, skills, and rules; update or delete hooks (hook creation not yet implemented — edit `hooks/<name>.js` directly). Full cross-reference propagation. Trivial edits (typos, small fixes ≤10 words) applied inline without agent; `.md` content-edits delegated to foundry:curator; code file edits (`.js`, `.py`, `.ts`) delegated to foundry:sw-engineer; large cross-ref fan-outs (> 3 files) also delegate. The parent orchestrates MEMORY.md, README, audit, calibration, and ...Votes: 0GitHub stars: 28
- OptimizeOptimize a measurable metric with bounded iterations, guardrails, and regression gates.Votes: 0GitHub stars: 28
- ReleasePrepare release communication and check readiness. Main mode: notes with optional flags --changelog, --summary, --migration, --append (incremental: reruns the full pipeline scoped to newly-landed commits, integrating results into existing DRAFT.md/CHANGELOG.md/SUMMARY.md/MIGRATION.md instead of full regenerate — non-destructive except revert/pivot and the re-folded DRAFT.md Summary); range as v1->v2. Other modes: prepare (full pipeline: audit → all artifacts), audit (pre-release readiness: bl...Votes: 0GitHub stars: 28
- ResearchResearch docs, papers, or state of the art; provide source-backed recommendations and caveats.Votes: 0GitHub stars: 28
- ResolveOSS maintainer fast-close workflow for GitHub PRs. Three phases: (1) PR intelligence — reads full thread, linked issues, PR body to synthesize contribution motivation and classify every comment into action items; (2) conflict resolution — checks out PR branch (fork-aware via gh pr checkout), merges BASE into it, resolves conflicts semantically using contributor's intent as priority lens; (3) implements each action item as separate attributed commit via Codex, pushes back to contributor's fork...Votes: 0GitHub stars: 28
- ReviewRequest a read-only adversarial Codex review with explicit model, effort, budget, and compact findings.Votes: 0GitHub stars: 28
- SyncDry-run active plugin cache drift; refresh/reinstall only with approval; keep shims separate.Votes: 0GitHub stars: 28
- IntegrationAdapter over `codemap-py integrate` — audit, plan, source-wire, locally sync, and demonstrate the codemap-py integration with its supported consumers. Trigger with `/codemap-py:integration audit|plan|apply|sync|demo [--runtime {claude,codex,both}] ...`. Default (no args) is `audit`. Skip for: running a structural query (use `/codemap-py:query-code`); explicit standalone index rebuild (use `/codemap-py:scan-codebase`).Votes: 0GitHub stars: 28
- DebugInvestigation-first debugging — gather evidence, form confirmed root-cause hypothesis, hand off to fix mode with diagnosis file. TRIGGER when: user reports a symptom or failing test with Python traceback, or asks to investigate a runtime/CI failure with reproducible evidence; phrases: "debug this failure", "why is X broken", "find the root cause of <error>", "investigate this CI failure". SKIP when: pure config quality issues (use `/foundry:audit`); broad system-wide diagnosis without traceba...Votes: 0GitHub stars: 28
- FeatureTDD-first feature development — crystallise API as a demo test, drive implementation to pass it, run quality stack and progressive review loop. TRIGGER when: user asks to build new functionality, add a capability, or implement a feature in a Python project; phrases: "add X", "implement Y", "build Z feature", "create a new module for". SKIP when: bug fixes (use `/develop:fix`); refactoring without new behaviour (use `/develop:refactor`); non-Python projects; `.claude/` config changes (use `/fo...Votes: 0GitHub stars: 28
- FixReproduce-first bug resolution — capture bug in failing regression test, apply minimal fix, run quality stack and review loop. TRIGGER when: user reports a bug, regression, or unexpected behaviour in Python code with a traceback, failing test, or issue number; phrases: "fix this bug", "repair X", "broken since Y", "test failing". SKIP when: CI-only failures without local traceback (use `/develop:debug` first); new features (use `/develop:feature`); `.claude/` config issues (use `/foundry:audi...Votes: 0GitHub stars: 28
- PlanAnalysis-only planning — classify and scope a task without writing code; outputs a structured plan to .plans/active/. TRIGGER when: user wants to understand scope and risks before implementation; phrases: "plan this", "scope out X", "what would it take to Y", "analyse before we start". SKIP when: user already knows what to build and wants code immediately (use `/develop:feature` or `/develop:fix` directly); `.claude/` config planning (use `/foundry:manage`).Votes: 0GitHub stars: 28
- RefactorTest-first refactoring — audit coverage, add characterization tests, apply changes with safety net, run quality stack and review loop. TRIGGER when: user wants to restructure existing Python code without changing behaviour; phrases: "refactor X", "clean up Y", "extract Z", "restructure this module", "improve code quality". SKIP when: bug fixes (use `/develop:fix`); new features (use `/develop:feature`); mixed refactor+feature — run `/develop:refactor` first, then `/develop:feature`; non-Pytho...Votes: 0GitHub stars: 28
- BrainstormIterative brainstorming skill for turning fuzzy ideas into approved tree documents. Diverges into branches, deepens and prunes them over many rounds, saves a tree doc. Run breakdown on the tree to distill it into a spec via guided questions. SKIP: an outline already approved and awaiting finished content (use foundry:create — create turns an approved outline into the finished artifact; brainstorm is for idea generation before an outline exists); a code-level implementation plan derived from a...Votes: 0GitHub stars: 28
- CreateInteractive outline co-creation for developer advocacy content — collects format, audience profile, story arc (Problem→Journey→Insight→Action), and voice/tone; detects out-of-scope requests (FAQs, comparison tables); surfaces conflicts between user brief and audience needs. Writes approved outline to .plans/content/<slug>-outline.md for foundry:creator to execute. Use when starting a blog post, Marp slide deck, social thread, talk abstract, or lightning talk. SKIP: idea generation before an o...Votes: 0GitHub stars: 28
- DistillOne-time snapshot extracting patterns from work history and accumulated lessons, distills into concrete improvements — new agent/skill suggestions, memory pruning, consolidating lessons into rules/agent updates, or performing bin/ extraction from /audit --efficiency candidates. Roster boundary analysis → /foundry:audit agents (Check 46).Votes: 0GitHub stars: 28
- SessionSession state that outlives a context reset — `dump` sweeps the live conversation and writes a compact handover doc (goal, decisions + why, lessons, standing instructions, files-touched table, outstanding items, next step), then prints `/clear`; the `session-restore.js` SessionStart hook re-injects it automatically. `park` stashes a diverging idea mid-session without derailing; `sweep` audits the conversation for unlanded work. TRIGGER when: user says "dump the session", "handover before clea...Votes: 0GitHub stars: 28
- FortifySystematic ablation study runner. After research:run finds improvements, fortify identifies component candidates from git diff + diary, creates isolated git worktrees per ablation (main repo never modified), runs metric+guard in each worktree, ranks component importance, and optionally generates reviewer Q&A calibrated to a target venue.Votes: 0GitHub stars: 28
- JudgeResearch-supervisor review of program.md — validates experimental methodology (hypothesis clarity, measurement validity, control adequacy, scope, strategy fit), emits APPROVED / NEEDS-REVISION / BLOCKED verdict before expensive run loop.Votes: 0GitHub stars: 28
- RetroPost-run retrospective: reads .experiments/ JSONL, computes Wilcoxon significance, detects dead iterations, flags suspicious jumps, generates next-hypothesis queue for --hypothesis flag.Votes: 0GitHub stars: 28
- RunSustained metric-improvement loop with atomic commits, auto-rollback, and experiment logging. Iterates with specialist agents, commits atomically, auto-rolls back on regression. Accepts a program.md file path. Supports --resume, --team, --colab, --codex, --researcher, --architect, --journal, --hypothesis.Votes: 0GitHub stars: 28
- SweepNon-interactive end-to-end pipeline — auto-configure program.md (accept defaults), run judge+refine loop (up to 3 iterations), then run the campaign. Single command from goal to result.Votes: 0GitHub stars: 28
- TopicResearch State of the Art (SOTA) literature for an Artificial Intelligence / Machine Learning (AI/ML) topic, method, or architecture. Finds relevant papers, builds a comparison table, recommends the best implementation strategy for the current codebase, and optionally produces a phased implementation plan mapped to the codebase. Owns broad SOTA search end-to-end via foundry:web-explorer; delegates codebase mapping to foundry:solution-architect.Votes: 0GitHub stars: 28
- VerifyPaper-vs-code consistency audit. After research:scientist implements a method from a paper, verify the implementation matches paper claims across five dimensions — formula matching [F], hyperparameter parity [H], eval protocol [E], notation consistency [N], and citation chain [C]. Reads paper (PDF path / arXiv URL / pasted text), maps claims to codebase, emits verification table with match status and severity.Votes: 0GitHub stars: 28
- Query CodeQuery Codemap's Python structural index for dependencies, callers, paths, symbols, blast radius, test impact, mocks, fixtures, subprocesses, and static gaps. Trigger for "what depends on", "who calls", "imports of", "dependency graph", or "blast radius". Skip for renames, text search, non-Python repositories, or index rebuilds.Votes: 0GitHub stars: 28
- Scan CodebaseScan the Python codebase and build a structural JSON index (import graph + blast-radius metrics). TRIGGER when: user asks to build, refresh, or rebuild the codemap index; user mentions stale index, missing symbols, or re-indexing after significant project changes; phrases: "build codemap", "scan codebase", "refresh structural index", "rebuild import graph".Votes: 0GitHub stars: 28
- SetupConfigure, authenticate, repair, and verify the Claude Code to Codex Bridge; safe stages run by default and sensitive stages require separate approval.Votes: 0GitHub stars: 28
- AdviseAsk Codex a read-only question with explicit model, effort, budget, and compact results.Votes: 0GitHub stars: 28
- CancelRequest cancellation of a running detached Codex bridge job.Votes: 0GitHub stars: 28
- ImplementAsk Codex for one bounded write-capable change with compact results.Votes: 0GitHub stars: 28
- ResultRead a completed detached Codex bridge job's compact result.Votes: 0GitHub stars: 28
- StatusRead a detached Codex bridge job's current state.Votes: 0GitHub stars: 28
- AdviseAsk Claude Code a read-only question from Codex through the sandbox-external bridge.Votes: 0GitHub stars: 28
- ImplementAsk Claude Code to implement one bounded write-capable change through the sandbox-external bridge.Votes: 0GitHub stars: 28
- ReviewRequest a read-only adversarial review from Claude Code through the sandbox-external bridge.Votes: 0GitHub stars: 28
- SetupConfigure, authenticate, repair, and verify the Codex to Claude Code Bridge; safe stages run by default and sensitive stages require separate approval.Votes: 0GitHub stars: 28
- ReviewMulti-agent code review of local Python files, directories, or the current git diff covering architecture, tests, performance, docs, lint, security, and API design. Scope: Python source files in local working tree. Python-file-free targets (pure JS/TS/Go/Rust projects) are out of scope. TRIGGER when: user asks to review local Python files, a directory, or the current git diff/working-tree changes, with no GitHub PR number involved; phrases: "review this", "review my changes", "code review thi...Votes: 0GitHub stars: 28
- SetupPost-install setup for the develop plugin. Run once after installing on a new machine, or after a plugin version upgrade, to deliver this plugin's rules/*.md into ~/.claude/rules/ as namespaced symlinks and merge its own permissions.allow and permissions.deny entries into ~/.claude/settings.json. TRIGGER when: user installed or upgraded the develop plugin and its rules are not loading, or its deny rules are not blocking; phrases: 'set up develop', 'develop rules not loading', 'merge develop p...Votes: 0GitHub stars: 28
- HumanizerStrip AI-writing tells from prose destined for humans — docs, PR/commit bodies, reports, release notes, blog posts, Slack/email drafts. Removes LLM-vocabulary clichés (delve, boasts, testament, underscore, robust, tapestry...), banned constructions (not just X but Y, rule-of-three triads, "-ing" superficial-analysis clauses, vague-attribution weasel words), and formatting tells (title-case headings, mechanical bolding, em-dash overuse, curly quotes, bare-bullet inline-header lists). TRIGGER w...Votes: 0GitHub stars: 28
- ProfileSession clock-time AND token/cost analyzer. Reads the foundry plugin's timings.jsonl and invocations.jsonl logs (written by task-log.js) for wall-time, plus Claude Code transcripts (~/.claude/projects/**, main-loop + subagent files) for token usage and USD cost, and merges both into one per-session and per-skill report — local-tool vs subagent-spawn vs Skill vs AskUserQuestion idle vs main-loop reasoning residual time, and main-loop vs subagent spend by model tier. Useful for answering \"why ...Votes: 0GitHub stars: 28
- SetupPost-install setup for foundry plugin. Run once after installing on a new machine, or after a plugin version upgrade to sync settings and symlinks. Merges statusLine, permissions.allow, enabledPlugins, advisorModel, and env defaults (CLAUDE_CODE_ENABLE_TODO_TOOLS) into ~/.claude/settings.json; symlinks rules and TEAM_PROTOCOL.md into ~/.claude/; purges orphaned plugin cache versions.Votes: 0GitHub stars: 28
- ReviewMulti-agent code review of GitHub Pull Requests (Python source, documentation (Markdown/RST), and CI/CD config PRs) covering architecture, tests, performance, docs, lint, security, and API design. TRIGGER when: user provides a GitHub PR number (e.g. 42, #42) and asks to review/audit/check it, or provides a saved review-report path with --reply to draft a contributor-facing comment; phrases: 'review PR 123', 'audit this pull request', 'look at PR #42', 'draft a reply for this review report'. S...Votes: 0GitHub stars: 28
- SetupPost-install setup for the oss plugin. Run once after installing on a new machine, or after a plugin version upgrade, to deliver this plugin's rules/*.md into ~/.claude/rules/ as namespaced symlinks and merge its own permissions.allow and permissions.deny entries into ~/.claude/settings.json. TRIGGER when: user installed or upgraded the oss plugin and its rules are not loading, or its deny rules are not blocking; phrases: 'set up oss', 'oss rules not loading', 'merge oss permissions', 'after ...Votes: 0GitHub stars: 28
- KaggleGenerate a Kaggle competition notebook as a Jupytext `# %%` Python script following the user's established ML research style: PTL for DNN training, best-fit tool selection, EDA→Baseline→Train→Inference pipeline with per-stage lens cells, small single-purpose cells each carrying a why. Grounds data schema and submission format through the authenticated `kaggle` CLI (file listing, sample submission, leaderboard) rather than the login-walled competition page. Tuned to win (leakage-safe CV, metri...Votes: 0GitHub stars: 28
- PlanInteractive wizard that scans the codebase, proposes a metric/guard/agent config, and writes a program.md run spec. Also runs cProfile on a file path to surface bottlenecks before prompting for optimization goal. Distinct from `/research:topic plan`, which turns prior SOTA research into an implementation roadmap, not a program.md.Votes: 0GitHub stars: 28
- SetupPost-install setup for the research plugin. Run once after installing on a new machine, or after a plugin version upgrade, to deliver this plugin's rules/*.md into ~/.claude/rules/ as namespaced symlinks and merge its own permissions.allow and permissions.deny entries into ~/.claude/settings.json. TRIGGER when: user installed or upgraded the research plugin and its rules are not loading, or its deny rules are not blocking; phrases: 'set up research', 'research rules not loading', 'merge resea...Votes: 0GitHub stars: 28