corpus-guardian
Manage, verify, and synchronize the four frozen synthetic evaluation corpora (RCA, Requirements, TestGen, Answer Quality).
Skill by ianshank
Chalk Labs
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Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
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About
Reviews
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Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
- Runs as
- Python package
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/corpus-guardian
What's inside
- Skill name
corpus-guardian- Description
- Manage, verify, and synchronize the four frozen synthetic evaluation corpora (RCA, Requirements, TestGen, Answer Quality). Use whenever verifying corpus freshness, regenerating frozen synthetic fixtures, or asserting negative control invariants.
- License
- Apache-2.0
- Instructions
- 33 lines in SKILL.md · view on GitHub
Before installing
- Ships executable scripts
Agent Skills spec issues
- files: referenced but missing: scripts/gen_rca_corpus.py, scripts/gen_requirements_corpus.py, scripts/gen_testgen_corpus.py, scripts/gen_answer_quality_corpus.py
Files (3)
- SKILL.md
- evals.json · evals/
- corpus_guard.py · scripts/
SKILL.md (first lines)
# Corpus Guardian — Synthetic Evaluation Corpora Management Unified management and invariant enforcement for the four frozen synthetic evaluation corpora: 1. **RCA Corpus** (`corpora/rca/v1/` via `scripts/gen_rca_corpus.py`) 2. **Requirements Corpus** (`corpora/requirements/v1/` via `scripts/gen_requirements_corpus.py`) 3. **TestGen Corpus** (`corpora/testgen/v1/` via `scripts/gen_testgen_corpus.py`) 4. **Answer Quality Corpus** (`corpora/answer_quality/v1/` via `scripts/gen_answer_quality_corpus.py`) ## Invariants - **Negative Control Carve-Out**: Every synthetic corpus must contain intentional negative control items with expected failure verdicts. - **Deterministic Generation**: Generators must produce byte-identical output across repeated runs on all platforms (CRLF/LF normalized). - **Frozen Baseline**: Corpora are never hand-edited. Any changes must occur in generator libraries (`scripts/_*_corpus_lib.py`). ## Usage ### Verify Freshness Across All Corpora ```bash python skills/corpus-guardian/scripts/corpus_guard.py --check ``` ### Regenerate All Synthetic Corpora ```bash python skills/corpus-guardian/scripts/corpus_guard.py --generate ``` ## Definition of Done - All 4 corpora pass `--check` verification without diff or drift. - All generators run idempotently with zero unintended git status mutations. - Fast tier and Tier A mechanical verification pass.
From ianshank/Agents, Apache-2.0.
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Signals
- Stars
- 1
- Forks
- 0
- Open issues
- 113
- Last commit (this folder)
- Sep 16, 2026 (1 month ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- Apache-2.0
- Repository
- github.com/ianshank/Agents
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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- 0.552score
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Benchmark and A/B-test multiple LLMs or systems-under-test on one evaluation dataset.
SkillBFreshness: B★ 1Claude Code +9 - 0.552score
hierarchical-recursive-brainstorm
ianshank
Decomposes a topic into a controlled hierarchy, recursively expands leaves, prunes the bottom quartile, and synthesizes upward into a self-explanatory…
SkillBFreshness: B★ 1Claude Code +9 - 0.552score
eval-corpus-forge
ianshank
Build, validate, and package reusable evaluation datasets for agent and LLM systems from prompts, traces, tool-call logs, metadata, and expected outcomes.
SkillBFreshness: B★ 1Claude Code +9 - 0.552score
dataset-lint
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Validate an existing evaluation dataset (JSONL/JSON/CSV) for structural correctness, duplicate IDs, missing required fields, and encoding issues — without…
SkillBFreshness: B★ 1Claude Code +9 - 0.552score
architecture-drift-guard
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Detect and block architecture drift in CI by comparing a codebase's actual Python import graph against a declared C4 component model.
SkillBFreshness: B★ 1Claude Code +9 - 0.552score
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Reviews a shipped OpenSpec change's implementation against its own proposal/design/tasks/spec, producing a dated, two-pass openspec/changes/<id>/review.md…
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corpus-guardian skill. Agent Mart. https://agentmart.dev/skills/ianshank-corpus-guardian (last updated 2026-10-24)