Content Freshness Signals
thedaviddias/Front-End-Checklist
Audits article pages for freshness signals, covering the Last-Modified header, Article JSON-LD dateModified and a visible last-updated date, and fixes mismatches.
Freshly judge exact subject content against bead or caller acceptance, optionally persist verdict.v2 for a declared consumer, and stop.
$ npx skills add boshu2/agentops --skill validate -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install boshu2/agentops validate --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/boshu2/agentops.git skills-src && mkdir -p .claude/skills && cp -r skills-src/packs/agentops-executor/agents/validator/skills/validate .claude/skills/validate && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "validate" agent skill from https://github.com/boshu2/agentops/tree/main/packs/agentops-executor/agents/validator/skills/validate into .claude/skills/validate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "validate", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/boshu2/agentops/tree/main/packs/agentops-executor/agents/validator/skills/validateType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add boshu2/agentops --skill validate -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install boshu2/agentops validate --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/boshu2/agentops.git skills-src && mkdir -p .agents/skills && cp -r skills-src/packs/agentops-executor/agents/validator/skills/validate .agents/skills/validate && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "validate" agent skill from https://github.com/boshu2/agentops/tree/main/packs/agentops-executor/agents/validator/skills/validate into .agents/skills/validate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "validate", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add boshu2/agentops --skill validate -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install boshu2/agentops validate --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/boshu2/agentops.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/packs/agentops-executor/agents/validator/skills/validate .cursor/skills/validate && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "validate" agent skill from https://github.com/boshu2/agentops/tree/main/packs/agentops-executor/agents/validator/skills/validate into .cursor/skills/validate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "validate", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/boshu2/agentops.git --path packs/agentops-executor/agents/validator/skills/validate--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add boshu2/agentops --skill validate -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install boshu2/agentops validate --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/boshu2/agentops.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/packs/agentops-executor/agents/validator/skills/validate .gemini/skills/validate && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "validate" agent skill from https://github.com/boshu2/agentops/tree/main/packs/agentops-executor/agents/validator/skills/validate into .gemini/skills/validate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "validate", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install boshu2/agentops validateInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add boshu2/agentops --skill validate -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/boshu2/agentops.git skills-src && mkdir -p .github/skills && cp -r skills-src/packs/agentops-executor/agents/validator/skills/validate .github/skills/validate && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "validate" agent skill from https://github.com/boshu2/agentops/tree/main/packs/agentops-executor/agents/validator/skills/validate into .github/skills/validate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "validate", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add boshu2/agentops --skill validate -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install boshu2/agentops validate --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/boshu2/agentops.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/packs/agentops-executor/agents/validator/skills/validate .opencode/skills/validate && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "validate" agent skill from https://github.com/boshu2/agentops/tree/main/packs/agentops-executor/agents/validator/skills/validate into .opencode/skills/validate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "validate", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
validateFreshly judge exact subject content against bead or caller acceptance, optionally persist verdict.v2 for a declared consumer, and stop.
Validate is an agent skill from boshu2/agentops. Freshly judge exact subject content against bead or caller acceptance, optionally persist verdict.v2 for a declared consumer, and stop. Triggers: "validate", "independently validate", "vibe".
Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including scripts and reference files (for example `scripts/check_contract_corpus.py`, `scripts/test_validate.py` and `scripts/validate.py`).
The repository describes itself as: DevOps discipline for AI coding agents: shape the work, track it as a graph, and get each change judged by a context that didn't write it. The licence is Apache-2.0.
7 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 3bdbfed. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Ships 4 files in scripts/ (Python and Shell), which the agent can run.
Shell commands in SKILL.md call:
python3From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Validate loads about 1.8k tokens when it runs, and up to ~2.3k if it reads all its reference files. Until then it costs about 50 tokens; SKILL.md has 750 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
The full file from boshu2/agentops at commit 3bdbfed, republished under its Apache-2.0 licence (© boshu2). 750 words, ~1,754 tokens.
.claude/skills/validate/SKILL.md (or your agent's skills folder). This skill also uses 5 other files; get the full folder from GitHub.Independently judge one exact subject against the acceptance in its existing
bead or caller source, return one semantic result, and stop. Validate is the
sole verdict.v2 writer when persistence is requested. It never asks the model
to reconstruct Plan or Candidate packets.
store-verdict refuses an empty one. Plans, audits,
reviews, and other control artifacts are not completion subjects unless the
caller explicitly requested document review.source: runtime | caller and an
attester identity.Missing, colliding, or unattested identities produce NOT_PROVEN. This is a
declared trust fact, not cryptographic proof that contexts were isolated.
A caller may request that the fresh validator run on a different model than
the author. Dispatch via the controller-session recipe in
the agent-native model-dispatch recipe (codex-exec and/or NTM panes,
probed at runtime). Record author and validator model_identity in evidence
refs and freshness attestation notes — do not change verdict.v2 schema. If
the requested validator model has no live adapter, disclose the unsatisfied
diversity request and proceed same-model. Single fresh validator remains the
default shape.
Before running any acceptance-listed command, classify it as read-only or
subject-mutating. Regen scripts, sync scripts, formatters, and anything with
--force are subject-mutating until proven otherwise. Never run a
subject-mutating check against an uncommitted subject: on 2026-07-15,
scripts/test-ci-deterministic-gates.sh regenerated skills-codex/ from HEAD
mid-validation and destroyed the uncommitted subject, forcing NOT_PROVEN
(verdict b6e759dd...cb6a); only restoring the subject and revalidating in a
fresh context produced the PASS (e9b6cdb8...37b9). If a mutating check is
genuinely required by acceptance, run it against a disposable copy or a
committed subject, never the judged working tree.
subject-manifest.v1 using
python3 skills/validate/scripts/validate.py manifest. The helper uses only
filesystem content; Git commit/tree IDs are optional metadata. Derive the
manifest at the start of validation and re-derive it at the end; any
mismatch between the two is subject mutation and returns NOT_PROVEN.NOT_PROVEN.FAIL; incomplete scope evidence returns
NOT_PROVEN.checked, and not_checked.PASS, FAIL, or NOT_PROVEN. Return
it with criterion results, findings, evidence references, checked,
not_checked, the acceptance and subject identities, distinct author and
validator context IDs, and the freshness attestation. PASS requires distinct
identities, explicit freshness, nonempty checked scope, top-level evidence,
and evidence for every criterion.verdict.v2 with
store-verdict --draft <draft.json> --intent-source <resolved-intent> --subject-manifest <manifest.json> --author-context-id <id> --validator-context-id <id> --freshness-source <runtime|caller> --freshness-attester-id <id> --scope-result <PASS|FAIL|NOT_PROVEN>. The
helper snapshots the exact resolved intent under
<workspace>/.agents/ao/intents/sha256/<digest>.intent, then computes and
injects intent and subject digests plus author, validator, and freshness
facts. Identity and changed-path facts come from runtime-derived inputs and
receipts, not model transcription. Storage defaults to
<workspace>/.agents/ao/verdicts/sha256/<digest>.json; callers may provide
verdict_dir.The digest is SHA-256 over canonical JSON with artifact_digest omitted. Writes
use a same-directory temporary file, flush, fsync, and atomic rename. Identical
existing content is idempotent success; conflicting content is an integrity
failure represented by NOT_PROVEN.
Fresh validation means independent judgment over the exact subject. It does not require mechanically replaying every author command. Verify intent identity, scope, evidence digests, and every acceptance criterion; independently rerun the risk-critical, uncertain, or insufficiently evidenced checks. A digest-bound deterministic receipt may prove routine facts. Replay an expensive full suite only when acceptance requires that result or the supplied receipt cannot establish it.
Validate emits no WARN, confidence, disposition, briefing learning, owner, next action, repair, retry, replan, helper, escalation, tracker, Git, release, closure, or delivery state. Generic provenance may record a verdict later, but ledger availability cannot change its validity.
© boshu2, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 5 other files (scripts, references) in packs/agentops-executor/agents/validator/skills/validate of boshu2/agentops.
Open the folder on GitHubat commit 3bdbfed
Validate next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Validate this skillboshu2/agentops | 447 | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | |
| Content Freshness Signalsthedaviddias/Front-End-Checklist | 74k | — | ~741 | Automated safety check: Pass | MIT | |
| JudgeNeoLabHQ/context-engineering-kit | 1.7k | — | ~2k | Automated safety check: Pass | GPL-3.0 | |
| Beads Task Memorygastownhall/beads | 28k | — | ~1.2k | Automated safety check: Pass | MIT | |
| Beads Documentation Style Guidegastownhall/beads | 28k | — | ~3.2k | Automated safety check: Pass | MIT | |
| Do And JudgeNeoLabHQ/context-engineering-kit | 1.7k | — | ~14k | Automated safety check: Pass | GPL-3.0 |
thedaviddias/Front-End-Checklist
Audits article pages for freshness signals, covering the Last-Modified header, Article JSON-LD dateModified and a visible last-updated date, and fixes mismatches.
NeoLabHQ/context-engineering-kit
Launch a meta-judge then a judge sub-agent to evaluate results produced in the current conversation
gastownhall/beads
Tracks multi-session work with dependencies in the bd issue tracker so the agent can find ready tasks and recover its context after conversation compaction.
gastownhall/beads
Sets the house style for the beads user docs: the canonical concept model, required terminology, prose and diagram conventions, and checks before docs work is done.
NeoLabHQ/context-engineering-kit
Execute a task with sub-agent implementation and LLM-as-a-judge verification with automatic retry loop
mukul975/Anthropic-Cybersecurity-Skills
Automates GDPR Data Subject Access Request (DSAR) workflows including identity verification, PII discovery across databases and files using regex and NER, data mapping, response templating per…
boshu2/agentops
Dispatch independent tasks to parallel workers or subagents without write collisions.
boshu2/agentops
Compare independent opinions from several models or contexts without inflating agreement.
boshu2/agentops
Draft or lint a bounded long-running goal prompt with a finish line and hard limits.
boshu2/agentops
Write or update READMEs, docs, repo instructions and handoff notes, checked against source.
boshu2/agentops
Brainstorm evidence-backed options for what to build, or stress-test an idea.
boshu2/agentops
Change or repair code, config or services without weakening tests; report what ran and what did not.
Freshly judge exact subject content against bead or caller acceptance, optionally persist verdict.v2 for a declared consumer, and stop. Validate is an agent skill from boshu2/agentops.v2 for a declared consumer, and stop.
Run `npx skills add boshu2/agentops --skill validate -a claude-code`. Or copy the skill folder (packs/agentops-executor/agents/validator/skills/validate in boshu2/agentops) into .claude/skills/validate in your project. Claude Code loads it when a task matches its description.
Run `npx skills add boshu2/agentops --skill validate -a codex`. Or copy the skill folder (packs/agentops-executor/agents/validator/skills/validate in boshu2/agentops) into .agents/skills/validate in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add boshu2/agentops --skill validate -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/validate, .gemini/skills/validate, .github/skills/validate and .opencode/skills/validate in your project.
Going by SKILL.md and its folder, Validate needs Python and a shell for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3; A Bash shell.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
Validate is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.8k tokens (SKILL.md is roughly 7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 499 tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Validate: Content Freshness Signals (thedaviddias/Front-End-Checklist, 74k stars), Judge (NeoLabHQ/context-engineering-kit, 1.7k stars), Beads Task Memory (gastownhall/beads, 28k stars) and Beads Documentation Style Guide (gastownhall/beads, 28k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
boshu2 (a GitHub user) maintains it in boshu2/agentops, which has 447 GitHub stars. The repository holds 31 skills in this directory. The repository was last updated on October 7, 2026.
Source: boshu2/agentops on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.