Perplexity Web Search
davila7/claude-code-templates
Runs web-grounded searches through Perplexity's Sonar models over OpenRouter for current events, recent literature and cited facts beyond the model's training cutoff.
Assess and repair a project's Spectre knowledge, work history, tags, and retrieval quality through primary-led decisions, parallel evidence review, and delegated repairs.
$ npx skills add joenandez/spectre --skill spectre-doctor -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install joenandez/spectre spectre-doctor --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/joenandez/spectre.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/spectre/skills/spectre-doctor .claude/skills/spectre-doctor && 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 "spectre-doctor" agent skill from https://github.com/joenandez/spectre/tree/main/plugins/spectre/skills/spectre-doctor into .claude/skills/spectre-doctor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "spectre-doctor", 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/joenandez/spectre/tree/main/plugins/spectre/skills/spectre-doctorType 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 joenandez/spectre --skill spectre-doctor -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install joenandez/spectre spectre-doctor --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/joenandez/spectre.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/spectre/skills/spectre-doctor .agents/skills/spectre-doctor && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "spectre-doctor" agent skill from https://github.com/joenandez/spectre/tree/main/plugins/spectre/skills/spectre-doctor into .agents/skills/spectre-doctor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "spectre-doctor", 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 joenandez/spectre --skill spectre-doctor -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install joenandez/spectre spectre-doctor --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/joenandez/spectre.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/spectre/skills/spectre-doctor .cursor/skills/spectre-doctor && 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 "spectre-doctor" agent skill from https://github.com/joenandez/spectre/tree/main/plugins/spectre/skills/spectre-doctor into .cursor/skills/spectre-doctor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "spectre-doctor", 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/joenandez/spectre.git --path plugins/spectre/skills/spectre-doctor--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 joenandez/spectre --skill spectre-doctor -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install joenandez/spectre spectre-doctor --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/joenandez/spectre.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/spectre/skills/spectre-doctor .gemini/skills/spectre-doctor && 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 "spectre-doctor" agent skill from https://github.com/joenandez/spectre/tree/main/plugins/spectre/skills/spectre-doctor into .gemini/skills/spectre-doctor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "spectre-doctor", 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 joenandez/spectre spectre-doctorInstalls 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 joenandez/spectre --skill spectre-doctor -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/joenandez/spectre.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/spectre/skills/spectre-doctor .github/skills/spectre-doctor && 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 "spectre-doctor" agent skill from https://github.com/joenandez/spectre/tree/main/plugins/spectre/skills/spectre-doctor into .github/skills/spectre-doctor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "spectre-doctor", 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 joenandez/spectre --skill spectre-doctor -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install joenandez/spectre spectre-doctor --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/joenandez/spectre.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/spectre/skills/spectre-doctor .opencode/skills/spectre-doctor && 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 "spectre-doctor" agent skill from https://github.com/joenandez/spectre/tree/main/plugins/spectre/skills/spectre-doctor into .opencode/skills/spectre-doctor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "spectre-doctor", 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.
spectre-doctorAssess and repair a project's Spectre knowledge, work history, tags, and retrieval quality through primary-led decisions, parallel evidence review, and delegated repairs.
Spectre Doctor is an agent skill from joenandez/spectre. Assess and repair a project's Spectre knowledge, work history, tags, and retrieval quality through primary-led decisions, parallel evidence review, and delegated repairs. Use for corpus cleanup, claim accuracy review, legacy migration, format compliance, or Knowledge Doctor. Not for installer/runtime diagnostics, product-code fixes, or routine capture.
Its SKILL.md is about 3.6k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Research & Science, covering Fact-checking and source verification. The repository describes itself as: Spectre is a battle-tested 6 stage agentic engineering workflow for building complex, production-ready features. You stay in the loop for the decisions that matter. Your agents…. The licence is MIT.
7 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 931c9e8. 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.
Shell commands in SKILL.md call:
nodeFrom 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.
Spectre Doctor loads about 3.6k tokens when it runs. Until then it costs about 92 tokens; SKILL.md has 1,734 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); files beside SKILL.md are not scanned.
The full file from joenandez/spectre at commit 931c9e8, republished under its MIT licence (© joenandez). 1,734 words, ~3,638 tokens.
.claude/skills/spectre-doctor/SKILL.md (or your agent's skills folder).Help users and agents trust project memory as code, decisions, and record formats change. Run Doctor when stale or conflicting guidance, duplicate records, or gaps in organization make it hard to know what still applies. Bring older records into the current format and make reliable guidance and relevant history easy to find, so future work can reuse prior evidence and decisions with uncertainty explicit.
Prioritize accuracy and useful coverage. Preserve decisions, qualifications, provenance, and recoverable history.
assess by default, writing only review artifacts/maintenance history; apply when repairs are requested or already authorized. Carry existing authorization forward. Assessment produces concrete proposed edits before any additional approval that is actually required.node "${CLAUDE_PLUGIN_ROOT}/hooks/scripts/knowledge-cli.mjs". Read help for supported operations and bind every invocation to the resolved --project-dir. Knowledge Doctor is this skill; the installer command spectre doctor diagnoses runtime installation.${CLAUDE_PLUGIN_ROOT}/skills/spectre-capture/SKILL.md, ${CLAUDE_PLUGIN_ROOT}/skills/spectre-capture/references/knowledge-capture-input.json, ${CLAUDE_PLUGIN_ROOT}/skills/spectre-capture/references/tagging-policy.md, ${CLAUDE_PLUGIN_ROOT}/skills/spectre-work-record/SKILL.md, and ${CLAUDE_PLUGIN_ROOT}/skills/spectre-work-record/references/work-capture-input.json as needed. Reuse prior discoveries and exact loads.One bounded report and machine-readable repair manifest, with baseline identity, scope, coverage, evidence, unresolved findings, and recovery references. Default to docs/knowledge-doctor/<unique-run-id>/report.md and repair-manifest.json in the resolved project; honor an explicit destination and preserve prior runs. Workers return evidence directly; no per-worker report files.
Each proposed repair names exact record/tag identities and loaded revisions, priority and expected user impact, action, reason, claim-level evidence, before/after content or patch, related records/resources, dependencies, expected result, and recovery method. Include justified no-op, retain, and defer dispositions. A source or record change invalidates its dependent proposal.
Keep maintenance history in a separate Doctor ledger, preserving record schema v1. Its contract records run identity, project/scope, policy version, baseline/source versions, per-phase outcome, coverage, claim findings, repairs with pre/post revisions, unresolved work, checks, and recovery references:
lastAssessedAt: completed assessment; retain its coverage and unresolved findings. Partial/failed runs remain distinguishable and resumable.lastAppliedAt: actual record/tag changes; a no-op never advances it.lastVerifiedAt: successfully completed post-repair checks, with their exact scope and evidence; failed or incomplete checks never advance it.If ledger support is unavailable, return this information in the report/manifest and state that persistent maintenance history was not updated. These dates are maintenance metadata, not tags or invented provenance.
DONE, assess: every scoped record has an accounted-for disposition; structural checks and semantic review coverage are explicit; evidence-backed repairs and uncertainties are reviewable. Unverifiable claims may remain, but excluded or unreviewed material cannot be reported healthy.
DONE, apply: each authorized repair is applied and verified, a justified no-op, or an explicit conflict/failure/defer with recovery. Report actual coverage and partial results; do not label failed verification successful or suppress unresolved findings.
Both modes require a self-contained final response with the highest-priority repairs and the Handoff next-steps table; artifact links alone are insufficient.
Inspect and map. The capable primary agent owns scope, claim classification, review depth, and all edit decisions. Inspect structure, format, ownership, revision/resource integrity, tag quality, duplicate candidates, and retrieval surfaces. Group records by shared subject, decision, mechanism, code, and exact work ownership; tags are hints, not partitions. Include contradictions and cross-group links.
Fan out evidence review. Dispatch independent bounded groups to fast, read-only agents: Luna on Codex, Sonnet on Claude, using the runtime's configured equivalents and concurrency limits. Route code tracing to @spectre:analyst, location discovery to @spectre:finder, and external facts to @spectre:web-research; respect each role's contract and let primary assemble final claim judgments. Give each worker exact IDs/revisions, relevant bodies and sources, claim questions, scope, and return contract. Workers neither mutate records nor decide final repairs. Consolidate per claim: exact claim and record/revision; supported | contradicted | outdated | context-dependent | unverifiable; specific evidence locators and source version/date; uncertainties, cross-group dependencies, and suggested correction where the role permits it. Symbol existence alone does not prove behavior.
Reconcile and deepen. Primary reads decisive evidence and reconciles groups. Follow up on weak support, disagreements, missing context, and high-impact claims; use an independent second check or stronger reviewer when uncertainty warrants it. Regroup related findings rather than accepting isolated verdicts. Missing evidence means unverifiable, not false; recency alone does not establish authority.
Prepare repairs. Correct maintained knowledge and its title/summary/applicability together. Consolidate records answering the same future question only while retaining unique constraints and links. Extract supported durable guidance from work or imports when useful; preserve historical accounts and exact run ownership. Distinct Execute runs never fold merely because branch, feature, tag, or PR matches. Never invent original branches, verification, lifecycle state, or Doctor-owned Execute history.
Delegate resolved repairs. In apply mode, primary assigns exact, authorized manifest edits to fast, write-capable @spectre:dev agents, respecting their role contracts. Each assignment binds repair IDs, record identities, expected revisions, source dependencies, exact payloads, preservation/recovery requirements, and checks. Evidence investigators remain read-only; repair workers implement decided edits without changing scope or resolving new authority questions.
Verify usefulness. Require checks for every changed identity: schema, format/token bounds, resource/history preservation, ownership, tags, and entry-point accuracy. Primary independently exact-loads actual records for all authority rewrites, consolidations, retirements, unexpected differences, and a representative sample from each worker and other repair type. Compare with the decided payloads; expand review when a spot check fails. Worker receipts alone are insufficient. Exercise representative future questions through actual search/load and relevant tag/path/work retrieval; check maintained authority is reachable and retired guidance is absent from active recall while historical recovery remains available. Unchanged assessments use scoped structural/retrieval checks without claiming post-repair verification.
Record maintenance. Persist the report/manifest and supported ledger only after observed phase outcomes. Account for every scoped record, including unchanged, unresolved, excluded, and interrupted portions. Distinguish assessment, changes, and verified repairs; retain failed/partial attempts. Resume by validating prior dependencies and re-reviewing changed material, not trusting a global last-run date.
Lead the final response with the overall assessment and actual scope, then summarize the 3–5 highest-priority repairs or unresolved issues (fewer when appropriate). For each, state the concrete change, why it matters to future work, and whether it is proposed, applied, deferred, or blocked. Rank by impact on accuracy, authority, and retrieval, ahead of cosmetic format debt. Give compact outcome counts, material blockers, verification results, and maintenance dates that actually advanced; link the report/manifest for supporting detail.
End with the Spectre-style next-steps table, resolving every entry to this run:
| Handoff | Details |
|---|---|
| 🧭 Current phase | Actual assessment/application outcome and any incomplete phase. |
| 📦 What was just done | Concrete result and remaining work. |
| ▶️ Proposed next step | Render one resolved action; no placeholders. Use the highest-value available action, with exact repair IDs/artifact or the blocking dependency. |
| 💬 Recommended user response | Copy-ready reply naming the resolved project, manifest, and repair selection, or answering the specific missing decision. |
The reader must understand the important changes and know what to reply without opening an artifact. Do not offer generic approval prompts, unresolved placeholders, or unsupported commands. Complete already-authorized work before this handoff; the table never introduces another approval gate. When work is complete, recommend only a useful follow-up supported by remaining findings. Do not make maintenance a gate for normal Execute, PR, or delivery workflows.
Project identity/scope is ambiguous, authority conflicts, evidence cannot support a required field, a revision changes, recovery is unavailable, or a runtime capability is missing: surface the exact dependency and defer affected actions while continuing independent review. Ask only for missing information or authority needed for those actions; never repeat an existing approval.
© joenandez, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in plugins/spectre/skills/spectre-doctor of joenandez/spectre.
Open the folder on GitHubat commit 931c9e8
Spectre Doctor 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 |
|---|---|---|---|---|---|---|
| Spectre Doctor this skilljoenandez/spectre | 164 | — | ~3.6k | Automated safety check: Pass | MIT | |
| Perplexity Web Searchdavila7/claude-code-templates | 33k | 11 repos | ~3.5k | Automated safety check: Notes | MIT | |
| Citation Verification GuideGalaxy-Dawn/claude-scholar | 5.7k | 2 repos | ~1.9k | Automated safety check: Pass | MIT | |
| Article Fact Checkerdigoal/blog | 8.6k | — | ~939 | Automated safety check: Pass | GPL-2.0 | |
| Deep Research Agent TeamImbad0202/academic-research-skills | 51k | — | ~13k | Automated safety check: Pass | Custom licence | |
| Docs Grounding Verifiermicrosoft/apm | 4k | — | ~1.9k | Automated safety check: Pass | MIT |
davila7/claude-code-templates
Runs web-grounded searches through Perplexity's Sonar models over OpenRouter for current events, recent literature and cited facts beyond the model's training cutoff.
Galaxy-Dawn/claude-scholar
Reference guidance for checking every citation in academic writing against canonical sources such as DOI, arXiv, CrossRef and Semantic Scholar, to catch fake or wrong references.
digoal/blog
三层审查模型,逐段逐句验证文章真伪、证据链与逻辑结构。Use when the user asks to fact-check, verify, audit, or evaluate the credibility of an article, essay, report, opinion piece, social-media post, or any written claim —…
Imbad0202/academic-research-skills
Runs a 13-agent pipeline for rigorous academic research, from forming the question through systematic search, synthesis, bias checks and an APA 7.0 report.
microsoft/apm
A skill your agent uses to verify CLAIM-LEVEL grounding of a documentation page (or set of pages) against the source code.
bradygaster/squad
Review and validate claims using counter-hypothesis testing.
joenandez/spectre
A skill your agent uses when validating that the Spectre plugin itself still works after ANY change to this repo — skills, prompts, agents, hooks, the CLI, the Codex mirror, or a release.
joenandez/spectre
A skill your agent uses when modifying the Codex SPECTRE install flow, SessionStart continuity, project skill syncing, registry injection, or Codex-specific runtime files.
joenandez/spectre
Save a quiet, branch-keyed session snapshot with continuity, active work, and optional task/todo state for automatic resume.
joenandez/spectre
User-invoked front door for durable capture. An agent skill from joenandez/spectre.
joenandez/spectre
Rewrite a verbose SPECTRE skill into a compact, contract-form Spectre skill proposal — clear on WHAT, silent on HOW — grounded in the spectre-light distillation and freedom-tier budget.
joenandez/spectre
Rewrite Spectre subagent definitions into compact, contract-driven agents with clear routing, least-privilege tools, output schemas, and an auditable rewrite trail.
Categories
Assess and repair a project's Spectre knowledge, work history, tags, and retrieval quality through primary-led decisions, parallel evidence review, and delegated repairs. Spectre Doctor is an agent skill from joenandez/spectre. Assess and repair a project's Spectre knowledge, work history, tags, and retrieval quality through primary-led decisions, parallel evidence review, and delegated repairs.
Spectre Doctor fits situations like: claim accuracy review; legacy migration; format compliance; knowledge Doctor.
Run `npx skills add joenandez/spectre --skill spectre-doctor -a claude-code`. Or copy the skill folder (plugins/spectre/skills/spectre-doctor in joenandez/spectre) into .claude/skills/spectre-doctor in your project. Claude Code loads it when a task matches its description.
Run `npx skills add joenandez/spectre --skill spectre-doctor -a codex`. Or copy the skill folder (plugins/spectre/skills/spectre-doctor in joenandez/spectre) into .agents/skills/spectre-doctor 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 joenandez/spectre --skill spectre-doctor -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/spectre-doctor, .gemini/skills/spectre-doctor, .github/skills/spectre-doctor and .opencode/skills/spectre-doctor in your project.
Going by SKILL.md and its folder, Spectre Doctor needs the command-line tools its instructions call (node).
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. Review the folder before installing.
Spectre Doctor is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 3.6k tokens (SKILL.md is roughly 15k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Spectre Doctor: Perplexity Web Search (davila7/claude-code-templates, 33k stars), Citation Verification Guide (Galaxy-Dawn/claude-scholar, 5.7k stars), Article Fact Checker (digoal/blog, 8.6k stars) and Deep Research Agent Team (Imbad0202/academic-research-skills, 51k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
joenandez (a GitHub user) maintains it in joenandez/spectre, which has 164 GitHub stars. The repository holds 26 skills in this directory. The repository was last updated on October 2, 2026.
Source: joenandez/spectre on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.