behavior-cause
Use when a reproduced agent behavior has to be traced to the artifacts whose text produced it.
Skill by tdupu
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.
npx agentmarket install skill/tdupu-behavior-cause
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: agent-building
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
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/behavior-cause
What's inside
- Skill name
behavior-cause- Description
- Use when a reproduced agent behavior has to be traced to the artifacts whose text produced it.
- License
- GPL-3.0
- Instructions
- 52 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# Behavior cause Input: a confirmed repro. Output: an ordered candidate list with the evidence and an ownership finding for each — or **no-candidate** or **all-refused**. ## Candidates, not a culprit Enumerate candidates from what the repro run itself can be made to report as read; when that inventory cannot be recovered, report **no-candidate** rather than guessing. Report each candidate together with the words in it that would produce this behavior. Being loaded during a bad run makes nothing responsible; the whole context was loaded together. Collapse to one candidate only when the evidence collapses. Two artifacts that both explain the behavior is a finding, not a licence to edit both. Escalate through [[adjust-behavior]] for a recommendation and repair the single candidate it names; if that repair comes back `failed` from [[behavior-verify]], the next candidate is the next hypothesis. ## Ownership is detected, never assumed **Resolve the path first, then classify what it resolved to, and let the classification govern.** A symlink is not a licence: the real copy is the only thing worth editing, and only if the real copy is editable. Editing through the link yields a change lost on the next sync or silently duplicated. Probes that hardcode no layout, all run from the resolved path: resolve links (`readlink -f` or equivalent); ask whether the real copy sits inside its own version-control root (`git rev-parse --show-toplevel`); ask whether a dependency manifest, vendor directory, or installed-plugin cache above it claims it. **Vendored, third-party, and installed-plugin artifacts are not edited.** An edit there is overwritten on the next update or is an unattributed fork. Report the behavior upstream, naming the artifact, its origin, and the evidence that placed it there. A candidate in no version-control root and claimed by nothing is refused the same way: editable only where local ownership is shown. Refusal is per candidate, not per run. A refused candidate is reported and dropped, and repair continues on the remaining candidates under the rule above, never on an arbitrary pick. Only when every candidate is refused does the run end as **all-refused**: the upstream report and no repair. Never compensate for a refused candidate by hardening a local artifact; a note recording the upstream defect is allowed, and the test is operational — if deleting the addition would leave some agent out of compliance, it is a rule, not a note. ## Absence is not evidence A search returning nothing may mean the thing is absent or the query was wrong. Before reporting "not found", run the same search for something you know is present.
From tdupu/agent-skills-public, GPL-3.0.
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check-documentation-policy
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Audit mathcity documentation against POLICY-documentation.md.
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behavior-verify
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Use when an edit to a skill, an instruction file, or a prompt has to be shown to have changed the agent behavior it was meant to fix.
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check-citations
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Read-only citation audit for .tex files.
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check-grant-format
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Audit an NSF proposal folder against Grants/GRANT-FORMAT.md (page limits, fonts, margins, required headings, no URLs in the description, prior-support items…
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check-grant-style
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Audit an NSF Project Description and Summary against Grants/GRANT-STYLE.md (every project has a plan and names what is new; results in prose with citations…
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check-latex
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Produce the evidence block the human adjudicator needs to approve or reject a notes.tex (or any notes-tier .tex) change before push/merge.
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check-latex-hygiene
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Audit LaTeX beads, branches, or .tex diffs against the LaTeX Subdomain Policy (mathcity/subdomains/latex/POLICY.md, LX-rules).
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check-lmfdb-hygiene
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Audit an LMFDB-type bead, diff, experiment proposal, or live type against the LMFDB Subdomain Policy (mathcity/subdomains/lmfdb/POLICY.md) — labels valid…
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add-figure
tdupu
Insert a verified mathematical graphic into the declared LaTeX manuscript at the passage it explains, with a substantive caption, unique label, prose…
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adjust-behavior
tdupu
Start here when an agent did something undesired and you suspect the instructions it read — a skill, a project instruction file, a prompt template — rather…
SkillAFreshness: AClaude Code +9
Signals
- Stars
- 0
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Oct 14, 2026 (14 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- GPL-3.0
- Repository
- github.com/tdupu/agent-skills-public
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from tdupu
- 0.570score
assemble-recording-series
tdupu
Assemble one lecture or talk video from a folder of raw takes, whatever the capture tool wrote - flat screen-capture files, or per-session folders with the…
SkillAFreshness: AClaude Code +9 - 0.570score
check-paragraph
tdupu
Judge ONE paragraph of prose (LaTeX allowed) as its stated reader and return a fixed six-line verdict — topic sentence, one idea, reader can follow, claim…
SkillAFreshness: AClaude Code +9 - 0.565score
check-grant-format
tdupu
Audit an NSF proposal folder against Grants/GRANT-FORMAT.md (page limits, fonts, margins, required headings, no URLs in the description, prior-support items…
SkillAFreshness: AClaude Code +9 - 0.565score
check-documentation-policy
tdupu
Audit mathcity documentation against POLICY-documentation.md.
SkillAFreshness: AClaude Code +9 - 0.565score
behavior-verify
tdupu
Use when an edit to a skill, an instruction file, or a prompt has to be shown to have changed the agent behavior it was meant to fix.
SkillAFreshness: AClaude Code +9 - 0.565score
check-citations
tdupu
Read-only citation audit for .tex files.
SkillAFreshness: AClaude Code +9
Cite this page
behavior-cause skill. Agent Mart. https://agentmart.dev/skills/tdupu-behavior-cause (last updated 2026-10-24)