Install
$ agentstack add skill-pantheon-org-tekhne-create-context ✓ scanned · ✓ verified — works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ● Environment & secrets Used
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
About
Create Context
Bootstrap project context from .context/session/in/ folder → .context/session/ctx/ snapshot + baseline + RISEN INPUT table.
⚠️ AskUserQuestion Guard
CRITICAL: After EVERY AskUserQuestion call, check if answers are empty/blank. Known Claude Code bug: outside Plan Mode, AskUserQuestion silently returns empty answers without showing UI.
If answers are empty: DO NOT proceed with assumptions. Instead:
- Output: "⚠️ Questions didn't display (known Claude Code bug outside Plan Mode)."
- Present the options as a numbered text list and ask user to reply with their choice number.
- WAIT for user reply before continuing.
Folder Architecture
.context/session/in/: Immutable bootstrap (user dumps raw docs, never modified by commands).context/session/ctx/: Actionable snapshot (generated: manifest + summaries + copied files)
Steps
1. Prerequisites
[ -d .context/session/in/ ] || error "No .context/session/in/ folder found. Create it and add source files first."
[ -d .context/session/ctx/ ] && [ "$1" != "--force" ] && error ".context/session/ctx/ exists. Use --force to recreate."
Skip security-sensitive files: .env*, *credentials*, *secrets*, *token*, *.key, *.pem, *.crt
2. Scan & Prioritize
- Glob:
.context/session/in/**/*.{md,txt,csv,yaml,json} - AskUserQuestion per file: HIGH / MEDIUM / LOW + brief description
3. Create .context/session/ctx/ and Generate Manifest
Write .context/session/ctx/manifest.yaml — see reference.md for schema.
4. Context Sizing & Copy
Token estimation: tokens ≈ words / 0.75 (via wc -w)
| Priority | ≤ threshold | > threshold, ≤25K | > 25K | |----------|-------------|-------------------|-------| | HIGH | ≤1500 → inline | summarize directly | summarize via sub-agent | | MEDIUM | ≤2500 → inline | summarize directly | summarize via sub-agent | | LOW | reference only | — | — |
Copy HIGH/MEDIUM files to .context/session/ctx/, preserving subdirectory structure.
5. Summarize (if needed)
- Direct: Read + generate ~500 token summary →
.context/session/ctx/{nn}-{basename}-summary-llm.md - Sub-agent: Task(
summarize-for-context) for files >25K tokens
6. Write Baseline
Create .context/session/CONTEXT-baseline-llm.md with inline content + summary refs + LOW references. Target: ≤2000 tokens.
7. Output
Report: file counts, RISEN INPUT table, suggest /save-context baseline.
See reference.md for manifest schema, baseline template, and validation rules.
Philosophy
- Context is scoped to a session's open questions, not a transcript of activity — include only what shapes decisions.
- In-folder as the source of truth — everything in
.context/session/in/is intentional input; the manifest reflects it faithfully. - One manifest per session — multiple contexts in the same directory cause ambiguity for load-context.
- Explicit over implicit — every constraint, assumption, and decision captured in context must state its origin.
When to Use
- At the start of a new project or feature branch when raw source materials have been placed in
.context/session/in/and no snapshot exists yet. - When multiple agents need a shared, prioritized view of project documents to avoid each agent independently re-reading every file.
- When the
.context/session/ctx/directory is missing or empty and a downstream skill (e.g.,load-context) cannot find a manifest. - When source files in
.context/session/in/have been replaced or significantly updated and a fresh snapshot is required (use--force). - When onboarding a new session after a project handoff and the inherited documents must be classified and summarized before work begins.
When Not to Use
- When
.context/session/ctx/already contains a current manifest and the source files have not changed — re-running without--forceis a no-op and may discard existing summaries. - When
.context/session/in/is empty; there is nothing to scan and the skill will error. - When the goal is to update a single document's summary rather than rebuild the full snapshot — edit the relevant file and update the manifest entry directly.
- When working in a read-only environment where writing to
.context/session/ctx/is not permitted. - When a live session context already exists and only needs to be saved to a named stream — use
save-contextinstead.
Anti-Patterns
- NEVER create context without scanning
.context/session/in/— Skipping the input scan produces incomplete context. Why: Source materials in the in-folder define the scope; a context built without them is speculative and will mislead downstream agents. - NEVER write a manifest without all three priority sections (high/medium/low) — Omitting a section causes validation failures in
validate-manifest.sh. Why: The schema requires all three arrays to be present, even if empty, so that consumers can iterate predictably. - NEVER copy security-sensitive files into
.context/session/ctx/— Files matching.env*,*credentials*,*secrets*,*token*,*.key,*.pem,*.crtmust be skipped. Why: The ctx snapshot may be committed or shared; leaking credentials through it is a serious security risk. - NEVER inline files that exceed the token threshold — Files above 1500 tokens (HIGH) or 2500 tokens (MEDIUM) must be summarized, not inlined verbatim. Why: Over-sized baselines break the 2000-token budget and degrade agent performance on every subsequent load.
- NEVER run the skill concurrently with
save-contextorload-context— Parallel writes to.context/session/ctx/corrupt the manifest. Why: There is no locking mechanism; the last writer wins and partial manifests are silently invalid.
Usage Examples
Creating context at session start:
# Drop source files into the immutable in-folder
cp design-doc.md .context/session/in/
cp requirements.csv .context/session/in/
# Invoke the skill — it scans in-folder, classifies files, writes manifest
# Output: .context/session/ctx/manifest.yaml + summaries + CONTEXT-baseline-llm.md
Force-recreating context after source files change:
# Update a source document
cp updated-spec.md .context/session/in/spec.md
# Re-run with --force to overwrite the existing ctx snapshot
# The skill will re-scan, re-prioritize, and rewrite all ctx artefacts
Inspecting the generated manifest and baseline:
# After the skill completes, review the generated artefacts
ls .context/session/ctx/
# manifest.yaml 01-design-doc-summary-llm.md ...
# The baseline provides a single load point for all context
cat .context/session/CONTEXT-baseline-llm.md
References
- [Reference](reference.md) — manifest schema, context sizing rules, baseline template, validation rules, and security skip patterns
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: pantheon-org
- Source: pantheon-org/tekhne
- License: MIT
- Homepage: https://pantheon-org.github.io/tekhne/
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.