skills.rest
mokhtarabadi
mokhtarabadiCOMMUNITY
Explore all skills by this author →
Website𝕏@mokhatarabadiGitHub

manager-decision

Captures manager decisions from session transcripts into an append-only decision repository.

6|Updated May 18, 2026
Search Tags:#multi-agent#decision capture#mcp server#secret redaction#session transcripts#append-only store#manager profile
One-click install
npx skills add https://github.com/mokhtarabadi/cognitive-lead-hq --skill manager-decision-mokhtarabadi
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: manager-decision
Source: https://github.com/mokhtarabadi/cognitive-lead-hq/tree/main/skill-templates/manager-decision
Command: npx skills add https://github.com/mokhtarabadi/cognitive-lead-hq --skill manager-decision-mokhtarabadi

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Manager rulings and architectural trade-offs made during sessions are lost when conversations end, forcing agents to re-ask the same questions. This Skill extracts those decisions, redacts secrets, and stores them in a searchable personal repository so future sessions can consult past rulings instead of paging the human. ## Core Features & Use Cases - Decision Extraction & Redaction: Extracts candidate decisions from session transcripts, scrubs API keys, tokens, and private IPs, and blocks writes that fail verification. - Consult-Before-Asking: Queries stored rulings and the manager profile to resolve architectural ambiguities without interrupting the manager, logging a replay line for audit lineage. - Gated Profile Evolution: Compiles aggregated decisions into a draft manager profile that only merges after explicit human approval, with rejections recorded as new decisions. - Use Case: After a manager rules on a QA gate retry policy in one session, a later session facing the same ambiguity queries the decision store, retrieves the verbatim ruling, and decides without contacting the manager. ## Quick Start Ask the agent to extract and record the manager's decisions from the current session transcript, then query past rulings before asking the manager anything new.

Frequently Asked Questions about manager-decision

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I capture manager decisions from a session automatically?▼

Call extract_session_decisions with the task id to pull candidate rulings from the session transcript, then record_manager_decision persists each scrubbed record after explicit manager approval. Extraction is automatic on task close, but persistence always requires the human confirm gate.

How to query past manager rulings before asking the human?▼

Use query_manager_decisions with your question and an optional category to retrieve ranked past rulings with verbatim quotes and rationale. If no usable ruling matches, escalate to the manager with the exact query you tried rather than inventing an answer.

Does the decision store redact API keys and secrets?▼

Yes, every free-text field passes through sanitize_text and verify_clean before any write. Records containing API keys, bearer tokens, private IPs, or credential assignments are blocked with an error and never persisted.

Can agents push or edit the decision repository directly?▼

No, agents only write local records; commits and pushes are manager-owned under the zero-autonomous-commit rule. The store is append-only, so corrections and retractions are new tombstone records, never edits to history.

What happens when the personal decision repo is unreachable?▼

Writes fail closed with a loud error so nothing is recorded on unknown state, while reads still serve the stale local cache with a warning. The per-project store acts as a write-through cache and offline fallback, never the authoritative source.

Related Skills

Explore More Software Engineering Skills→
easingthemeseasingthemes
6

dx-init

Detect the environment and generate initial dx project configuration files.

Community
Advanced
thenslsthensls

person-intelligence

Aggregate transcripts, Airtable feeds, and notes into Obsidian person profiles.

Official
Advanced
mistakenotmistakenot

playbook-observe

Mines session transcripts and task feedback into immutable reflection observations in observations.yaml.

Community
Advanced
MaelwalserMaelwalser

architecture-decision-records

Capture architectural decisions as formatted ADR documents during coding sessions.

Community
Advanced